Description

Book Synopsis
A comprehensive guidebook to the current methodologies and practices used in health surveys A unique and self-contained resource, Handbook of Health Survey Methods presents techniques necessary for confronting challenges that are specific to health survey research.

Trade Review

“The extensive and analytical coverage will make the book an extremely valuable resource: the new handbook will certainly emerge as essential reading for anyone deals with health surveys.” (Ann Ist Super Sanità, 1 October 2015)



Table of Contents

List of Contributors xvii

Preface xxi

Acknowledgments xxiii

1 Origins and Development of Health Survey Methods 1
Timothy P. Johnson

1.1 Introduction 1

1.2 Precursors of Modern Health Surveys 1

1.3 The First Modern Health Surveys 4

1.4 The Emergence of National Health Surveys 5

1.5 Post-WWII Advances 6

1.6 Current Developments 7

References 9

Online Resources 17

Part I Design and Sampling Issues

2 Sampling For Community Health Surveys 21
Michael P. Battaglia

2.1 Introduction 21

2.2 Background 22

2.3 Theory and Applications 24

2.4 Subpopulation Surveys 30

2.5 Sample Size Considerations 32

2.6 Summary 32

References 33

Online Resources 34

3 Developing a Survey Sample Design for Population-Based Case–Control Studies 37
Ralph DiGaetano

3.1 Introduction 37

3.2 A “Classic” Sample Design for a Population-Based Case–Control Study 39

3.3 Sample Design Concepts and Issues Related to Case–Control Studies 40

3.4 Basic Sample Design Considerations 49

3.5 Sample Selection of Cases 56

3.6 Sample Selection of Controls 57

3.7 Sample Weighting for Population-Based Case–Control Studies 62

3.8 The Need to Account for Analytic Plans When Developing a Sample Design: An Example 65

3.9 Sample Designs for Population-Based Case–Control Studies: When Unweighted Analyses Are Planned 66

3.10 Mimicking the Classic Design Using RDD-Based Sampling of Population-Based Controls 66

3.11 Examples of the Development of Complex Sample Designs for Population-Based Case–Control Studies Using Weighted Analyses Where Cases Serve as the Reference Population and Variance Estimates Reflect the Sample Design 69

3.12 Summary 71

References 71

Online Resources 75

4 Sampling Rare Populations 77
James Wagner and Sunghee Lee

4.1 Introduction 77

4.2 Traditional Probability Sampling Approaches 80

4.3 Nontraditional and Nonprobability Sampling Approaches 84

4.4 Conclusion 95

References 97

Online Resources 103

Part II Design and Measurement Issues

5 Assessing Physical Health 107
Todd Rockwood

5.1 Introduction 107

5.2 Assessing Health: Response Formation and Accuracy 110

5.3 Conceptual Framework for Developing and Assessing Health 118

5.4 Measurement Theory 124

5.5 Error and Methodology 129

5.6 Conclusion 132

References 134

Online Resources 141

6 Developing and Selecting Mental Health Measures 143
Ronald C. Kessler and Beth-Ellen Pennell

6.1 Introduction 143

6.2 Historical Background 144

6.3 Fully Structured Diagnostic Interviews 147

6.4 Dimensional Measures of Symptom Severity 148

6.5 Emerging Issues in Survey Assessments of Mental Disorders 156

6.6 Conclusion 159

References 159

Online Resources 169

7 Developing Measures of Health Behavior and Health Service Utilization 171
Paul Beatty

7.1 Introduction 171

7.2 The Conceptual Phase of Questionnaire Development 172

7.3 Development of Particular Questions 173

7.4 Overall Questionnaire Construction 184

7.5 Questionnaire Testing and Evaluation 186

7.6 Using Questions from Previously Administered Questionnaires 187

7.7 Conclusion 187

References 188

Online Resources 190

8 Self-Rated Health in Health Surveys 193
Sunghee Lee

8.1 Introduction 193

8.2 Utility of Self-Rated Health 195

8.3 Theoretical Evidence: Cognitive Processes Pertinent to Responding to SRH in Surveys 198

8.4 Measurement Issues for Self-Rated Health 201

8.5 Conclusion 206

References 207

Online Resources 216

9 Pretesting of Health Survey Questionnaires: Cognitive Interviewing Usability Testing and Behavior Coding 217
Gordon Willis

9.1 Introduction 217

9.2 Historical Background and Theory of Pretesting 218

9.3 Cognitive Interviewing 220

9.4 Usability Testing 229

9.5 Behavior Coding 232

9.6 Summary 236

References 238

Online Resources 241

10 Cross-Cultural Considerations in Health Surveys 243
Brad Edwards

10.1 Introduction 243

10.2 Theory and Practice 255

10.3 Conclusion 266

References 266

Online Resources 274

11 Survey Methods for Social Network Research 275
Benjamin Cornwell and Emily Hoagland

11.1 Introduction 275

11.2 Respondents as Social Network Informants 277

11.3 Whole, Egocentric, and Mixed Designs 277

11.4 Name Generators 282

11.5 Free Versus Fixed Choice 286

11.6 Name Interpreters 287

11.7 Social Network Measures 288

11.8 Other Approaches to Collecting Network-Like Data 292

11.9 Modes of Data Collection and Survey Logistics 295

11.10 Avoiding Endogeneity in Survey-Based Network Data 296

11.11 Selection Issues 300

11.12 New Directions: Measuring Social Network Dynamics 301

11.13 Further Reading 304

References 304

Online Resources 312

12 New Technologies for Health Survey Research 315
Joe Murphy, Elizabeth Dean, Craig A. Hill, and Ashley Richards

12.1 Introduction 315

12.2 Background 316

12.3 Theory and Applications 318

12.4 Summary 329

References 331

Online Resources 337

Part III Field Issues

13 Using Survey Data to Improve Health: Community Outreach and Collaboration 341
Steven Whitman, Ami M. Shah, Maureen R. Benjamins, and Joseph West

13.1 Introduction 341

13.2 Our Motivation 342

13.3 Our Process 343

13.4 A Few Findings 344

13.5 Case Studies of Community Engagement 349

13.6 Some Lessons Learned 361

References 363

Online Resources 365

14 Proxy Reporting in Health Surveys 367
Joseph W. Sakshaug

14.1 Introduction 367

14.2 Background 367

14.3 Proxy Interviews for Children 370

14.4 Proxy Interviews for the Elderly 372

14.5 Proxy Interviews for the Disabled 374

14.6 Summary 375

References 376

Online Resources 381

15 The Collection of Biospecimens in Health Surveys 383
Joseph W. Sakshaug, Mary Beth, Ofstedal Heidi Guyer, and Timothy J. Beebe

15.1 Introduction 383

15.2 Background 384

15.3 Biomeasure Selection 387

15.4 Methodological and Operational Considerations 397

15.5 Quality Control 402

15.6 Ethical and Legal Considerations 408

15.7 Methods of Data Dissemination 411

15.8 Summary 412

References 413

Online Resources 419

16 Collecting Contextual Health Survey Data Using Systematic Observation 421
Shannon N. Zenk, Sandy Slater, and Safa Rashid

16.1 Introduction 421

16.2 Background 423

16.3 Data Collection 426

16.4 Reliability and Validity Assessment 429

16.5 Data Analysis 432

16.6 Theory and Applications 432

16.7 BTG-COMP: Evaluating the Impact of the Built Environment on Adolescent Obesity 432

16.8 Evaluating the Impact of a Policy Change on the Retail Fruit and Vegetable Supply 436

16.9 Summary 440

References 441

Online Resources 445

17 Collecting Survey Data on Sensitive Topics: Substance Use 447
Joe Gfroerer and Joel Kennet

17.1 Introduction 447

17.2 Background 448

17.3 Theory and Applications 450

17.4 Validation 463

17.5 Alternative Estimation Methods 464

17.6 Summary 466

References 467

Online Resources 472

18 Collecting Survey Data on Sensitive Topics: Sexual Behavior 473
Tom W. Smith

18.1 Introduction 473

18.2 Sampling 474

18.3 Nonobservation 475

18.4 Observation/Measurement Error 475

18.5 Summary 479

References 479

Online Resources 485

19 Ethical Considerations in Collecting Health Survey Data 487
Emily E. Anderson

19.1 Introduction 487

19.2 Background: Ethical Principles and Federal Regulations for Research 488

19.3 Defining, Evaluating, and Minimizing Risk 491

19.4 Ethical Review of Health Survey Research 497

19.5 Informed Consent for Survey Participation 500

19.6 Considerations for Data Collection 504

19.7 Summary 505

References 506

Online Resources 510

Part IV Health Surveys of Special Populations

20 Surveys of Physicians 515
Jonathan B. VanGeest, Timothy J. Beebe, and Timothy P. Johnson

20.1 Introduction 515

20.2 Why Physicians do not Respond 517

20.3 Theory and Applications: Improving Physician Participation 518

20.4 Sampling 518

20.5 Design-Based Interventions to Improve Response 523

20.6 Incentive-Based Interventions 530

20.7 Supporting Evidence from Other Health Professions 532

20.8 Conclusion 533

References 534

Online Resources 543

21 Surveys of Health Care Organizations 545
John D. Loft, Joe Murphy, and Craig A. Hill

21.1 Introduction 545

21.2 Examples of Health Care Organizations Surveys 548

21.3 Surveys of Health Care Organizations as Establishment Surveys 548

21.4 Conclusions 556

References 558

Online Resources 560

22 Surveys of Patient Populations 561
Francis Fullam and Jonathan B. VanGeest

22.1 Introduction 561

22.2 Patients and Care Settings 563

22.3 Overview of Common Patient Survey Methodologies 564

22.4 Key Issues in Patient Survey Design and Administration 565

22.5 Strategies for Developing Effective Patient Surveys 570

22.6 Conclusion 573

References 574

Online Resources 583

23 Surveying Sexual and Gender Minorities 585
Melissa A. Clark, Samantha Rosenthal, and Ulrike Boehmer

23.1 Introduction 585

23.2 Prevalence Estimates of Sexual and Gender Minorities 592

23.3 Sampling and Recruitment 597

23.4 Data Collection 606

23.5 Conclusions 608

References 609

Online Resources 617

24 Surveying People with Disabilities: Moving Toward Better Practices and Policies 619
Rooshey Hasnain, Carmit-Noa Shpigelman, Mike Scott, Jon R. Gunderson, Hadi B. Rangin, Ashmeet Oberoi, and Liam McKeever

24.1 Introduction 620

24.2 Setting a Foundation:The Importance of Inclusion for Web-Based Surveys 623

24.3 Promoting Participation with Web Accessibility 624

24.4 Testing the Accessibility of Some Web-Based Survey Tools 626

24.5 Ensuring Web Accessibility at Various Levels of Disability 629

24.6 Problems Posed By Inaccessible Web-Based Surveys for People with Disabilities 633

24.7 Applications: How to Ensure that Web-Based Surveys are Accessible 634

24.8 Summary and Conclusions 637

References 638

Online Resources 641

Part V Data Management and Analysis

25 Assessing the Quality of Health Survey Data Through Modern Test Theory 645
Adam C. Carle

25.1 Introduction 645

25.2 Internal Validity and Dimensionality 647

25.3 Dimensionality and Bifactor Model Example 650

25.4 Dimensionality Discussion 652

25.5 Measurement Bias 653

25.6 Multiple Group Multiple Indicator Multiple Cause Models 655

25.7 Additional Challenges to Health Survey Data Quality 664

25.8 Overall Conclusion 664

References 665

Online Resources 667

26 Sample Weighting for Health Surveys 669
Kennon R. Copeland and Nadarajasundaram Ganesh

26.1 Objectives of Sample Weighting 669

26.2 Sample Weighting Stages (Probability Sample Designs) 670

26.3 Calculating Base Weights 671

26.4 Accounting for Noncontact and Nonresponse 672

26.5 Adjusting to Independent Population Controls 677

26.6 SampleWeighting for Nonprobability Sample Designs 680

26.7 Issues in Sample Weighting 680

26.8 Estimation 682

26.9 Variance Estimation 683

26.10 Special Topics 683

26.11 Example: Weighting for the 2010 National Immunization Survey 685

26.12 Summary 692

References 692

Online Resources 694

27 Merging Survey Data with Administrative Data for Health Research Purposes 695
Michael Davern Marc Roemer and Wendy Thomas

27.1 Introduction 695

27.2 Potential Uses of Linked Data 696

27.3 Limitations and Strengths of Survey Data 699

27.4 Limitations and Strengths of Administrative Data 700

27.5 A Research Agenda into Linked Data File Quality 701

27.6 Conclusions 712

References 713

Online Resources 716

28 Merging Survey Data with Aggregate Data from Other Sources: Opportunities and Challenges 717
Jarvis T. Chen

28.1 Background 717

28.2 Geocoding and Linkage to Area-Based Data 719

28.3 Geographic Levels of Aggregation 720

28.4 Types of Area-Level Measures 723

28.5 Sources of Aggregated Data 724

28.6 Aggregate Data Measures as Proxies for Individual Data 730

28.7 Aggregate Measures as Contextual Variables 731

28.8 The Components of Ecological Bias 732

28.9 Analytic Approaches to the Analysis of Survey Data with Linked Area-Based Measures 742

28.10 Summary 746

References 748

Online Resources 754

29 Analysis of Complex Health Survey Data 755
Stanislav Kolenikov and Jeff Pitblado

29.1 Introduction 755

29.2 Inference with Complex Survey Data 760

29.3 Substantive Analyses 784

29.4 Quality Control Analyses 795

29.5 Discussion 798

References 798

Online Resources 804

Index 805

Handbook of Health Survey Methods

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    Order before 4pm today for delivery by Fri 3 Jul 2026.

    A Hardback by Timothy P. Johnson

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      View other formats and editions of Handbook of Health Survey Methods by Timothy P. Johnson

      Publisher: John Wiley & Sons Inc
      Publication Date: 30/12/2014
      ISBN13: 9781118002322, 978-1118002322
      ISBN10: 1118002326

      Description

      Book Synopsis
      A comprehensive guidebook to the current methodologies and practices used in health surveys A unique and self-contained resource, Handbook of Health Survey Methods presents techniques necessary for confronting challenges that are specific to health survey research.

      Trade Review

      “The extensive and analytical coverage will make the book an extremely valuable resource: the new handbook will certainly emerge as essential reading for anyone deals with health surveys.” (Ann Ist Super Sanità, 1 October 2015)



      Table of Contents

      List of Contributors xvii

      Preface xxi

      Acknowledgments xxiii

      1 Origins and Development of Health Survey Methods 1
      Timothy P. Johnson

      1.1 Introduction 1

      1.2 Precursors of Modern Health Surveys 1

      1.3 The First Modern Health Surveys 4

      1.4 The Emergence of National Health Surveys 5

      1.5 Post-WWII Advances 6

      1.6 Current Developments 7

      References 9

      Online Resources 17

      Part I Design and Sampling Issues

      2 Sampling For Community Health Surveys 21
      Michael P. Battaglia

      2.1 Introduction 21

      2.2 Background 22

      2.3 Theory and Applications 24

      2.4 Subpopulation Surveys 30

      2.5 Sample Size Considerations 32

      2.6 Summary 32

      References 33

      Online Resources 34

      3 Developing a Survey Sample Design for Population-Based Case–Control Studies 37
      Ralph DiGaetano

      3.1 Introduction 37

      3.2 A “Classic” Sample Design for a Population-Based Case–Control Study 39

      3.3 Sample Design Concepts and Issues Related to Case–Control Studies 40

      3.4 Basic Sample Design Considerations 49

      3.5 Sample Selection of Cases 56

      3.6 Sample Selection of Controls 57

      3.7 Sample Weighting for Population-Based Case–Control Studies 62

      3.8 The Need to Account for Analytic Plans When Developing a Sample Design: An Example 65

      3.9 Sample Designs for Population-Based Case–Control Studies: When Unweighted Analyses Are Planned 66

      3.10 Mimicking the Classic Design Using RDD-Based Sampling of Population-Based Controls 66

      3.11 Examples of the Development of Complex Sample Designs for Population-Based Case–Control Studies Using Weighted Analyses Where Cases Serve as the Reference Population and Variance Estimates Reflect the Sample Design 69

      3.12 Summary 71

      References 71

      Online Resources 75

      4 Sampling Rare Populations 77
      James Wagner and Sunghee Lee

      4.1 Introduction 77

      4.2 Traditional Probability Sampling Approaches 80

      4.3 Nontraditional and Nonprobability Sampling Approaches 84

      4.4 Conclusion 95

      References 97

      Online Resources 103

      Part II Design and Measurement Issues

      5 Assessing Physical Health 107
      Todd Rockwood

      5.1 Introduction 107

      5.2 Assessing Health: Response Formation and Accuracy 110

      5.3 Conceptual Framework for Developing and Assessing Health 118

      5.4 Measurement Theory 124

      5.5 Error and Methodology 129

      5.6 Conclusion 132

      References 134

      Online Resources 141

      6 Developing and Selecting Mental Health Measures 143
      Ronald C. Kessler and Beth-Ellen Pennell

      6.1 Introduction 143

      6.2 Historical Background 144

      6.3 Fully Structured Diagnostic Interviews 147

      6.4 Dimensional Measures of Symptom Severity 148

      6.5 Emerging Issues in Survey Assessments of Mental Disorders 156

      6.6 Conclusion 159

      References 159

      Online Resources 169

      7 Developing Measures of Health Behavior and Health Service Utilization 171
      Paul Beatty

      7.1 Introduction 171

      7.2 The Conceptual Phase of Questionnaire Development 172

      7.3 Development of Particular Questions 173

      7.4 Overall Questionnaire Construction 184

      7.5 Questionnaire Testing and Evaluation 186

      7.6 Using Questions from Previously Administered Questionnaires 187

      7.7 Conclusion 187

      References 188

      Online Resources 190

      8 Self-Rated Health in Health Surveys 193
      Sunghee Lee

      8.1 Introduction 193

      8.2 Utility of Self-Rated Health 195

      8.3 Theoretical Evidence: Cognitive Processes Pertinent to Responding to SRH in Surveys 198

      8.4 Measurement Issues for Self-Rated Health 201

      8.5 Conclusion 206

      References 207

      Online Resources 216

      9 Pretesting of Health Survey Questionnaires: Cognitive Interviewing Usability Testing and Behavior Coding 217
      Gordon Willis

      9.1 Introduction 217

      9.2 Historical Background and Theory of Pretesting 218

      9.3 Cognitive Interviewing 220

      9.4 Usability Testing 229

      9.5 Behavior Coding 232

      9.6 Summary 236

      References 238

      Online Resources 241

      10 Cross-Cultural Considerations in Health Surveys 243
      Brad Edwards

      10.1 Introduction 243

      10.2 Theory and Practice 255

      10.3 Conclusion 266

      References 266

      Online Resources 274

      11 Survey Methods for Social Network Research 275
      Benjamin Cornwell and Emily Hoagland

      11.1 Introduction 275

      11.2 Respondents as Social Network Informants 277

      11.3 Whole, Egocentric, and Mixed Designs 277

      11.4 Name Generators 282

      11.5 Free Versus Fixed Choice 286

      11.6 Name Interpreters 287

      11.7 Social Network Measures 288

      11.8 Other Approaches to Collecting Network-Like Data 292

      11.9 Modes of Data Collection and Survey Logistics 295

      11.10 Avoiding Endogeneity in Survey-Based Network Data 296

      11.11 Selection Issues 300

      11.12 New Directions: Measuring Social Network Dynamics 301

      11.13 Further Reading 304

      References 304

      Online Resources 312

      12 New Technologies for Health Survey Research 315
      Joe Murphy, Elizabeth Dean, Craig A. Hill, and Ashley Richards

      12.1 Introduction 315

      12.2 Background 316

      12.3 Theory and Applications 318

      12.4 Summary 329

      References 331

      Online Resources 337

      Part III Field Issues

      13 Using Survey Data to Improve Health: Community Outreach and Collaboration 341
      Steven Whitman, Ami M. Shah, Maureen R. Benjamins, and Joseph West

      13.1 Introduction 341

      13.2 Our Motivation 342

      13.3 Our Process 343

      13.4 A Few Findings 344

      13.5 Case Studies of Community Engagement 349

      13.6 Some Lessons Learned 361

      References 363

      Online Resources 365

      14 Proxy Reporting in Health Surveys 367
      Joseph W. Sakshaug

      14.1 Introduction 367

      14.2 Background 367

      14.3 Proxy Interviews for Children 370

      14.4 Proxy Interviews for the Elderly 372

      14.5 Proxy Interviews for the Disabled 374

      14.6 Summary 375

      References 376

      Online Resources 381

      15 The Collection of Biospecimens in Health Surveys 383
      Joseph W. Sakshaug, Mary Beth, Ofstedal Heidi Guyer, and Timothy J. Beebe

      15.1 Introduction 383

      15.2 Background 384

      15.3 Biomeasure Selection 387

      15.4 Methodological and Operational Considerations 397

      15.5 Quality Control 402

      15.6 Ethical and Legal Considerations 408

      15.7 Methods of Data Dissemination 411

      15.8 Summary 412

      References 413

      Online Resources 419

      16 Collecting Contextual Health Survey Data Using Systematic Observation 421
      Shannon N. Zenk, Sandy Slater, and Safa Rashid

      16.1 Introduction 421

      16.2 Background 423

      16.3 Data Collection 426

      16.4 Reliability and Validity Assessment 429

      16.5 Data Analysis 432

      16.6 Theory and Applications 432

      16.7 BTG-COMP: Evaluating the Impact of the Built Environment on Adolescent Obesity 432

      16.8 Evaluating the Impact of a Policy Change on the Retail Fruit and Vegetable Supply 436

      16.9 Summary 440

      References 441

      Online Resources 445

      17 Collecting Survey Data on Sensitive Topics: Substance Use 447
      Joe Gfroerer and Joel Kennet

      17.1 Introduction 447

      17.2 Background 448

      17.3 Theory and Applications 450

      17.4 Validation 463

      17.5 Alternative Estimation Methods 464

      17.6 Summary 466

      References 467

      Online Resources 472

      18 Collecting Survey Data on Sensitive Topics: Sexual Behavior 473
      Tom W. Smith

      18.1 Introduction 473

      18.2 Sampling 474

      18.3 Nonobservation 475

      18.4 Observation/Measurement Error 475

      18.5 Summary 479

      References 479

      Online Resources 485

      19 Ethical Considerations in Collecting Health Survey Data 487
      Emily E. Anderson

      19.1 Introduction 487

      19.2 Background: Ethical Principles and Federal Regulations for Research 488

      19.3 Defining, Evaluating, and Minimizing Risk 491

      19.4 Ethical Review of Health Survey Research 497

      19.5 Informed Consent for Survey Participation 500

      19.6 Considerations for Data Collection 504

      19.7 Summary 505

      References 506

      Online Resources 510

      Part IV Health Surveys of Special Populations

      20 Surveys of Physicians 515
      Jonathan B. VanGeest, Timothy J. Beebe, and Timothy P. Johnson

      20.1 Introduction 515

      20.2 Why Physicians do not Respond 517

      20.3 Theory and Applications: Improving Physician Participation 518

      20.4 Sampling 518

      20.5 Design-Based Interventions to Improve Response 523

      20.6 Incentive-Based Interventions 530

      20.7 Supporting Evidence from Other Health Professions 532

      20.8 Conclusion 533

      References 534

      Online Resources 543

      21 Surveys of Health Care Organizations 545
      John D. Loft, Joe Murphy, and Craig A. Hill

      21.1 Introduction 545

      21.2 Examples of Health Care Organizations Surveys 548

      21.3 Surveys of Health Care Organizations as Establishment Surveys 548

      21.4 Conclusions 556

      References 558

      Online Resources 560

      22 Surveys of Patient Populations 561
      Francis Fullam and Jonathan B. VanGeest

      22.1 Introduction 561

      22.2 Patients and Care Settings 563

      22.3 Overview of Common Patient Survey Methodologies 564

      22.4 Key Issues in Patient Survey Design and Administration 565

      22.5 Strategies for Developing Effective Patient Surveys 570

      22.6 Conclusion 573

      References 574

      Online Resources 583

      23 Surveying Sexual and Gender Minorities 585
      Melissa A. Clark, Samantha Rosenthal, and Ulrike Boehmer

      23.1 Introduction 585

      23.2 Prevalence Estimates of Sexual and Gender Minorities 592

      23.3 Sampling and Recruitment 597

      23.4 Data Collection 606

      23.5 Conclusions 608

      References 609

      Online Resources 617

      24 Surveying People with Disabilities: Moving Toward Better Practices and Policies 619
      Rooshey Hasnain, Carmit-Noa Shpigelman, Mike Scott, Jon R. Gunderson, Hadi B. Rangin, Ashmeet Oberoi, and Liam McKeever

      24.1 Introduction 620

      24.2 Setting a Foundation:The Importance of Inclusion for Web-Based Surveys 623

      24.3 Promoting Participation with Web Accessibility 624

      24.4 Testing the Accessibility of Some Web-Based Survey Tools 626

      24.5 Ensuring Web Accessibility at Various Levels of Disability 629

      24.6 Problems Posed By Inaccessible Web-Based Surveys for People with Disabilities 633

      24.7 Applications: How to Ensure that Web-Based Surveys are Accessible 634

      24.8 Summary and Conclusions 637

      References 638

      Online Resources 641

      Part V Data Management and Analysis

      25 Assessing the Quality of Health Survey Data Through Modern Test Theory 645
      Adam C. Carle

      25.1 Introduction 645

      25.2 Internal Validity and Dimensionality 647

      25.3 Dimensionality and Bifactor Model Example 650

      25.4 Dimensionality Discussion 652

      25.5 Measurement Bias 653

      25.6 Multiple Group Multiple Indicator Multiple Cause Models 655

      25.7 Additional Challenges to Health Survey Data Quality 664

      25.8 Overall Conclusion 664

      References 665

      Online Resources 667

      26 Sample Weighting for Health Surveys 669
      Kennon R. Copeland and Nadarajasundaram Ganesh

      26.1 Objectives of Sample Weighting 669

      26.2 Sample Weighting Stages (Probability Sample Designs) 670

      26.3 Calculating Base Weights 671

      26.4 Accounting for Noncontact and Nonresponse 672

      26.5 Adjusting to Independent Population Controls 677

      26.6 SampleWeighting for Nonprobability Sample Designs 680

      26.7 Issues in Sample Weighting 680

      26.8 Estimation 682

      26.9 Variance Estimation 683

      26.10 Special Topics 683

      26.11 Example: Weighting for the 2010 National Immunization Survey 685

      26.12 Summary 692

      References 692

      Online Resources 694

      27 Merging Survey Data with Administrative Data for Health Research Purposes 695
      Michael Davern Marc Roemer and Wendy Thomas

      27.1 Introduction 695

      27.2 Potential Uses of Linked Data 696

      27.3 Limitations and Strengths of Survey Data 699

      27.4 Limitations and Strengths of Administrative Data 700

      27.5 A Research Agenda into Linked Data File Quality 701

      27.6 Conclusions 712

      References 713

      Online Resources 716

      28 Merging Survey Data with Aggregate Data from Other Sources: Opportunities and Challenges 717
      Jarvis T. Chen

      28.1 Background 717

      28.2 Geocoding and Linkage to Area-Based Data 719

      28.3 Geographic Levels of Aggregation 720

      28.4 Types of Area-Level Measures 723

      28.5 Sources of Aggregated Data 724

      28.6 Aggregate Data Measures as Proxies for Individual Data 730

      28.7 Aggregate Measures as Contextual Variables 731

      28.8 The Components of Ecological Bias 732

      28.9 Analytic Approaches to the Analysis of Survey Data with Linked Area-Based Measures 742

      28.10 Summary 746

      References 748

      Online Resources 754

      29 Analysis of Complex Health Survey Data 755
      Stanislav Kolenikov and Jeff Pitblado

      29.1 Introduction 755

      29.2 Inference with Complex Survey Data 760

      29.3 Substantive Analyses 784

      29.4 Quality Control Analyses 795

      29.5 Discussion 798

      References 798

      Online Resources 804

      Index 805

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