(BQ) Part 1 book Principles of ambulatory medicine presents the following contents: Issues of general concern in ambulatory medicine, preventive care, psychiatric and behavioral problems, allergy and infectious disease, gastrointestinal problems, renal and urologic problems, hematologic problems, pulmonary problems.
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Ambulatory Medicine
S E V E N T H E D I T I O N
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Barker, Burton and Zieve’s
Ambulatory Medicine
Director, Medical House Staff Training Program Columbia University Medical Center
New York Presbyterian Hospital New York, New York
David E Kern, M.D., M.P.H.
Associate Professor of Medicine Johns Hopkins University School of Medicine Director, Division of General Internal Medicine Johns Hopkins Bayview Medical Center Baltimore, Maryland
Patricia A Thomas, M.D.
Associate Professor of Medicine Associate Dean for Curriculum Johns Hopkins University School of Medicine Baltimore, Maryland
Roy C Ziegelstein, M.D.
Professor of Medicine The Johns Hopkins University School of Medicine Executive Vice Chairman, Department of Medicine Director, Residency Program in Internal Medicine Johns Hopkins Bayview Medical Center
Baltimore, Maryland
Consulting Editors
L Randol Barker, M.D., Sc.M., M.A.C.P.
Professor of Medicine Johns Hopkins University School of Medicine Division of General Internal Medicine Johns Hopkins Bayview Medical Center Baltimore, Maryland
Philip D Zieve, M.D.
Professor of Medicine Johns Hopkins University School of Medicine Senior Advisor to the Medical Center
Johns Hopkins Bayview Medical Center Baltimore, Maryland
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above-mentioned copyright.
Printed in the USA
Library of Congress Cataloging-in-Publication Data
Principles of ambulatory medicine / editors, L Randol Barker [et al.].—7th ed.
Care has been taken to confirm the accuracy of the information presented and to describe generally
accepted practices However, the authors, editors, and publisher are not responsible for errors or
omissions or for any consequences from application of the information in this book and make no
warranty, expressed or implied, with respect to the currency, completeness, or accuracy of the
contents of the publication Application of the information in a particular situation remains the
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The authors, editors, and publisher have exerted every effort to ensure that drug selection and
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Some drugs and medical devices presented in the publication have Food and Drug
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• C O N T R I B U T O R S •
Unless otherwise indicated, hospital appointments are at Johns Hopkins Bayview Medical Center, Baltimore, Maryland, and
faculty appointments are at the Johns Hopkins University School of Medicine.
Service
Frank C Arnett, Jr., M.D.
Professor of Internal Medicine
Division of Rheumatology and
Clinical ImmunogeneticsUniversity of Texas—Houston
Medical SchoolHouston, Texas
Bimal H Ashar, M.D., M.B.A.
Assistant Professor of Medicine
Paul G Auwaerter, M.D., M.B.A.
Associate Professor of Medicine
Jennifer E Axilbund, M.S., C.G.C.
Senior Genetic Counselor
Research Associate in Oncology
Carlos A Bagley, M.D.
Senior Resident of Neurosurgery
L Randol Barker, M.D., Sc.M., M.A.C.P.
Medical CenterRochester, New York
Linda F Barr, M.D.
Assistant Professor of Medicine
Pulmonary and Critical Care
Associates of BaltimoreTowson, Maryland
R Graham Barr, M.D., Dr P.H.
Florence Irving Assistant ProfessorDepartments of Medicine
and EpidemiologyColumbia University Medical CenterNew York, New York
O Joseph Bienvenu, III, M.D., Ph.D.
Assistant Professor of PsychiatryAssociate Director, AnxietyDisorders Clinic
James H Black, III, M.D.
Assistant Professor of SurgeryAttending Surgeon,
Vascular/Endovascular Surgery
David W Blodgett, M.D., M.P.H.
Adjunct FacultyDepartment of Health Policyand Management
Johns Hopkins Bloomberg School
of Public Health
David G Borenstein, M.D.
Clinical Professor of MedicineGeorge Washington UniversityMedical Center
Washington, D.C
Gary R Briefel, M.D.
Associate Professor of MedicineChief, Division of RenalMedicine
Robert E Bristow, M.D.
Associate Professor and Director
of Obstetrics and Gynecology
Director, ARVD Program
Nisha Chandra-Strobos, M.D.
Professor of MedicineDirector, CUUDirector, Clinical CardiovascularServices
The Johns Hopkins University School
of Medicine and Bloomberg School
of Public Health
Karan A Cole, Sc.D.
Assistant Professor of MedicineDivision of General Internal MedicineDirector, Med-Psych RotationDirector, JHU Faculty DevelopmentProgram and Teaching Skills
Eugene C Corbett, Jr., M.D.
Bernard B and Anne L BrodieProfessor of Medicine
Professor of NursingGeneral Medicines, Geriatrics, andPalliative Care
University of Virginia Health ScienceCenter
Charlottesville, Virginia
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Associate Professor of Psychiatry
Director, Center for Sexual Health
Professor of Clinical Medicine
Columbia University College of
Physicians and Surgeons
Director, Medical House Staff
Training Program
New York Presbyterian Hospital
Columbia University Medical Center
New York, New York
John A Flynn, M.D., M.B.A.
Associate Professor of Medicine
Clinical Director, Division of
General Internal Medicine
Associate Professor of Opthalmology
Wilmer Eye Institute
Ira M Garonzik, M.D.
Assistant Professor of NeurosurgeryDirector, Baltimore Neurosurgery andSpine Center
Steve N Georas, M.D.
Associate Professor of MedicineMedical Director, RespiratoryCare Department
Robert L Giuntoli, II, M.D.
Assistant Professor ofGynecology/ObstetricsAttending Physician, Department ofGynecology/Obstetrics
Uzma J Haque, M.D.
Assistant Professor of Rheumatology
John W Harmon, M.D.
Professor of SurgeryStaff Surgeon, Department
of Surgery
David B Hellmann, M.D., M.A.C.P.
Vice DeanMary Betty Stevens Professor
of MedicineChairman, Department of Medicine
H Franklin Herlong, M.D.
Associate Professor of Medicine
Glenn A Hirsch, M.D.
Instructor of Medicine,Division of Cardiology
Nathaniel W James, IV, M.D.
Assistant Professor of MedicineUniversity of Vermont College ofMedicine
Burlington, VermontAttending PhysicianMaine Medical CenterPortland, Maine
Roxanne M Jamshidi, M.D., M.P.H.
Assistant Professor ofGynecology/Obstetrics
Suzanne M Jan de Beur, M.D.
Assistant Professor of MedicineChief, Division of Endocrinology
Matthew L Kashima, M.D., M.P.H.
Assistant Professor ofOtolaryngology Head and NeckSurgery
Chief of Service, Department ofOtolaryngology Head andNeck Surgery
David E Kern, M.D., M.P.H.
Associate Professor of MedicineDirector, Division of GeneralInternal Medicine
Edward S Kraus, M.D.
Associate Professor of MedicineAssociate Medical Director,Adult Kidney Transplant Program
Bruce S Lebowitz, D.P.M
Instructor of Orthopedic Surgery
Frederick A Lenz, M.D., Ph.D.
Professor of NeurosurgeryAttending Neurosurgeon
Shari M Ling, M.D.
Assistant Professor of Rheumatologyand Geriatric Medicine andGerontology
Staff Clinician, Clinical ResearchBranch, NIA
Harbor HospitalBaltimore, Maryland
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Contributors vii
Mark C Liu, M.D.
Associate Professor of Medicine
Johns Hopkins Asthma and
Allergy CenterStaff Physician
Rafael H Llinas, M.D.
Assistant Professor of Neurology
Medical Director, Neurology Service
Associate Professor of Psychiatry
and Behavioral SciencesDirector, Anxiety Disorders Clinic
Simon C Mears, M.D., Ph.D.
Assistant Professor of
Orthopaedic SurgeryChief, Division of Total Joint
Arthroplasty and Trauma
Esteban Mezey, M.D.
Professor of Medicine
Myron Miller, M.D.
Professor of Medicine
Redonda G Miller, M.D., M.B.A.
Associate Professor of Medicine
Mack C Mitchell, Jr., M.D.
Associate Professor of Medicine
Director, Division of Gastroenterology
David N Neubauer, M.D.
Assistant Professor of Psychiatryand Behavioral SciencesAssociate Director, Johns HopkinsSleep Disorder Center
Gregory P Prokopowicz, M.D., M.P.H.
Assistant Professor ofMedicine
Michael J Purtell, M.D., Ph.D.
Assistant Professor ofOncology
Sheppard Pratt Health SystemTowson, Maryland
Annabelle Rodriguez-Oquendo, M.D.
Assistant Professor of MedicineDirector, Diabetes ManagementService
Larry N Scherzer, M.D., M.P.H., Sc.D
Department of PediatricsUniversity of ConnecticutEast Hartford, Connecticut
Chester W Schmidt, Jr., M.D.
Professor of PsychiatryChairman, Department ofPsychiatry and Behavioral Sciences
Stephen D Sears, M.D., M.P.H.
Adjunct Associate Professor ofCommunity and Family MedicineDartmouth Medical School
Chief Medical OfficerMaine General Medical CenterAugusta, Maine
Edward P Shapiro, M.D.
Professor of MedicineDirector, Noninvasive Cardiology
Philip L Smith, II, M.D.
Professor of MedicineProfessor, Asthma and Allergy Center
Sharon D Solomon, M.D.
Assistant Professor ofOphthalmology
Michael B Streiff, M.D.
Assistant Professor of MedicineMedical Director, AnticoagulationManagement Services
Patricia A Thomas, M.D.
Associate Professor of MedicineAssociate Dean for Curriculum
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viii Contributors
Varsha K Vaidya, M.D.
Assistant Professor of Psychiatry and
General Internal Medicine
Director, Consultation Liaison
Adjunct Professor of Environmental
and Occupational Health
George Washington University
Medical Director, Center to Protect
Workers Rights
Silver Spring, Maryland
Karen A Wendel, M.D.
Assistant ProfessorDivision of Infectious DiseasesUniversity of ColoradoHealth Science CenterDenver, Colorado
S Elizabeth Whitmore, M.D., Sc.M.
Associate Professor ofDermatology
John H Wilckens, M.D.
Assistant Professor ofOrthopaedicsChairman, Department ofOrthopaedics
Roy C Ziegelstein, M.D.
Professor of MedicineExecutive Vice ChairmanDirector, Residency Program inInternal Medicine
Philip D Zieve, M.D.
Professor of MedicineSenior Advisor
Acknowledgment
The Editors wish to acknowledge Ms Susan McFeaters, who has provided skillful and icated assistance on all editions of this book and, for the seventh edition, has become the Johns Hopkins administrative coordinator for the entire book.
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• C O N T E N T S •
Acknowledgment viii
Preface xv
Color Plate falls between Sections 16 and 17
3 The Practitioner–Patient Relationship and
Communication during Clinical
Encounters 25
L Randol Barker
4 Patient Education and the Promotion of
Healthy Behaviors 38
Karan A Cole and David E Kern
5 Complementary and Alternative Medicine 61
Bimal H Ashar
6 Sexual Disorders: Diagnosis and
Treatment 73
Leonard R DeRogatis, Arthur L Burnett, Linda C.
Rogers, Chester W Schmidt, Jr., and Peter J Fagan
Laura S Welch and David W Blodgett
9 Selected Special Services and Programs:
Disability Insurance, Vocational Rehabilitation, Family and Medical Leave Act,
and Home Health Services 137
L Randol Barker
10 Care of the Patient with Cancer 144
Michael J Purtell and Larry Waterbury
11 Adolescent Patients: Special
Considerations 153
Larry N Scherzer
12 Geriatric Medicine: Special
Considerations 177
Colleen Christmas and Thomas E Finucane
13 Care at the End of Life 192
Grace A Cordts, Thomas E Finucane, and Clare H Ferrigno
14 Integrating Prevention into Ambulatory
Practice 211
Gregory P Prokopowicz and David E Kern
15 Principles of Nutrition in Ambulatory
Care 228
Eugene C Corbett, Jr.
16 Exercise for the Healthy Patient 241
Ross E Andersen and Kerry J Stewart
17 Genetic Testing and Counseling 251
Jennifer E Axilbund and Constance A Griffin
18 Immunization to Prevent Infectious
Disease 261
William H Barker
PROBLEMS 277
19 Evaluation of Psychosocial Problems 279
Varsha K Vaidya and Chester W Schmidt, Jr.
20 Psychotherapy in Ambulatory Practice 286
Robert P Roca and L Randol Barker
21 Somatization 293
Robert P Roca
22 Anxiety and Anxiety Disorders 306
Una D McCann and O Joseph Bienvenu, III
23 Personality and Personality Disorders 324
Robert P Roca
24 Mood Disorders 329
Francis M Mondimore
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x Contents
25 Schizophrenia and Related Psychotic
Disorders 349
Andrew F Angelino and Chester W Schmidt Jr.
26 Cognitive Impairment and Mental Illness in
33 Respiratory Tract Infections 474
Nicholas H Fiebach and R Graham Barr
34 Tuberculosis in the Ambulatory
37 Sexually Transmitted Diseases 538
Karen A Wendel and Jonathan M Zenilman
38 Lyme Disease and Other Tick-Borne
Illnesses 560
Paul G Auwaerter and John A Flynn
39 Human Immunodeficiency Virus
Infection 571
Darius A Rastegar and Michael I Fingerhood
40 Ambulatory Care for Selected Infections
Including Osteomyelitis, Lung Abscess, and
H Franklin Herlong and Mack C Mitchell, Jr.
43 Peptic Ulcer Disease 659
Mack C Mitchell, Jr and H Franklin Herlong
44 Abdominal Pain and Irritable Bowel
Syndrome 670
Mack C Mitchell, Jr and H Franklin Herlong
45 Selected Gastrointestinal Problems:
Constipation and Diarrhea 687
Mack C Mitchell, Jr and H Franklin Herlong
46 Selected Gastrointestinal Problems:
Gastrointestinal Bleeding, Colorectal Cancer Screening, and Diverticular
Disease 705
Mack C Mitchell, Jr and H Franklin Herlong
47 Diseases of the Liver 717
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59 Common Pulmonary Problems: Cough,
Hemoptysis, Dyspnea, Chest Pain, and
Abnormal Chest X-Ray 869
Irina Petrache and Steve N Georas
60 Obstructive Airway Diseases: Asthma and
Chronic Obstructive Pulmonary
62 Coronary Artery Disease 949
Nisha Chandra-Strobos and Glenn A Hirsch
63 Postmyocardial Infarction Care and Cardiac
65 Common Cardiac Disorders Revealed by
Auscultation of the Heart 1028
Susan A Mayer and Edward P Shapiro
68 Approach to Musculoskeletal Injuries 1125
Simon C Mears, John H Wilckens, and Ronald P Byank
69 Shoulder and Elbow Pain 1134
David E Kern
70 Neck Pain 1157
Carlos A Bagley, Ira M Garonzik, and Frederick A Lenz
71 Low Back Pain 1165
David G Borenstein
72 Knee, Lower Leg, and Ankle Pain 1183
John H Wilckens, Simon C Mears, and Ronald P Byank
73 Common Problems of the Feet 1201
Uzma J Haque and Joan M Bathon
78 Spondyloarthritis, Ankylosing Spondylitis,
and Reactive Arthritis 1280
John A Flynn and Frank C Arnett, Jr.
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xii Contents
84 Disorders of Bone and Mineral Metabolism:
Hypocalcemia, Hypercalcemia, Osteomalacia, Male Osteoporosis, Paget Disease of
Bone 1437
Suzanne M Jan de Beur
85 Male Reproductive and Sexual
Rafael H Llinas and Constance J Johnson
87 Headaches and Facial Pain 1484
Constance J Johnson
88 Seizure Disorders 1504
Peter W Kaplan
89 Dizziness, Vertigo, Motion Sickness,
Syncope and Near Syncope, and
Disequilibrium 1531
Jeffrey L Magaziner and Mark F Walker
90 Common Disorders of Movement: Tremor
and Parkinson Disease 1554
94 Peripheral Arterial Disease, Abdominal
Aortic Aneurysms, and Peripheral
Aneurysms 1634
James H Black, III
95 Lower Extremity Ulcers and Varicose
Veins 1649
Robert J Spence and Glen S Roseborough
96 Diseases of the Biliary Tract 1664
Esteban Mezey and John W Harmon
97 Hernias of the Groin and Abdominal
Wall 1673
John W Harmon and Christopher L Wolfgang
98 Benign Conditions of the Anus and
Rectum 1681
John W Harmon and Christopher L Wolfgang
101 Menstrual Disorders and Other Disorders of
Female Reproductive Endocrinology 1716
Meredith B Loveless and Shehzad Basaria
102 Nonmalignant Vulvovaginal Disorders, Pelvic Inflammatory Disease, and Chronic Pelvic
105 Diseases of the Breast 1770
Rima J Couzi and Michael J Purtell
106 Menopause and Beyond 1784
Degeneration 1799
Nada S Jabbur and Sharon D Solomon
108 Glaucoma 1808
David S Friedman
109 Diseases of the Eyelid, Conjunctiva, and
Anterior Segment of the Eye 1816
Robert S Weinberg
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Contents xiii
EARS, NOSE, THROAT, AND
ORAL CAVITY 1831
110 Hearing Loss and Associated Problems 1833
John K Niparko, Sara Love-Schlessman, and Howard W Francis
111 Selected Disorders of the Nose and Throat:
Epistaxis, Snoring, Anosmia, Hoarseness, and
Hiccups 1849
Matthew L Kashima
112 Common Problems of the Teeth and Oral
Cavity 1864
Douglas K MacLeod and David E Kern
115 Disorders of the Pilosebaceous Unit:
Acne and Related Disorders and
Hair Loss 1897
S Elizabeth Whitmore
116 Dermatitis and Psoriasis 1905
S Elizabeth Whitmore
117 Primary Superficial Fungal and Viral
Infections and Infestations 1914
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• P R E F A C E •
This book is directed to practitioners who care for
am-bulatory adult patients The purposes of the book are (a) to
provide an in-depth account of the evaluation,
manage-ment, and long-term course of common clinical problems
that are addressed in the ambulatory setting, and (b) to
provide guidance for recognizing problems that require
either referral for specialized care or hospitalization and
for appreciating the expected course of those problems
Three principles have guided the preparation of each
edition of Principles of Ambulatory Medicine.
1 Practitioners working in a busy practice need to know
about probabilities related to the occurrence, course,
evaluation, and treatment of their patients’ problems
2 The patient makes most decisions in ambulatory care,
and the quality of those decisions depends on the
patient–practitioner relationship and patient education.
3 The practitioner and the patient should incorporate a
preventive point of view into all actions taken to address
the patient’s health
With the seventh edition, Doctors Nicholas H Fiebach,David E Kern, Patricia A Thomas, and Roy C Ziegelstein
have become the Editors, and Doctors L Randol Barkerand Philip D Zieve have become Consulting Editors Allfour of the Editors served as Associate Editors for thesixth edition They played major roles in the expansion andreorganization of that edition, including the addition ofseventeen new chapters and many new authors
For the seventh edition, updating and revising of allchapters have been based on evidence from recent clini-cal trials, on current consensus-based recommendationsfor many conditions, and on the comments of those whohave used the book There are new sections on Bioterror-ism, the Family and Medical Leave Act, and eye surgeryfor refractive errors
Principles of Ambulatory Medicine is extensively
cross-referenced both to avoid redundancy and to facilitate cess to useful information contained elsewhere in thebook In addition, for easy reference, the key topics in eachchapter are presented in outline form at the beginning ofthe chapter For the seventh edition, Specific Referencescited in the text are listed at the end of each chapter, andGeneral References, many of them websites, are found atthe following internet address: www.hopkinsbayview.org/
ac-PAMreferences
xv
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xvi
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5: Complementary and Alternative Medicine 6: Sexual Disorders: Diagnosis and Treatment 7: Sleep Disorders
8: Occupational and Environmental Disease and Bioterrorism 9: Selected Special Services and Programs: Disability Insurance, Vocational Rehabilitation, Family and Medical Leave Act, and Home Health Services
10: Care of the Patient with Cancer 11: Adolescent Patients: Special Considerations 12: Geriatric Medicine: Special Considerations 13: Care at the End of Life
2
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and Core Proficiencies
Temporal Dimension of Ambulatory Medicine 5
Core Proficiencies for Ambulatory Practice 8
Cost Containment and Managed Care 12
A fundamental tenet of this book is that ambulatory care
has distinctive characteristics that should shape
practi-tioners’ approaches to patients This chapter describes the
territory of ambulatory care in the United States, as well
as some of the proficiencies that are central to ambulatory
practice
THE TERRITORY OF AMBULATORY
PRACTICE
Who provides ambulatory care? What patients make
am-bulatory care visits? What problems do patients present at
their visits? What ambulatory care is provided for these
problems? To answer these questions, the United States
National Ambulatory Medical Care Survey (NAMCS),
started in 1973, has collected information periodicallyfrom a representative sample of physicians’ offices
Office-Based Practitioners
Table 1.1 shows the distribution by specialty of the proximately 890 million visits to physicians’ offices in theUnited States during 2002 Of these visits, 18% were to theoffices of internists and 24% were to the offices of general
ap-or family practitioners; 3% of all visits were to physician’sassistants or nurse practitioners (1) This book is directedprimarily to those physicians and other practitioners whoprovide primary care for adult patients
Ambulatory Patients
The NAMCS definition of an ambulatory patient is “an
in-dividual presenting for personal health services who isneither bedridden nor currently admitted to any healthcare institution.” A critical expansion of this definition
is that ambulatory or homebound patients (or members
of their households) have most of the responsibility forcarrying out their own care: They must administer treat-ments, monitor symptoms and functional status, adapt tothe constraints imposed by illness, and decide how to dealwith new problems when they arise These characteristicshave important implications for the care of ambulatorypatients, as discussed later in this chapter and throughoutthis book
Table 1.2 shows the age and sex distribution of the tients who made ambulatory visits to physicians’ offices in
pa-2002 In that year, the annual number of office visits byadults ranged from 1.8 for people 15 to 24 years old to 7.2for people age 75 years and older (1)
Problems of Ambulatory Patients
What types of problems are seen in ambulatory practice?
Using the International Classification of Diseases, 9th vision, Clinical Modification (ICD-9-CM), participants in
Re-NAMCS were asked to name the principal reasons for thevisits by patients Table 1.3 lists the 20 most common diag-noses named in 2002 Because comorbidity, especially thecoexistence of physical and mental morbidity, is very com-mon in ambulatory patients, this list of principal reasons
3
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4 Section 1 / Issues of General Concern in Ambulatory Medicine
◗TABLE 1.1 Number, Percent Distribution, and Annual Rate of Office Visits by
Selected Physician Practice Characteristics: United States, 2002
Physician Practice Number of Visits Percent Number of Visits per Characteristics in Thousands Distribution (%) 100 Persons per Year
All visits 889,980 100.0 314.4General and family practice 215,466 24.2 76.1Internal medicine 156,692 17.6 55.4
All other specialties 103,974 11.7 36.7
From Woodwell DA, Cherry DK National Ambulatory Medical Care Survey: 2002 Summary Advance Data for Vital and Health Statistics No 346 Hyattsville, MD: National Center for Health Statistics, August 26, 2004.
for visits tells only part of the story Furthermore, at least
half of ambulatory care visits are for symptoms, and a
diagnosis that explains these symptoms is infrequently
found (2) Ongoing research on common symptoms will
contribute critical information for addressing the needs of
ambulatory patients (see Kroenke and Laine, Investigating
Symptoms, at www.hopkinsbayview.org/PAMreferences).
Ambulatory Care
In 2002, ambulatory care for adult patients provided by
physicians who identified themselves as the patient’s
pri-mary care provider had the following general
characteris-tics (1):
Average number of visits per week 92
≥6 visits in past year (% of patients) 24%
Status of patient (% of visits)
Average number of drug mentions
per visit
2 drugs
Table 1.4 shows the proportion of ambulatory care visits
reimbursed by each of the primary sources of payment in
the United States for the year 2002
In addition to office visits, telephone and e-mail
encoun-ters and house calls are important in the care of ambulatory
patients Telephone and e-mail encounters enable
physi-cians and patients to handle many problems efficiently
(See Reisman and Stevens, www.hopkinsbayview.org/
PAMreferences.) Home visits are helpful for providing care
to patients who are too frail to make office visits and forlearning facts about patients’ home conditions that mayfacilitate management of their problems at future officevisits In 2002, primary care physicians practicing in theUnited States reported the following regarding nonofficeencounters with patients (1)
Office Telephone E-mail Home Visits Consultation Consultation Visits
Percent ofphysicians
Averagenumberper week
Self-Care and Alternative Care
Before making visits to physicians, patients usually tempt to diagnose and treat their own symptoms Addition-ally, in the past decade an increasing number of patients
at-in the United States report usat-ing one or more of the manytypes of complementary and alternative care medicinesthat are described in Chapter 5 (3)
Classic studies of self-care in a number of countriesshow that at any one time approximately 30% of personsare taking nonprescribed medications or are engaged inself-care for a problem for which they have not consulted
a physician (4) Over-the-counter (OTC) medications nowaccount for the majority of medicines taken in the UnitedStates (5) The frequency distribution of conditions man-aged by self-care was estimated by Fry (6), on the basis
of many years of general practice in a community well
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Chapter 1 / Ambulatory Care: Territory and Core Proficiencies 5
Annual Rate of Office Visits by Patient’s Age, Sex, and Race: United States, 2002
Patient’s Age (Years), Number of Visits Percent
Sex, and Race in Thousands Distribution (%)
75 years and over 115,049 12.9
Sex and Age
Under 15 years 76,382 8.615–24 years 44,909 5.025–44 years 128,743 14.545–64 years 144,205 16.265–74 years 61,819 6.9
75 years and over 73,017 8.2
Younger than 15 years 82,853 9.315–24 years 26,956 3.025–44 years 63,616 7.145–64 years 97,937 11.065–74 years 47,512 5.3
75 years and over 42,032 4.7
From Woodwell DA, Cherry DK National Ambulatory Medical Care Survey:
2002 Summary Advance Data for Vital and Health Statistics No 346.
Hyattsville, MD: National Center for Health Statistics, August 26, 2004.
known to him, as 25% upper respiratory tract infections,
20% musculoskeletal symptoms, 20% emotional problems,
10% acute gastrointestinal symptoms, 5% skin rashes, and
20% miscellaneous other symptoms Both the changing
status of drugs from prescription to OTC formulations and
the availability of herbal remedies without a prescription
(see Chapter 5) have expanded the “formulary” that
pa-tients can access for self-care
Table 1.5, adapted from NAMCS data, shows the timeinterval between the onset of a new problem and the
decision to go to a physician (i.e., the duration of
self-care) for a number of common conditions Not
surpris-ingly, patients with lacerations presented within 1 day,
pa-tients with symptoms of acute infection and chest pain
tended to present within 1 week, and patients with most
Diagnoses in Ambulatory Care Visits:
United States, 2002
Primary Diagnosis Number of Visits Percent Group in Thousands Distribution (%)
All visits 889,980 100.0Essential hypertension 48,180 5.4Routine infant or child
health check
35,935 4.0
Acute upper respiratoryinfections, excludingpharyngitis
30,141 3.4
Diabetes mellitus 24,877 2.8Arthropathies and
related disorders
23,725 2.7
General medicalexamination
22,362 2.5
Spinal disorders 20,444 2.3Rheumatism, excluding
back
17,766 2.0
Normal pregnancy 17,585 2.0Otitis media and
eustachian tubedisorders
16,702 1.9
Malignant neoplasms 15,651 1.8Chronic sinusitis 14,197 1.6Allergic rhinitis 14,101 1.6
Gynecologic examination 11,883 1.3Disorder of lipoid
From Woodwell DA, Cherry DK National Ambulatory Medical Care Survey:
2002 Summary Advance Data for Vital and Health Statistics No 346.
Hyattsville, MD: National Center for Health Statistics, August 26, 2004.
other problems tended to present after at least 1 week ofself-care
Self-care before professional care is an important way
in which the patient, not the practitioner, makes the sions in the domain of ambulatory medicine The patient’sprimary role in carrying out the plan of care after an of-fice visit has already been emphasized These two featuresconfirm the primacy of the patient’s actions in determiningthe course of events in ambulatory medicine
deci-Temporal Dimension
of Ambulatory Medicine
The information from the NAMCS does not illuminate thelongitudinal nature of ambulatory care Table 1.6 shows
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6 Section 1 / Issues of General Concern in Ambulatory Medicine
Office Visits by Primary Expected Source of Payment: United States, 2002
Primary Expected Number of Visits Percent
Source of Payment in Thousands Distribution (%)
From Woodwell DA, Cherry DK National Ambulatory Medical Care Survey:
2002 Summary Advance Data for Vital and Health Statistics No 346.
Hyattsville, MD: National Center for Health Statistics, August 26, 2004.
the 5-year profile of care for an elderly woman This
pa-tient’s story illustrates each of the following important
questions, for which only the passage of time provides the
answers:
■ What is the significance of a recent symptom (e.g., the
temporal headache for 1 year reported in 1975,
subse-quently not a serious problem)?
■ What is the advisability of initiating a referral for a
prob-lem (e.g., cataract identified but asymptomatic in 1975;
evaluated when more symptomatic in 1978 and
classi-fied as not mature)?
■ How well will the patient adhere to recommended
treat-ment (e.g., the digoxin prescribed in 1975 for heart
fail-ure, taken reliably for 5 years)?
■ What is the impact of a new treatment on the patient’s health (e.g., addition of a diuretic in 1978, with heart
failure gradually improving during the next month)?
■ What is the impact of intercurrent medical problems on the patient’s functional status? (The answer to this ques-
tion varied over time and was dependent on intercurrentproblems: Although the patient’s ambulation deterio-rated greatly during the 5 years, other valued activities,such as crocheting and canning, did not.)
■ What is the impact of the patient’s illness on family bers in the same household? (The answer to this question
mem-also varied over time; “exhaustion” at one point did notpredict transfer to a long-term care facility.)
Goals of Ambulatory Care
Patient Expectations
The goals of ambulatory care are strongly influenced bythe expectations of patients for their day to day activities inthe community When they make office visits, ambulatorypatients are seeking help to relieve symptoms or to cure,ameliorate, or prevent illness, so that they can maintain orresume valued activities Depending on the severity of theirproblems, outpatients may be greatly, moderately, or not atall constrained from attaining their expectations By virtue
of living in the community, they (or other caregivers) play
an active role in how these expectations are addressed, incontrast to the more passive role played by hospitalizedpatients
Implications for Practice
To determine how any patient is doing, it is helpful to beaware of the patient’s particular expectations and how wellthe patient is meeting them This usually involves learningabout the makeup of the patient’s current household and
Onset of Complaint or Symptom, According to Selected Principal Reasons for Visit: United States, 1977
Time Since Onset of Complaint or Symptom (days)
Principal Reason for Visit Total 1 1–6 7–21 30–90 >90 Not Applicable
All new problem visits 100.0 8.2 37.3 15.6 10.3 13.9 14.8
Laceration, upper extremity 100.0 70.4 15.4 7.8 3.0 2.1 1.3
From National Ambulatory Medical Care Survey: 1977 Summary Hyattsville, MD: National Center for Health Statistics.
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Chapter 1 / Ambulatory Care: Territory and Core Proficiencies 7
◗TABLE 1.6 Profile of 5 Years in the Care of an Elderly Patient
(each problem italicized )
Year
Encounters Initial visit, four office visits,
many phone calls
Three office visits,many phone calls
Five office visits, twohospital admissions,one home visit,many phone calls
Four office visits,many phone calls
Four office visits,many phone calls
Stable (digoxin) Stable (digoxin) Congestive heart
failure (diuretic
added)
Stable (digoxin,diuretic)
Degenerative joint disease (knees for years;
cervical spine for years)
Waxes and wanes(aspirin, Motrin)
Same (coated aspirin) Same (coated aspirin) Same (coated aspirin)
Temporal headaches for
1 year (erythrocytesedimentation rate, 30)
Rarely Rarely Rarely Rarely
Hearing loss (ear, nose,
and throat examination:
senile high frequencydeficit, no prescription)
Stable Stable Stable Stable
Bilateral cataracts Stable Stable Referred (not mature) Stable
Leukoplakia, mouth
(biopsy: not malignant)
Stable Stable Stable Referred for change in
appearance (biopsy:
not malignant)
Hematocrit, 35
(guaiac-negative)
Stable Stable Stable Stable
Constipation (for years) Waxes and wanes
(OTC laxative asneeded)
Same (OTC laxative
as needed)
Same (OTC laxative
as needed andstool softener)
Same (OTC laxative asneeded and stoolsoftener)
Leg cramps (quinine
at bedtime)
Minimal (quinine atbedtime)
Same (quinine atbedtime)
Same (quinine atbedtime)
Left cerebral transient ischemic attack
Left CVA (hospital,
physical therapy)
Stable (righthemiparesis)
Recurrent left CVA
(home management)
Dog bite (cellulitis) No recurrence No recurrence
Rectal bleeding
(hospital, negativeworkup)
Family doing well
Painful toe Persists (codeine)
Appetite lost temporarily
No recurrence
Overall profile 87-year-old widow living
with daughter’s family,ambulatory andindependent in the home,mentally intact, crochetsand cans food; weight,166; multiple medicalproblems identified atinitial visit
88 years old, statusthe same; weight,160; two newproblems
89 years old,ambulation withwalker assistanceafter CVA; weight,151; four newproblems,hospitalized twice
90 years old, statusthe same; weight,140; three newproblems
91 years old;
ambulation moreimpaired aftersecond CVA;
mentally intact,crochets and cansfood; weight, 139; nonew problems
CVA, cerebrovascular accident; OTC, over-the-counter.
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8 Section 1 / Issues of General Concern in Ambulatory Medicine
◗TABLE 1.7 Factors to Consider in the Family Life
Cycle State of One’s Patient
Family Life Cycle State Developmental Tasks
Leaving home Differentiate self in relation to family
Develop intimate peer relationshipsEstablish oneself in work
Couples and pairing Form a committed relationship
Realign relationships with extendedfamily to include partnerPregnancy and childbirth Make room for children in the family
Become parents while remainingspouses
Family with young children Form a parent team
Negotiate relationships withextended family to includeparenting and grandparenting rolesFamily with adolescents Shift parent-child relationship to
permit adolescent to move in andout of system
Adulthood and middle years Refocus on marital and career issues
Deal with disabilities and death ingrandparents
Deal with own aging and mortalityGraying of the family Maintain functioning in face of
physiologic declineDeath and grieving Deal with loss of spouse, siblings,
and peersPrepare for own death
Adapted from Carter CA, McGoldrick M, eds The family life cycle: a
framework for family therapy New York: Gardner Press, 1980.
the patient’s usual role in the family, the patient’s
occupa-tion and level of formal educaoccupa-tion, and the patient’s valued
activities It is also helpful to be aware of the
developmen-tal tasks that may be relevant to a patient’s family Table
1.7 lists tasks that are typical of the various stages in the
life cycle of a family The significance of this information
can be illustrated by the common example of a
middle-aged man who has had an uncomplicated myocardial
in-farction After 3 months, the patient might be assessed as
“status postmyocardial infarction—doing well.” If he has
resumed work and other valued activities, then he is
prob-ably “doing well.” If he is not back at work, is financially
stressed, and his wife reports that he has become
irrita-ble, then he is not doing well and the situation requires
evaluation
Awareness of a patient’s life circumstances is
partic-ularly important in preventive care (see Chapter 14), in
which the patient’s degree of wellness, rather than degree
of illness, is assessed Assessing wellness means
deter-mining a patient’s goals, learning whether a patient
en-gages in health-promoting behaviors and identifying what
health risks the patient has For example, a 45-year-old
mother who seeks balance between her professional and
family life, is happily married, is free of chronic
dis-ease, has stopped smoking, has had periodic negative
Papanicolaou (Pap) smears, exercises regularly, and drinksalcohol only socially would be assessed as very well If ev-erything was the same except that the patient smoked twopacks of cigarettes daily, she would be assessed as onlymoderately well because of the major risk posed by heavytobacco exposure If she was feeling quite aimless, was re-cently divorced, had stopped seeing friends, and was smok-ing and drinking heavily, she would be assessed as not verywell, even though she might not complain of any particularsymptoms or have objective evidence of any disease
The approach to addressing the goals of ambulatory tients described here was recently summarized as shiftingone’s focus from a disease orientation to a focus on themeanings that patients attach to their illness, which typi-cally consists of multiple diseases and symptoms in chron-ically ill patients (7)
pa-CORE PROFICIENCIES FOR AMBULATORY PRACTICE
Information such as that provided by the NAMCS cussed earlier) has implications for several core proficien-cies needed in the practice of ambulatory medicine Thesecore proficiencies include medication prescribing, docu-mentation of care, coordination of care, discharge plan-ning, cost containment, evidence-based decision making,patient-centered communication, patient education andpromotion of healthy behavior, and integration of preven-tion into practice Chapters 2, 3, 4, and 14, respectively,address in depth the latter four areas
(dis-Medication Prescribing
Clinical pharmacology is the source for the many detailsneeded for appropriate prescribing of medications Apartfrom the impact of a medication on a patient’s condition,
it is important to be aware of the following aspects of eachdrug that one prescribes:
■ Practical information about initiating the drug:
appro-priate starting dosage and schedule; modifications indosage and schedule dictated by patient age, concur-rently administered drugs, and the presence of diseasesaffecting drug metabolism; time interval for the effects
of the drug to become apparent; duration of a course
of the drug (when not a maintenance drug); how to sess the impact of the drug; potential interaction withother drugs the patient is taking; approximate cost tothe patient of the drug; and whether the patient canafford it
as-■ The major side effects of the drug: when to anticipate them
and how to detect, monitor for, and manage them
■ The major reasons for inadequate response to a drug:
non-adherence, insufficient dosage of drug, antagonism ofthe drug by patient behavior or use of concurrent drugs,
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Chapter 1 / Ambulatory Care: Territory and Core Proficiencies 9
and primary refractoriness to the drug; how to recognizeand manage each of these problems
■ Practical information about adjusting the dosage:
mini-mum and maximini-mum dosages that can be tried and thetime intervals that are appropriate for adjusting dosagesand assessing impact
Because prescription of medications is the single mostcommon action taken by nonsurgical clinicians in ambu-
latory practice (see above), rapid access to this practical
information through published or electronic resources is
particularly important
Documentation of Care
Documentation of care in the ambulatory record serves
several purposes It provides for rapid access by
practi-tioners to the information they need for clinical decision
making at serial visits; justification of the level of care for
which payers are billed; and data accessibility for a
quality-of-care audit Documentation of care also stands as legal
evidence of a practitioner’s actions Both paper and
elec-tronic records can be designed to meet these purposes In
2002, approximately 18% of primary care physicians used
electronic clinical records (1) For a number of compelling
reasons, the implementation of electronic health records,
with connectivity between users, is regarded as a national
priority in the United States (8)
A well-structured primary care record, either paper orelectronic, includes the following components and infor-
mation:
■ A primary care front sheet (Fig 1.1) that includes a social
profile (information about the patient’s living situation,marital status, family makeup, occupation, education,social and recreational environment), a problem list that
is prominently displayed and facilitates awareness of thepatient’s problems, and other information that should
be readily findable, such as the patient’s allergic history,past hospitalizations and operations, and the status ofadvance directives
■ A treatment and clinical/laboratory flow sheet that is
prominently displayed and makes important past andcurrent information accessible for decision making (Fig
1.2)
■ A preventive care profile and flow sheet that documents
the patient’s risk factors (including family history of ness) and promotes the appropriate provision of peri-odic preventive care (for an example, see Fig 14.3)
ill-■ Encounter forms, including forms for telephone
encoun-ters, that allow clear documentation of information,thinking, and plans
■ Dividers, color-coded forms, and standardized locations
for various types of information such as consultants’
let-ters and laboratory reports, to increase the accessibility
of clinical data
To document patient education, prescriptions, andwork slips, it is helpful to use forms that make duplicatesfor mounting in the patient’s record
Coordination of Care
Another proficiency important in ambulatory practice isskill in coordinating the patient’s care Coordination ofcare refers to referral for, awareness of, and interpreta-tion of the services that a patient may need or receive Theavailability of many diagnostic and consultative servicesrequires generalists (1) to be prudent in recommendingthem and in using the information they provide, and (2) to
be aware of the cost of a service, the nature of the ence the patient will undergo, and the likelihood that theservice will be of value to the patient
experi-The services recommended for patients may involve manent, temporary, or partial transfer of responsibility forthe patient’s care (e.g., to a surgeon), or they may be strictlyconsultative, meaning that they provide information to beused by the referring physician or practitioner (rangingfrom diagnostic test results to a consultant’s suggestions)
per-Approximately 7.3% of office visits include referral of the patient to another physician (1) The following general
guidelines are important in coordinating the care of a tient who is referred for consultation:
pa-■ Assure that the necessary information is transmitted tothe person who will provide the service For example,there should be clear communication of the facts gener-ally needed by consultants (Table 1.8)
■ Ensure that the patient understands the reason for therecommended services, arrange to obtain informationpromptly after a service has been performed, and ensurethat the patient learns, as soon as it is appropriate, themeaning of this information
The finding in a 2003 survey that in one of seven primarycare office visits information critical for decision making
is missing, speaks to the challenge presented by the ordinating role of the generalist practitioner (9) As notedabove, the wider use of interconnected electronic clinicalrecords has the potential to greatly streamline this role
co-Patients sometimes obtain services for medical lems without referral by their personal physician Thesemost often include visits to emergency departments, tospecialists such as ophthalmologists, or to alternative prac-titioners (3) Being aware of these visits is another way
prob-in which generalists coordprob-inate their patients’ care Whenthey obtain services elsewhere, patients can play an essen-tial role by requesting that information be sent to theirpersonal physicians
Discharge Planning
Admission of the patient to the hospital follows imately 0.5% of office visits (1) For each admission,
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10 Section 1 / Issues of General Concern in Ambulatory Medicine
FIGURE 1.1.Example of a primary care front sheet
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Chapter 1 / Ambulatory Care: Territory and Core Proficiencies 11
FIGURE 1.2.Example of a clinical flow sheet, which aligns treatments and clinical/laboratory eters
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12 Section 1 / Issues of General Concern in Ambulatory Medicine
Consultants Generally Need from the Referring Physician
The specific reason for the consultation
Relevant current medical problems
Relevant current medications
Relevant diagnostic tests already completed
What the patient has been told about the referral
Patient’s attitude about the problem (if relevant)
Patient’s address or telephone number
hospital discharge usually means the return of the
pa-tient to ambulatory care by the papa-tient’s primary
physi-cian Each of the generic proficiencies described earlier
is especially important when patients make the transition
from dependence on hospital personnel to dependence on
themselves or their families for management of their
med-ical problems
Beginning with the implementation of the federal
pros-pective payment systems in the 1980s, and continuing with
the growth of managed care in the 1990s, very short
hospi-tal stays have become the norm in the United States By the
beginning of the 21st century, inpatient care by hospitalists
had become common and had been shown to add to the
efficiency of hospital care (10) These changes have drawn
attention to the elements of effective discharge planning,
such as ensuring that patients and their families have a
good understanding of the plan of care, ensuring that a
concise discharge summary goes promptly to the
practi-tioner or to the setting responsible for postdischarge care,
and using home health services or other community-based
services to help patients complete care that was previously
carried out during prolonged hospital stays Chapter 9
pro-vides detailed information about home health services
Cost Containment and Managed Care
Because of the extraordinary increase in available
medi-cal services in the past three decades and because of the
parallel increase in the cost and the use of these services,
cost containment in medical care is generally recognized
as a national imperative Managed care—that is, health
care in which delivery and financing of care are linked in
a variety of models—has emerged as a major strategy for
containing costs Managed care plans make arrangements
with physicians ranging from directly employing them
(staff-model HMOs) to contracting with them
association–model) (11) Based on the 2002 NAMCS datafrom primary care physicians, 40% have 3 to 10 and 35%
have more than 10 managed care contracts (1)
The goals of containing costs while providing quality care have critical implications for generalist physi-cians and practitioners, because it is they who coordinatemuch of the medical care provided in our society (12)
high-These goals can be addressed in a number of ways, cluding the following:
in-■ Taking a history carefully and allowing some time
to pass before embarking on an extensive diagnosticworkup of a new symptom;
■ Keeping well informed about the impact on health comes of costly diagnostic procedures and therapies;
out-■ Avoiding additional tests that will not alter one’s sions;
deci-■ Devoting sufficient time to educating patients abouttheir conditions (especially about conditions that oftenlead to inappropriate and costly doctor shopping by thepatient);
■ Prescribing only necessary medications and selectingthe least-expensive preparations;
■ Using home health services and other community vices, including innovative programs focused on high-cost conditions such as congestive heart failure, to fore-stall the need for hospital admission or to shorten thelength of hospitalization
ser-Before the era of managed care, fee-for-service bursement tended to foster excessive use of laboratorytests and costly procedures There were few external incen-tives for practitioners to engage in the inquiry, observation,counseling, and decision making that would have obviatedmuch inappropriate use of health services Besides foster-ing more appropriate spending of health care dollars, man-aged care may foster inappropriately low use of laboratorytests and costly procedures Fortunately, direct incentives
reim-to practitioners reim-to reduce the use of such services havebeen banned in most settings To the extent that managedcare rewards physicians for cognitive services—and doesnot overburden them with administrative hurdles or forceupon them unreasonable productivity expectations—it hasthe potential both to promote the health of patients and toreduce the unnecessary use of costly services
SPECIFIC REFERENCES
1 Woodwell DA, Cherry DK National Ambulatory
Medical Care Survey: 2002 Summary Advance
Data for Vital and Health Statistics No 346.
Hyattsville, MD: National Center for Health
Statistics, August 26, 2004.
2 Kroenke K Studying symptoms: sampling and measurement issues Ann Intern Med 2001;
134:844.
3 Eisenberg DM, Davis RB, Ettner SL, et al.
Trends in alternative medicine use in the United
States, 1990–1997 JAMA 1998;280:1569.
4 Kohn R, White KL, eds Health care New York:
Oxford University Press, 1976.
5 Google Fact Sheet, 2005 The Use of Counter Medicines.
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Chapter 2 / Practicing Evidence-Based Medicine 13
6 Fry J Common diseases: their nature, incidence
and care 2nd ed Philadelphia: Lippincott, 1979.
7 Tinetti ME, Fried T The end of the disease era.
Am J Med 2004;116:179.
8 Institute of Medicine, Committee on the Data
Standards for Patient Safety Key Capabilities
of an Electronic Health Record System.
Washington, DC: Institute of Medicine, 2003.
9 Smith PC, Araya-Guerra R, Bublitz C, et al.
Missing clinical information during primary care visits JAMA 2005;293:565.
10 Wachter RM, Goldman L The hospitalist movement 5 years later JAMA 2002;287:487.
11 Gold MR, Hurley R, Lake T, et al A national
survey of the arrangements managed-care plans make with physicians N Engl J Med 1995;333:
1678.
12 Bodenheimer T, Fernandez A High and rising health care costs Part 4: can costs be controlled while preserving quality? Ann Intern Med 2005;
Clinicians are increasingly (and appropriately) asked to
provide both scientifically sound and cost-effective
medi-cal care These expectations have given rise to an emphasis
on evidence-based medicine (EBM), which is defined as the
conscientious, explicit, and judicious use of current best
evidence in making decisions about the care of individual
patients (1) EBM focuses on issues integral to day-to-day
patient care: assessment of risks, prevention, screening,
diagnosis, prognosis, treatment, and management of the
increasing amount of medical information that confronts
health care practitioners
Evidence-based decision making is especially tant in ambulatory practice because this is the setting
impor-∗ Scott M Wright contributed to an earlier version of this chapter.
where patients are most likely to present with tiated problems It is also the setting where most clinicaldecisions are made
undifferen-The following steps are considered to be indispensable
to practicing EBM:
Step 1: Formulate specific questions that are relevant to apatient’s care and identify the type of information that isneeded (e.g., efficacy or harm of a treatment, accuracy
of a diagnostic test)
Step 2: Identify and retrieve the relevant data
Step 3: Critically appraise the relevant information
Step 4: Apply the valid information to the patient whosepresentation initiated the inquiry, taking into accountthe patient’s values and wishes
The importance of step 1, formulation of specific
tions, can be understood by considering two similar tions that might be generated when a practitioner sees apatient with hepatitis C who asks whether antiviral ther-apy, which the patient has read about in the newspaper,should be initiated:
ques-■ Question A: How effective is interferon and ribavirin forthe treatment of hepatitis C?
■ Question B: For Mr B, the 48-year-old man with type 2hepatitis C whose transaminases and liver function testshave been normal during the last 9 months, what is theevidence regarding the efficacy and safety of interferonand ribavirin in preventing cirrhosis and other compli-cations?
The second question is more specific and will better help
to tailor the search effort (step 2) to the clinical outcomesthat are most relevant to the practitioner and the patient
The successful completion of step 2 requires efficient
and effective searching skills Most medical libraries fer brief hands-on tutorials to teach clinicians how tosearch databases such as MEDLINE and the Internet tofind the current best evidence The National Library ofMedicine (see www.hopkinsbayview.org/PAMreferences)provides access to PubMed (MEDLINE) and multiplehealth and science databases It also offers full-text ver-sions of many articles, eliminating the need for additionalsteps to retrieve the desired manuscripts
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14 Section 1 / Issues of General Concern in Ambulatory Medicine
Step 3, critical appraisal, is likely to be most difficult
and time-consuming for clinicians The two components
of this step are (a) deciding whether the results are valid and
(b) deciding whether the results are relevant to the specific
question being asked
It is more efficient to resolve the second component
first, which can usually be done fairly quickly If the
re-sults are neither relevant nor clinically important, then
one can avoid the time and effort spent judging the
va-lidity and quality of the information There are numerous
books and articles published in the medical literature (e.g.,
the Users’ Guides to the Medical Literature series
pub-lished by the Journal of the American Medical Association)
that aim to teach clinicians the core skills of critical
praisal Having confidence in one’s ability to critically
ap-praise manuscripts on a wide variety of topics (e.g.,
diagno-sis, treatment, cost-effectiveness), and which use a myriad
of study designs, may take time, practice, and even
addi-tional training Such training can be found in workshops
at regional and national meetings or through medical
libraries
Step 4 involves integrating the important and valid
newly found information into the care of one’s patient
This step can be the most satisfying component of
practicing EBM Educating patients that a particular
di-agnostic approach or treatment is supported by current
medical research may instill a sense of confidence about
the practitioner’s knowledge and expertise in finding new
data However, even after completing all these steps,
choos-ing the best course of action is not always straightforward,
and the patient’s values and wishes should determine the
ultimate course of action For example, a patient may wish
to forgo a treatment that may prolong their life but will
likely worsen their quality of life (e.g., chemotherapy for
metastatic cancer) or a patient may be unwilling to trade
a short-term risk for the possibility of a long-term
bene-fit (e.g., carotid endarterectomy for asymptomatic carotid
stenosis)
It would be impractical to assume or recommend that
primary care practitioners embark on these fundamental
steps of EBM every time a clinical question comes up
However, when critical queries arise that are likely to recur
or are particularly important to an individual patient, this
version of “self-directed continuing medical education” is
likely to be helpful to both practitioners and patients Some
barriers to practicing EBM include skepticism by
practi-tioners, information overload and feeling overwhelmed by
the growth of medical knowledge, lack of time, and lack of
appropriate resources, skills, or motivation to implement
EBM (2) Furthermore, for some clinical questions,
high-quality data is lacking
All dedicated and committed clinicians, however,
prac-tice EBM to some degree To counterbalance the barriers to
practicing EBM, the following facilitating behaviors have
been proposed: (a) reading and keeping up-to-date with themedical literature (see Keeping Up); (b) refining one’s EBMskills (practice makes perfect); (c) collaborating with col-leagues so that valuable clinical evidence is shared amongpractitioners; (d) writing down specific clinical questions(step 1) when they come up so that the process can con-tinue when time permits; (e) setting up one’s computer(e.g., bookmarking relevant websites) and one’s office (e.g.,acquiring access to high-quality information) so as to findinformation efficiently; and (f) making friends with thelibrarian at the nearest medical library
The remainder of this chapter discusses the core ples of EBM that apply to issues most relevant to primarycare practice: diagnosis, prognosis, treatment, risk or po-tential harm, and cost-effectiveness Strategies for keeping
princi-up are also discussed Chapter 14 discusses principles thatapply to prevention and screening
DIAGNOSIS How Clinicians Formulate a Diagnosis
Diagnostic assessment begins the moment one meets apatient Behavioral scientists have described at leastfour ways in which clinicians formulate diagnoses: pat-tern recognition, algorithm, exhaustion, and hypothesis-deduction
Pattern Recognition
Many diagnoses are made instantly because clinicianshave learned to recognize patterns specific to certain dis-eases, such as the face of a patient with Down syndrome
or the elbows of a patient with psoriasis The certainty
of these types of diagnoses is so great that further testingoften is unnecessary
Algorithm
Algorithms are growing more common as a result ofthe growth of clinical practice guidelines, which, whengrounded scientifically, can be extremely helpful Thedrawbacks of algorithms are that they must be constructedbefore the patient is seen, and they must account for everypossibility in a workup
his-to do one again On occasion, however, clinicians do resort
to comprehensive histories and examinations, as much tobuy time to think as to uncover hidden disease
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Chapter 2 / Practicing Evidence-Based Medicine 15
Hypothesis–Deduction
Clinicians usually diagnose by forming hypotheses and
testing them, as is done in scientific experimentation On
hearing that a patient has chest pain, the practitioner
builds a short list of hypotheses, invites further
descrip-tion, and then asks focused questions that help confirm
or rule out the hypotheses The questions in the interview
and each maneuver in the examination are as much
diag-nostic tests as the electrocardiogram or the chest
radio-graph Studies of clinicians’ behavior reveal that the short
list of hypotheses usually does not exceed three or four
diagnoses Typically, new hypotheses are added as others
are discarded, but the eventual goal is to narrow the list
and reduce the uncertainty about which diagnosis is most
likely Studies of clinicians in ambulatory practice showed
that hypotheses were generated, on average, 28 seconds
into the interview, and that correct diagnoses of standard
problems were made 6 minutes into 30-minute workups;
the correct diagnoses were made in 75% of the
encoun-ters (3)
The hypothesis–deduction model reveals a truth mon to all methods of diagnosis: Rarely can a clinician
com-be absolutely certain of any diagnosis Clinicians live with
uncertainty, and the role of all diagnostic tests—the
inter-view, the physical examination, the laboratory evaluation,
trials of empiric treatments, allowing time to pass
(expec-tant observation)—is to narrow the uncertainty enough to
place a diagnostic label on a patient’s problem How
nar-row the uncertainty must be depends on the practitioner’s
and the patient’s tolerance of uncertainty, the severity of
the suspected disease, the “treatability” of the suspected
disease, and the benefits and risks of possible treatments
Steps in the Hypothesis–Deduction
Process
Evidence shows that clinicians implicitly use common
sense and their medical knowledge to reach a diagnosis
with adequate certainty Explicitly, the diagnostic process
follows certain steps
Step 1: Form a Hypothesis and
Estimate Its Likelihood
The estimate of likelihood is called the pretest probability
(or prior probability); it simply represents the estimate of
prevalence of the disease in a group of people similar to
the patient at hand Each hypothesized diagnosis and the
estimate of its likelihood comes initially from evidence
col-lected during the interview and physical examination and
from the practitioner’s fund of knowledge from sources
such as other patients, colleagues, textbooks, and journals
More recently, computer programs have been developed to
aid clinicians in making this estimate; these programs havethe potential to become a powerful tool in clinical decisionmaking
Step 2: Decide How Certain the Diagnosis Must Be
If the hypothesized disease is easily and safely treated, onemight have to be less certain than if the disease has an omi-nous prognosis or demands complex, risk-laden treatment
For example, a 75% certainty that a patient has ccal pharyngitis might be sufficient to prescribe an antibi-otic, whereas a much higher level of certainty is neededbefore diagnosing and treating a patient with suspectedleukemia If the pretest probability is above the thresholdfor a hypothesized disease (e.g., greater than 75% for strep-tococcal pharyngitis), further tests are unnecessary andtreatment is prescribed Conversely, if one is adequatelycertain that the patient does not have the hypothesized dis-ease (e.g., 90% probability that the patient does not havestreptococcal pharyngitis), no further tests are requiredand the patient can be reassured and educated However,
streptoco-if the level of uncertainty remains between these two tremes, further testing (e.g., a throat culture) can helpmove the case toward one extreme or the other Diagnostictesting usually is most helpful between the two extremes
ex-of certainty, whereas further testing generally has little pact on the posttest probability if the pretest probability isvery high or very low
im-Step 3: Choose a Diagnostic Test
Which test to choose depends on many factors, including
its safety, its accuracy (e.g., how closely an observation or
a test result reflects the true clinical state of a patient),how easily it can be done, its cost, and, not least, the pa-tient’s preferences and values regarding tests, especiallythose that carry risks Accuracy includes both reliability
and validity Reliability of a test, also called reproducibility
or precision, is the extent to which repeated measurements
of a stable phenomenon give results close to one another
Validity is the degree to which a test measures what it is
supposed to measure A test can be reliable but not valid(i.e., it reliably measures the wrong phenomenon), or it can
be valid but not reliable (i.e., it measures the phenomenon
of interest, but with wide scatter)
When considering a test, one needs to reflect on each
of these factors Table 2.1 summarizes practical guidelines
to assess and critically appraise reported studies of nostic tests When selecting a test for a patient, the crucialquestions to ask are, “Will the results of the test change
diag-my plan?” and “Will diag-my patient be better off from having
had the test?” (the utility of the test) If the answer to these
questions is “No,” the test should not be performed
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16 Section 1 / Issues of General Concern in Ambulatory Medicine
Diagnostic Test
Was there an independent blind comparison with a gold standard?
Was the test evaluated in a sample of patients that included an
appropriate spectrum of disease (mild to severe, treated and
untreated) plus patients with commonly confused disorders?
Was the setting for the evaluation adequately described?
Were the reproducibility of the test result (precision) and its
interpretation (observer variation) determined?
Was the term normal defined sensibly?
Were the methodologies for conducting the test described well
enough for their exact replication?
Was the utility of the test determined (i.e., were the patients better
off for having had the test)?
Adapted from Sackett DL, Haynes RB, Guyatt GH, et al Clinical
epidemiology: a basic science for clinical medicine 2nd ed Boston: Little,
Brown, 1991.
Step 4: Be Aware of the Test’s
Performance Characteristics
Every diagnostic test has a sensitivity and specificity for
each disease it tests for Sensitivity and specificity have
become common terms in medical discussion, but they
are often misunderstood The sensitivity of a test (the true
positive rate) is equal to the number of study subjects with
a given disease who have a positive test divided by all study
subjects with the disease The specificity of a test (the true negative rate) is the number of study subjects without the
disease who have a negative test divided by all those out the disease The 2× 2 table in Fig 2.1 reveals muchabout these and related terms
with-Tests with high sensitivity have a low false-negative rateand are useful for “ruling out” a diagnosis (when they arenegative) Conversely, tests with high specificity have a lowfalse-positive rate and are useful for “ruling in” a diagnosis(when they are positive) One way of remembering this
is with the mnemonics SnNOut (high sensitivity, negativeresult rules out) and SpPIn (high specificity, positive resultrules in) However, it should be pointed out that these rules
of thumb do not always hold up in actual practice; theability of a sensitive test to rule out a diagnosis is reducedwhen the specificity is low (4)
“Diseased” and “not diseased” are labels that reflect abest test or a definition of a certain disease: the so-called
gold standard For pulmonary embolus, for example, the
gold standard is the pulmonary angiogram For angina,there is no sure test, so a case definition becomes thegold standard Skepticism must be used in evaluating gold
Assessment of iron stores in bone marrow of anemic patients
FIGURE 2.1.Test performance
determined by research
Resear-cher identifies diseased and
non-diseased patients using a gold
standard and then determines
the performance characteristics
(sensitivity and specificity) of
another test Example:
Iron-deficiency anemia
determina-tion using bone marrow
aspi-rate/biopsy as the gold standard
and serum ferritin measurement
as the screening test (Data from
Guyatt GH, Patterson C, Ali M,
et al Diagnosis of iron
defi-ciency in the elderly Am J Med
1990;88:205.)
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Chapter 2 / Practicing Evidence-Based Medicine 17
Iron-Deficiency Anemia: Likelihood Ratios
Serum
to be Used as False-Negative False-Positive Likelihood Ratio Likelihood Ratio
the Cutoff Sensitivity Rate (1− Specificity Rate (1− (sensitivity/false- (false-negative
Value (μg/L) (%) sensitivity, %) (%) specificity, %) positive rate) rate/specificity)
Adapted from Guyatt GH, Patterson C, Ali M, et al Diagnosis of iron deficiency in the elderly Am J Med 1990;88:205, and
from Sackett DL, Haynes RB, Guyatt GH, et al Clinical epidemiology: a basic science for clinical medicine 2nd ed.
Boston: Little, Brown, 1991.
standards, for they often have their own limitations For
example, when gallbladder ultrasonography was tested for
use in the diagnosis of cholelithiasis, it initially seemed
to be a poor test in comparison with the gold standard
(oral cholecystogram), not because of problems with the
new test, but because, as was later shown, the gold
stan-dard was itself a poor test (5) Studies of diagnostic
test-ing may have other problems, includtest-ing verification bias
(when those with a positive test result are more likely to
have further evaluation), spectrum bias (when the
popula-tion tested does not reflect those in whom the test will be
used), and incorporation bias (when the results of the test
under study are included among criteria to establish the
reference standard)
Sensitivity and specificity are not static properties of a test As the cutoff value for an abnormal result is made
more extreme, the test’s sensitivity decreases and its
speci-ficity increases Table 2.2, where progressively lower
fer-ritin levels are used to characterize elderly patients as
hav-ing iron-deficiency anemia (IDA), illustrates this principle
(6) This illustration matches the common-sense
conclu-sion that as a patient’s test result becomes more abnormal,
one can be more certain that the patient has disease—
although never fully certain If one selects a very low
fer-ritin level for the cutoff between normal and abnormal
(Table 2.2), many iron-deficient people will remain
undi-agnosed (i.e., the sensitivity will be low), but almost all of
those diagnosed will be truly iron deficient (i.e., the
speci-ficity will be high) Conversely, if one decides to label
pa-tients as having IDA based on a ferritin level well within
the normal range (e.g., 75μg/L), one will not miss much
disease (higher sensitivity), but will falsely label numerous
anemic patients as being iron deficient who are not (lower
specificity) When interpreting the results of a test, a
clin-ician must consider the severity of disease, the potential
risks and benefits of treatment, and changing information
about the risks and benefits of treatment
Another way of showing the relationship (and
trade-off) between sensitivity and specificity is to plot a receiver
operating curve (ROC); the true-positive rate (sensitivity)
is plotted on the vertical axis and the false-positive rate(1− specificity) on the horizontal axis Figure 2.2 shows aplot of the values provided in Table 2.2 Receiver operatingcurves can be a useful tool to compare different diagnostictests; in general, the closer the curve is to the left-upper-hand corner (100% sensitivity and specificity), the betterthe test performs
Step 5: Determine a Posttest Probability of Disease
The perfect test (100% sensitivity and specificity) wouldyield a “yes” or “no” answer to the question “Does my pa-tient have disease or not?” However, because no test is per-fect, the more appropriate question is: “Given the result ofthis test, what is the posttest probability that my patienthas (or does not have) disease?” Posttest probability takesinto account both the performance characteristics (sen-sitivity and specificity) of the test and the pretest (prior)probability of disease in a group of patients similar to thepatient in question
<15
<35
<65 <95
0 10 20 30 40 50 60 70 80 90 100
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18 Section 1 / Issues of General Concern in Ambulatory Medicine
One method for determining posttest probability is
through the use of predictive values Predictive values
can be calculated from the known sensitivity and
speci-ficity of a test and the estimated pretest probability of
disease Sensitivity and specificity are generally
transfer-able from study to practice settings, provided the
dis-eased and nondisdis-eased populations in the study and in
the practice settings are similar Sensitivity and
speci-ficity usually are not influenced by the prevalence, or
pretest probability, of disease However, predictive
val-ues must be recalculated for each patient or population
from the estimated pretest probability or prevalence of
disease in that particular group Positive predictive value
is the probability of disease in a patient who has an
ab-normal test result Negative predictive value is the
proba-bility of no disease in a patient for whom a test result is
normal Figure 2.1 illustrates the calculation of posttest
probability, based on pretest probability, sensitivity, and
specificity
The lower the pretest probability of disease, the lower
the positive predictive value of a test, the lower the posttest
probability of disease, and the more likely it is that a
positive test result is falsely positive This influence of
pretest probability on posttest probability makes intuitive
sense For example, when a seasoned clinician encounters
an unexpected positive test result in a patient with a very
low likelihood of disease, the clinician is suspicious of the
finding and either repeats the test, suspecting laboratory
error, or orders another, more specific test to confirm or
refute the finding
Published information is available that can be helpful in
estimating pretest probability, and therefore the predictive
value of test results, in patients with selected
characteris-tics Examples of how such information can be used to
interpret test results and determine diagnostic strategies
are illustrated elsewhere in this book for deep vein
throm-bosis (see Chapter 57) and renovascular hypertension (see
Chapter 67)
Another method of calculating posttest probability of
disease is through the use of a likelihood ratio (LR).
This number combines the relationships of sensitivity and
specificity into a single number The positive LR (+LR)
is the true-positive rate (sensitivity) divided by the
false-positive rate (1− specificity), and the negative LR (–LR)
is the false-negative rate (1 − sensitivity) divided by the
true-negative rate (specificity) LR ranges from 0 to
infin-ity; when the positive LR is between 0 and 1, a positive test
result decreases the posttest probability; when it is >1, it
increases the posttest probability; a LR of 1 does not change
the posttest probability (i.e., the test is not useful)
There are a few ways of using the LR to calculate
posttest probabilities The standard method is to convert
pretest probability into an odds ratio, multiply this by the
likelihood ratio to determine posttest odds ratio, and then
convert the posttest odds ratio to a probability:
FIGURE 2.3.Nomogram for interpreting test results using
like-lihood ratios Example from text: An elderly male patient with
anemia has a pretest probability of having IDA equal to 33% Hisserum ferritin level is 33μg/L, which is associated with a positive
LR of 14.3 Extending a straight line through the pretest bility of 33% and the LR of 14.3 results in a posttest probability
proba-of 88% (Adapted from Fagan TJ Nomogram for Bayes’ theorem
N Engl J Med 1975;293:257.)
1 Pretest Probability÷ (1 − Pretest Probability) = PretestOdds
2 Pretest Odds× Likelihood Ratio = Posttest Odds
3 Posttest Odds÷ (1 + Posttest Odds) = Posttest bility
Proba-Another method is to use a nomogram (Fig 2.3) thatallows conversion of pretest to posttest probabilities, given
a known LR, without having to convert back and forthbetween probabilities and odds This alternative is quick,
is easy to use, and decreases the chances of calculationerror
However, converting probabilities to odds ratios andback can be cumbersome, and most of us do not carrynomograms in our pockets For this reason, it may be sim-pler to use a method of estimating posttest probabilities(7) This method is fairly accurate when the pretest prob-ability is between 10% and 90% (i.e., neither very high norvery low) Table 2.3 summarizes the approximate change
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Chapter 2 / Practicing Evidence-Based Medicine 19
◗TABLE 2.3 Simplified Posttest Probability
Estimates Based on Likelihood Ratio∗
Approximate Change Likelihood Ratio in Probability
From McGee S Simplifying likelihood ratios J Gen Intern Med 2002;17:646.
in probability associated with a range of LRs One can
sim-ply remember that positive LRs of 2, 5, 10 are associated
with approximate posttest probability increases of 15%,
30% and 45% respectively Conversely, LRs of 1/2 (0.5),
1/5 (0.2), and 1/10 (0.1) decrease the posttest probability
by 15%, 30% and 45% respectively
For example, suppose the clinician is faced with a year-old male patient who has increasing fatigue and is
67-found to be anemic Knowing that the baseline prevalence
(pretest probability) of IDA among anemic elderly patients
is 31% (6), one might consider this man’s pretest
probabil-ity of IDA to be approximately 33%, for an odds of 1:2, or
0.5 If the serum ferritin is 33μg/L, we can see from Table
2.2 that when a cutoff of<35 μg/L is used, the positive LR
patient has a posttest probability of IDA of about 7 ÷
(1 + 7) = 7 ÷ 8 = 88% Given this posttest probability,
further diagnostic workup (e.g., colonoscopy) to identify
the cause of the IDA is appropriate
Using the nomogram and a straightedge, the posttestprobability is approximately 85% Finally, if we use the
simplified estimation method outlined earlier, we know
that the likelihood ratio is>10; consequently, we should
add at least 45% to the pretest probability of 31%, yielding
a posttest probability of>76%, which is probably close
enough to the actual value to help us in our decision
making
PROGNOSIS
Often, the information that is most important to a patient
who has a new diagnosis is the prognosis (“What is going
to happen to me?”) In choosing therapy, one decides whatone can do for the patient’s disease Yet, predicting whatwill happen to a particular patient usually is not possi-ble, and clinicians must rely on probabilities Sometimes,specific characteristics (“prognostic factors”) such as de-mographic factors, disease-specific factors, and comor-bidities can help further delineate a patient’s progno-sis Clinical prediction rules that take these factors intoaccount can help practitioners arrive at more accurateestimates of prognosis
Prognosis can be addressed in two ways: the ural history of a disease and the clinical course of a
nat-disease Because few diseases today progress without ical intervention, less is being learned about natural his-tory and more is being learned about clinical course
med-For example, the natural history of diabetes in the late20th century is unknown because virtually no diagnosedpatients go without some type of therapy, yet throughmany studies, more is known about the course of treateddiabetes
Most information about prognosis comes from tive cohort studies in which patients with a disease aremonitored over time Cohort studies may include only un-treated subjects (natural history of a disease), only treatedsubjects, or a combination of both treated and untreatedsubjects (clinical course of a disease) Cohort studies aresimple in design, yet they are often costly in time and
prospec-money They are susceptible to biases, such as sampling bias, in which the group of patients being monitored is not
representative of all patients with that condition Table 2.4summarizes suggested guidelines for assessing studies ofprognosis
TREATMENT
Once a diagnosis is made, treatment becomes the focus
of care Before embarking on a treatment plan, one mustdecide on the goals of treatment (to cure, delay complica-tions, relieve acute distress, reassure, or comfort) Clearly,more than one goal may be chosen For example, when
of Prognosis
Was a representative and well-defined sample of patients (at asimilar point in disease course) assembled?
Are these patients similar to my own?
Was followup sufficiently long and complete?
Were objective and relevant outcome criteria developed and used?
Was the outcome assessment “blind”?
Was adjustment for important prognostic factors carried out?
Adapted from Laupacis A, Wells G, Richardson WS, et al User’s guides to the medical literature V: how to use an article about prognosis JAMA 1994:272:234.
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20 Section 1 / Issues of General Concern in Ambulatory Medicine
diagnosing and treating type 2 diabetes, one may seek to
cure (counsel weight loss and exercise), to delay or prevent
complications (seek tight glucose control), and to relieve
distress, reassure, and comfort (listen to the patient’s fears,
reassure the patient that diabetes is a treatable disease and
that he or she will not be abandoned)
Once the goals have been set, treatments are chosen
Unfortunately, many treatments have never been tested
scientifically in ways that answer the questions that are
of interest to clinicians and their patients (e.g.,
probabil-ity of benefit, size of benefit, onset time and duration of
response, frequency of complications of treatment), and
many aspects of treatment are difficult to measure through
scientific experiments Fortunately, drugs and procedures
are increasingly being subjected to clinical trials, and
mea-sures of quality of life are being included in the evaluation
of therapies
The clinical trial is the current standard for
assess-ment of drugs and therapeutic procedures The strongest
clinical trials are randomized, double-blinded controlled
trials The strength of a randomized controlled trial (RCT)
is that the study groups are likely to be similar with
respect to known determinants of outcome, as well as those
determinants that are unknown However, randomization
is often difficult to accomplish in the real world, where
patients are free to join or refuse to join a clinical trial
and where money to support research is limited
Theoreti-cally, in a trial that is double blinded (meaning that neither
the patient nor the researcher knows who is receiving the
experimental treatment), the researchers’ and patients’
as-sessment of outcome is not biased by prior knowledge of
their assignment (e.g., to placebo or to active treatment)
However, studies may not be truly blinded; for example,
in a trial ofβ-blockers against placebo, patients and
clin-icians can measure pulse rates Nonetheless, the clinical
trial is the least-biased method currently available for
re-searchers to test how well drugs and other interventions
work in ideal situations (efficacy) and in the real world
(ef-fectiveness) Table 2.5 lists guidelines that clinicians can
use when assessing the results of a clinical trial As
of Treatment (Clinical Trials)
Was the assignment of patients to treatments really randomized?
Were all clinically relevant outcomes reported?
Were the study patients recognizably similar to my own?
Were both statistical and clinical significance considered?
Is the treatment feasible for patients in my practice?
Was the analysis performed on an intention-to-treat basis?
Were all patients who entered the study accounted for at its
conclusion?
Adapted from Sackett DL, Haynes RB, Guyatt GH, et al Clinical
epidemiology: a basic science for clinical medicine 2nd ed Boston: Little,
Brown, 1991.
trated in the table, there are important questions to ask
of a clinical trial that reports benefits to treated subjects
Were clinically relevant outcomes, such as measures ofpatient health (e.g., morbid events, functional status) re-ported, and not just surrogate end points (e.g., reduction
of blood pressure)? Was all-cause mortality, not just tality caused by the disease in question (e.g., colon can-
mor-cer), reported? In addition to reporting the statistical nificance of findings (the probability that the findings are true), did the study discuss or clarify the clinical signifi- cance of the findings (whether the benefits were clinically
sig-meaningful)? As the size of a study increases, there is anincreased likelihood that clinically small or nonmeaning-ful benefits, which are nonetheless statistically significant,will be demonstrated
Moreover, one must pay close attention to the followup
of the subjects enrolled in trials; intention-to-treat
analy-sis is a strategy for analyzing data in which all study ticipants are analyzed in the group to which they wereassigned, regardless of whether they dropped out, werenoncompliant, or crossed over to another treatment ornontreatment group Such an analysis may weaken theability of a study to demonstrate the effect of a treatment,but it prevents selection biases caused by differences inparticipants who drop out from a treatment comparedwith those who remain
par-Researchers often report treatment outcomes in terms
of the relative risk reduction (RRR), which is the difference
in the event rate between control and experimental groups
of patients expressed as a proportion of the event rate in thecontrol group: RRR= (control event rate − experimentalevent rate)÷ control event rate The difference between
the control and experimental event rates is the absolute risk reduction (ARR): ARR= control event rate − experi-mental event rate RRR can alternatively be expressed asthe ARR divided by the control event rate: RRR= ARR ÷control event rate RRR is only meaningful in the context
of absolute risk and can be misleading when applied toindividual patients If someone is at very low risk for anadverse outcome, a treatment with even a high RRR willhave negligible effect on their absolute risk On the otherhand, for someone who is at high risk for an adverse event,even a small RRR can have a significant impact on their ab-solute risk One method of incorporating absolute risk into
an assessment of an intervention’s impact, besides stating
ARR, is to calculate the number needed to treat (NNT) This
refers to the number of persons who need to be treated forone person to benefit and is a more useful measure for aclinician than the RRR The calculation for NNT is simply100%/ARR, with ARR expressed as a percentage, or 1/ARR,with ARR expressed as a fraction (e.g., 0.10 for an ARR of10%)
These concepts can be illustrated using the results oftwo trials of beta-hydroxy-beta-methylglutaryl-coenzyme
A (HMG-CoA) reductase inhibitors (“statins”) for the
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Chapter 2 / Practicing Evidence-Based Medicine 21
Comparison of Two Trials
Control Treatment
Trial (placebo) (statin) (Control − Treatment) ÷ Control Control − Treatment 100% ÷ ARR
4S (1) 22% 14% (22%− 14%) ÷ 22% = 36% 22%− 14% = 8% 100%÷ 8% = 12 patientsCAPS (2) 2.9% 1.7% (2.9%− 1.7%) ÷ 2.9% = 41% 2.9%− 1.7% = 1.2% 100%÷ 1.2% = 83 patients
ARR, Absolute risk reduction; NNT, number needed to treat; RRR, relative risk reduction.
Data from (1) Scandinavian Simvastatin Survival Study Randomised trial of cholesterol lowering in 4444 patients with
coronary heart disease Lancet 1994;344:1383, and (2) Downs JR, Clearfield M, Weis S, et al Primary prevention of
acute coronary events with lovastatin in men and women with average cholesterol levels: results of AFCAPS/TexCAPS.
Air Force/Texas Coronary Atherosclerosis Prevention Study JAMA 1998;279:1615.
prevention of myocardial infarction The Scandinavian
Simvastatin Survival Study (4S) included subjects with
high cholesterol levels and a history of coronary heart
disease (8) In contrast, the Air Force/Texas Coronary
Atherosclerosis Prevention Study (AFCAPS/TexCAPS) trial
included a lower-risk group of individuals with average
cholesterol levels and no known heart disease (9) Table 2.6
provides the rates of myocardial infarction (fatal and
non-fatal) in each trial and shows how to calculate the RRR,
ARR, and NNT Although treatment with a statin in both
trials yielded similar relative risk reductions (≈40%), the
absolute risk reductions and numbers needed to treat are
quite different This illustrates the importance of
under-standing an individual’s risk when trying to gauge the
impact of a therapeutic intervention; a practitioner (on
average) would need to treat 83 patients with average
cholesterol levels and no history of heart disease with a
statin for 5 years to prevent a myocardial infarction, while
only 12 patients with high cholesterol levels and heart
dis-ease would need to be treated to prevent one event
There are a few caveats about clinical trials Althoughthe RCT is the best study design for assessing the value
of a treatment, one should be cautious about relying on
the results of any single study, even one that was done
well Systematic reviews and meta-analyses, which
com-bine the results a number of studies, are discussed later
in this chapter (see Keeping Up) Sometimes clinical
tri-als have not been performed In this situation, the clinician
may need to rely on cohort, case-control, or cross-sectional
studies These types of studies are more commonly used
to assess risk or harm and are discussed in the next
sec-tion
RISK OR POTENTIAL HARM
Practitioners are frequently called on to make assessments
and judgments regarding risk or potential harm
result-ing from either medical interventions or environmental
exposures Table 2.7 summarizes some of the guidelines forassessing evidence of harm Ideally, these questions would
be answered in a RCT; however, for obvious ethical sons, RCTs are not undertaken with the intent of studying
rea-a hrea-armful exposure Sometimes, rea-a potentirea-ally beneficirea-alintervention is unexpectedly found to be harmful in a clin-ical trial, or there may be both benefits and harms associ-ated with the intervention
More commonly, harm is addressed through
observa-tional studies One kind of observaobserva-tional study is a cohort study, in which exposed and unexposed patients are iden-
tified and monitored for a period of time, and outcomes
in the two groups are compared For example, a cohort
of cigarette smokers and nonsmokers could be monitoredand the incidence of lung cancer in both groups measured
In these studies, the two groups may be different with spect to important determinants of outcome other than
re-the exposure being studied (confounding variables)
Re-searchers often can statistically adjust for these factors,
of Harm
What type of study was reported: a prospective cohort study (with orwithout comparison group); a retrospective case-control study; across-sectional study; a case series; or a case report?
Were comparison groups clearly identified and similar with respect
to potential determinants of outcome, other than the one ofconcern? If not, were differences in potential determinantscontrolled for in the analysis of data?
Were outcomes measured the same way in the groups compared(and was the assessment objective and blinded)?
Was followup sufficiently long and complete?
Was there a temporal relationship between exposure and harm?
Was there a dose–response gradient?
What was the magnitude of the risk, and how precise is thisestimate?
Adapted from Levine M, Walter S, Lee H, et al User’s guides to the medical literature IV: how to use an article about harm JAMA 1994;271:1615.
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22 Section 1 / Issues of General Concern in Ambulatory Medicine
but there may be other contributing factors of which they
are unaware
Another method of assessing harm is through
case-control studies In these studies, patients with an outcome
of interest (cases) are identified and compared with others
who are similar in respects other than the outcome
(con-trols) Exposure rates in the case and control groups are
then compared to look at the association between the
expo-sure and the outcome For example, the smoking rate in a
group of patients with lung cancer may be compared with
a group of patients without lung cancer who are otherwise
similar These studies are subject to recall bias: patients
with an illness may be more likely to recall or report an
unusual exposure than those who are not ill In addition,
like cohort studies, they are limited by the possibility of
dif-ferences in unidentified risk factors between the groups
Cohort and case-control studies can also be used to
assess potentially beneficial associations, as was done in
studies that suggested a cardiovascular benefit of hormone
replacement therapy However, this benefit was not
demon-strated when studied in an RCT (10), calling the purported
benefit into question and highlighting the limitations of
observational data
Weaker designs for identifying risk or harm include
cross-sectional studies, case series, and case reports
Cross-sectional studies can establish associations but not causal
links They are strengthened by statistical methods that
control for confounding variables (potential determinants
of harm other than the one of concern) Temporal
relation-ships, however, are usually not established In case reports
or case series, adverse outcomes associated with a
particu-lar exposure are reported in a single patient or group of
pa-tients These reports are useful for identifying potentially
harmful exposures to be studied further, but they are weak
evidence for a causal relationship by themselves However,
if the outcome is very harmful and otherwise rare, this kind
of evidence may be sufficient to take action This might
occur, for example, when severe adverse reactions
associ-ated with a particular medication are reported, especially
if safer alternatives exist A recent example is troglitazone,
which was taken off the market after case reports of severe
hepatotoxicity associated with its use
COST-EFFECTIVENESS
In ambulatory practice, cost considerations arise
fre-quently Cost-effectiveness analyses evaluate health care
outcomes in relation to cost The primary goals are to
de-termine the most efficient use of resources and to minimize
the costs associated with the achievement of health goals
and objectives A common strategy for cost-effectiveness
studies is to compare a novel approach or therapy with
the current practice or standard of care The time frame
of the study should be long enough to allow for costs and
with an Economic Analysis of Clinical Practice
Did the analysis provide a full economic comparison of health carestrategies?
Were the costs and outcomes appropriately measured and valued?
Were the estimates of costs and outcomes related to the baselinerisk in the treatment population?
Was a sensitivity analysis performed that included a range ofestimates for important assumptions? Are the findings consistentacross reasonable ranges of assumptions, or do they change asthe assumptions vary within reasonable ranges?
What were the incremental costs and outcomes of each strategy?
Are treatment benefits worth the harms and costs?
Adapted from Drummond MF, Richardson WS, O’Brien BJ, et al User’s guides to the medical literature XIII: how to use an article on economic analysis of clinical practice JAMA 1997;277:1552.
long-term benefits to be realized The perspective of theanalysis takes into account who benefits from the inter-vention as well as who pays for it (society, the payer, or thepatient) Cost-effectiveness analyses often rely on a num-ber of assumptions, and small variations in one or more
of these parameters can have a significant effect on the
conclusions; a sensitivity analysis can help determine how
sensitive the outcomes are to changes in the parameters
Whether decisions are being made for a population(e.g., frequency of screening colonoscopy, drugs to beadded to a formulary) or for a particular patient (e.g.,choice of antihypertensive medicine), the potential ben-efits should be weighed against the resources used andmoney spent Table 2.8 summarizes some guidelines forassessing evidence in studies performing economic analy-ses
In cost-effectiveness analyses, costs usually are
mea-sured in monetary units (e.g., dollars) and a single
clini-cal outcome is considered (e.g., mortality) In cost-utility analyses, multiple clinical outcomes, including quality
of life, are represented and result in the calculation of
“quality-adjusted life years (QALY).” In both types of yses, alternative diagnostic or therapeutic approaches arestudied with a primary emphasis placed on economic con-siderations
anal-KEEPING UP
One of the major challenges to clinicians is keeping one’spersonal fund of medical knowledge current Studies sug-gest that older practitioners are often “out of date” andtend to provide lower-quality care (11) For primary carepractitioners who are expected to know about a wide ar-ray of clinical topics, keeping up-to-date can be partic-ularly difficult It has been suggested that each practi-tioner should develop a personal mission as to the extent of
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Chapter 2 / Practicing Evidence-Based Medicine 23
“up-to-datedness” he or she hopes to achieve and maintain
Two questions that may help to better define this territory
are (a) “What information do I need to have in my head to
be satisfied with my knowledge base for the performance
of my job?” and (b) “What information would I be
embar-rassed not to know?” (12)
One author estimated that if clinicians tried to keep upwith the medical literature by reading one article each day,
they would be 55 centuries behind in their reading after
1 year (see Sackett et al., Clinical Epidemiology, at
www.hopkinsbayview.org/PAMreferences) In a seminal
study, experienced clinicians in ambulatory practice said
they had about two clinical questions per week that went
unanswered; however, when shadowed in day-to-day
prac-tice, they were found to actually have about two
unan-swered questions for every three patients seen (13)
More-over, although these clinicians said that their main sources
of information were textbooks and journals, their
behav-ior showed that they got most of their clinical information
from colleagues and drug retailers Fortunately, in
ambula-tory medicine, some high-quality secondary or abstracting
publications exist that produce abstracts and often
pro-vide expert commentary on clinical articles believed to be
of particular importance (approximately 2% to 3% of
arti-cles screened from hundreds of journals) (14) Examples
are the ACP Journal Club and Evidence-Based Medicine.
Scheduling of time to obtain and find relevant readingmaterial is a critical step in keeping up-to-date The ac-
tual reading of the pulled material can occur either in the
scheduled time or when a lull presents itself (e.g., a patient
no-show) Proactive scanning or browsing through a small
number of peer-reviewed journals that regularly yield
arti-cles relevant to one’s clinical practice is an integral part of
keeping up Reactive learning (also called problem-focused
learning) is stimulated by clinical encounters or questions
from patients or medical learners and requires searching
to find the appropriate materials (steps 1 and 2 of the core
EBM skills described at the beginning of this chapter)
Sackett described the “educational prescription” as a means
of phrasing and keeping track of questions as they arise
with the goal and intent of searching for the best available
evidence to answer these queries at some time later A
com-bination of proactive and reactive approaches is thought to
represent the ideal balance for dealing with the evolution
of medical knowledge Several additional ideas have been
suggested by authors who have pondered the challenge of
keeping clinically up-to-date (Table 2.9) (15)
Although original research articles continue to be an cellent source for new information, other types of publica-
ex-tions can also be helpful in the quest to stay current One
common source of medical information is the overview.
The chapters of this book (and other textbooks) are one
ex-ample of an overview; review articles in medical journals
are another These types of overviews are easy to access
(especially if the textbook is at hand) and easy to use; they
Browse at least one general journal regularly
Maintain surveillance on new information
Establish reliable ways of looking up common facts
Identify a set of ways to look up obscure facts
Develop critical appraisal skills
Set aside high-quality time regularly to deal with information needs
Invest time to discover new sources of useful information
From Fletcher RH, Fletcher SW Keeping clinically up-to-date J Gen Intern Med 1997;12:S5.
require little work or effort to obtain needed information
However, they are limited by the biases and limitations ofthe authors and typically do not explain how the informa-tion was gathered or how conclusions were reached
Systematic reviews and meta-analyses published in
peer-reviewed journals with detailed methods describing fically the literature search and the inclusion/exclusioncriteria of the original articles can be invaluable Crit-ical appraisal methods for these two article types havebeen developed and can be applied to evaluate the qual-ity of the work (16); Table 2.10 summarizes these meth-ods Some of the limitations that need to be considered
Article
Are the results of the study valid?
Did the review address an explicitly described, focused clinicalquestion?
Were appropriate criteria (inclusion and exclusion) used forselecting studies for review?
Were search strategies explicitly described, thorough, andappropriate? Is it unlikely that important, relevant studies weremissed?
Was the validity of the included studies appraised and accountedfor?
Were assessments of the studies reproducible?
Were results similar from study to study?
If data from different studies were combined quantitatively, werethe methods explicit and reasonable?
What are the results?
What are the overall results of the review?
How precise are the results?
Are the results presented in a manner that permits comparison andsynthesis of the key features and findings of the studiesreviewed?
Will the results help me in caring for my patients?
Can the results be applied to my patient care?
Were all clinically important outcomes (benefits and harms)considered?
Are the benefits worth the harms and costs?
Adapted from Oxman AD, Cook DJ, Guyatt GH Users’ guides to the medical literature VI: how to use an overview Evidence-Based Medicine Working Group JAMA 1994;272:1367.
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24 Section 1 / Issues of General Concern in Ambulatory Medicine
include the heterogeneity of studies (with regard to
pop-ulations studied and outcomes assessed) and the fact that
small studies with negative results are less likely to be
published than those with positive results (publication
bias) Authors often try to correct for these limitations,
but meta-analyses have sometimes yielded results and
con-clusions that were discordant with subsequent large RCTs
(17) Nevertheless, meta-analysis can be a powerful tool
to synthesize the available evidence in an unbiased
fash-ion In addition to those published in medical journals,
the Cochrane Collaboration (and the Cochrane Library—
see www.hopkinsbayview.org/PAMreferences) represents
an international endeavor to develop, maintain, and
dis-seminate systematic reviews on clinical and health-related
topics
Guidelines are systematically developed statements that
offer recommendations to assist with decision making in
specific situations It has been found that clinicians
of-ten do not employ effective interventions (e.g., prescribing
beta-blockers to patients after a myocardial infarction)
Guidelines serve the dual purpose of offering easily
ac-cessible recommendations for practitioners and
publiciz-ing these recommendations to practitioners and the
gen-eral public Guidelines typically are developed by expert
panels They are best when they employ explicit criteria
for gathering the evidence and making recommendations
and acknowledge the level of evidence for each
recom-mendation Guidelines may be biased by the composition
of the expert panel, and sometimes conflicting guidelines
are disseminated by different organizations For example,
the American Urological Association recommends offering
prostate-specific antigen (PSA) determinations to screen
for prostate cancer, whereas the United States Preventive
Services Task Force does not Table 2.11 lists some
sugges-tions for evaluating practice guidelines
Each information source has strengths and weaknesses.
Colleagues may be misinformed Drug retailers have a
product to sell, making them biased Textbooks are often
out of date by the time they are printed Traditional
contin-uing medical education courses provide variable degrees
of evidence-based education and have been shown to have
little effect on practice
How does this guideline compare to other guidelines? Does thegroup issuing this guideline have biases or conflicts of interest?
Have important studies been conducted subsequent to the guidelinethat would alter the recommendations?
Does the burden of the problem addressed warrant implementation
Because “keeping up” with the medical literature resents a colossal challenge, some authors have providedsome direction for how to optimize the chance that one’stime investment will result in a reasonable return (18,19)
rep-They suggest that the usefulness of medical informationfor a given provider is proportional to its relevance, va-
lidity, and accessibility Relevance relates to the frequency with which the provider encounters the topic Validity
refers to the quality of the information and the likelihood
that the information is true Accessibility connotes the
ease with which the information source can be retrieved
These authors recommend that practitioners seek out formation sources that are relevant, valid, and easily ac-cessible
in-Finally, medical librarians can be extraordinary helpful
in keeping clinicians in touch with changes in the cal literature, and they most are happy to meet with clin-icians to make them aware of new resources Befriendingone’s medical librarian is a critical component of a “keep-ing up” strategy and can pay huge dividends in the pursuit
medi-of evidence-based medical practice
∗ Bold numerals denote published controlled clinical
trials, meta-analyses, or consensus-based
recommen-dations.
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