{"id":"https://openalex.org/W255779026","doi":"https://doi.org/10.4135/9781412984935","title":"Measurement Error and Research Design","display_name":"Measurement Error and Research Design","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W255779026","doi":"https://doi.org/10.4135/9781412984935","mag":"255779026"},"language":"en","primary_location":{"id":"doi:10.4135/9781412984935","doi":"https://doi.org/10.4135/9781412984935","is_oa":false,"landing_page_url":"https://doi.org/10.4135/9781412984935","pdf_url":null,"source":{"id":"https://openalex.org/S4306463867","display_name":"Sage eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"monograph"},"volume":null,"type":"book","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102767501","display_name":"Madhu Viswanathan","orcid":"https://orcid.org/0000-0002-8987-4868","observed_orcids":["https://orcid.org/0000-0002-8987-4868"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Madhu Viswanathan","raw_affiliation_strings":["Business Administration"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business Administration","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5102767501"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3146,"has_fulltext":false,"cited_by_count":279,"citation_normalized_percentile":{"value":0.9296,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11539","display_name":"Survey Methodology and Nonresponse","score":0.002899999963119626,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12926","display_name":"Business Strategies and Management Research","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/measurement-error","display_name":"measurement error","score":0.996999979019165},{"id":"https://openalex.org/keywords/measurement-reliability","display_name":"measurement reliability","score":0.3779999911785126},{"id":"https://openalex.org/keywords/measurement-validity","display_name":"measurement validity","score":0.7319999933242798},{"id":"https://openalex.org/keywords/scale-development","display_name":"scale development","score":0.7039999961853027},{"id":"https://openalex.org/keywords/internal-consistency","display_name":"internal consistency","score":0.7900000214576721},{"id":"https://openalex.org/keywords/test-retest-reliability","display_name":"test-retest reliability","score":0.9990000128746033},{"id":"https://openalex.org/keywords/factor-analysis","display_name":"factor analysis","score":0.8339999914169312},{"id":"https://openalex.org/keywords/structural-equation-modeling","display_name":"structural equation modeling","score":0.8090000152587891},{"id":"https://openalex.org/keywords/item-generation","display_name":"item generation","score":0.39500001072883606},{"id":"https://openalex.org/keywords/cross-cultural-measurement","display_name":"cross-cultural measurement","score":0.7990000247955322},{"id":"https://openalex.org/keywords/survey-design","display_name":"survey design","score":0.6660000085830688},{"id":"https://openalex.org/keywords/experimental-design","display_name":"experimental design","score":0.972000002861023},{"id":"https://openalex.org/keywords/study-design","display_name":"research design","score":0.5950000286102295},{"id":"https://openalex.org/keywords/qualitative-versus-quantitative-research","display_name":"qualitative versus quantitative research","score":0.6240000128746033}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.7781162858009338},{"id":"https://openalex.org/C2779318504","wikidata":"https://www.wikidata.org/wiki/Q1438035","display_name":"Research design","level":2,"score":0.42680472135543823},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3492359519004822},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.340314120054245},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.31541362404823303},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0957551896572113},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07930216193199158}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.4135/9781412984935","doi":"https://doi.org/10.4135/9781412984935","is_oa":false,"landing_page_url":"https://doi.org/10.4135/9781412984935","pdf_url":null,"source":{"id":"https://openalex.org/S4306463867","display_name":"Sage eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"monograph"},{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-016152038","doi":null,"is_oa":false,"landing_page_url":"http://www.loc.gov/catdir/toc/ecip052/2004022908.html","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-028580962","doi":null,"is_oa":false,"landing_page_url":"http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=294613","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"software, multimedia"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4293831488","https://openalex.org/W4383313701","https://openalex.org/W7155037919","https://openalex.org/W2475807449","https://openalex.org/W4282961854","https://openalex.org/W1982789246","https://openalex.org/W1999884223","https://openalex.org/W2962268373","https://openalex.org/W7095169193","https://openalex.org/W4386164769"],"abstract_inverted_index":{"Foreword":[0],"-":[1,38,43],"Richard":[2],"Bagozzi":[3],"Preface":[4],"Acknowledgments":[5],"1.":[6],"WHAT":[7,59,90,238,267,330,361],"IS":[8,60,331],"MEASUREMENT?":[9],"Overview":[10,15,63,94,113,140,200,225,248,280,307,338,372],"What":[11],"Is":[12],"Measurement":[13,55,76,85,97,264,312,317,325,341,353,355,358,378],"Error?":[14],"of":[16,69,75,82,96,100,182,185,216,234,250,253,258,309,340,374,383],"Traditional":[17],"Measure":[18,27,149],"Development":[19,150],"Procedures":[20,117,120,123],"Conceptual":[21],"and":[22,29,47,71,144,204,231,324,379],"Operational":[23],"Definitions":[24],"Domain":[25],"Delineation":[26],"Design":[28,287,323,381],"Item":[30,162],"Generation":[31],"Internal":[32,114,202],"Consistency":[33,115,160,203],"Reliability":[34,36,116,119,206],"Test-Retest":[35,118,164,205],"Dimensionality":[37,42],"Exploratory":[39],"Factor":[40,45,121,168,171,175],"Analysis":[41,46,122],"Confirmatory":[44],"Structural":[48,291],"Equation":[49,292],"Modeling":[50,293],"Validity":[51,124],"General":[52],"Issues":[53,152],"in":[54,84,148,153,207,285,314,319,357],"Summary":[56,87,103,126,188,219,236,265,298,327,359,373,382],"Appendices":[57,328],"2.":[58],"MEASUREMENT":[61,92,111,130,244,273,302,335],"ERROR?":[62,93,112],"Random":[64,70],"Error":[65,67,73,77,79,86,98,101,147,313,318,326],"Systematic":[66,72],"Types":[68,249,252,308],"Illustrations":[74],"Through":[78],"Patterns":[80,81],"Responses":[83],"Appendix":[88],"3.":[89],"CAUSES":[91],"Sources":[95,102],"Taxonomy":[99],"4.":[104],"CAN":[105,129,191],"EMPIRICAL":[106],"PROCEDURES":[107],"PINPOINT":[108],"TYPES":[109],"OF":[110,241,271,334,369],"Tests":[125,156],"5.":[127],"HOW":[128,190,221,300],"ERROR":[131,192,274,303],"BE":[132,193],"IDENTIFIED":[133,194],"AND":[134,198,243,278,366],"CORRECTED":[135],"FOR":[136,275],"IN":[137,336],"MEASURE":[138],"DEVELOPMENT?":[139],"Guidelines":[141],"for":[142,282,289,295,377],"Identifying":[143],"Correcting":[145],"For":[146],"Generic":[151],"Designing":[154],"Psychometric":[155],"Item-to-Total":[157],"Correlations":[158,165,178,210,213],"(Internal":[159],"Procedures)":[161],"Means":[163],"(Test-Retest":[166],"Reliability)":[167],"Loadings":[169],"(Exploratory":[170],"Analysis)":[172,176],"Residuals":[173],"(Confirmatory":[174],"Cross-Construct":[177],"(Validity":[179],"Tests)":[180],"Conditions":[181],"Future":[183],"Use":[184],"Measures":[186,251,284],"Discussion":[187],"6.":[189],"THROUGH":[195],"INNOVATIVE":[196],"DESIGN":[197,277],"ANALYSES?":[199],"Using":[201,209,283,290],"Conjunction":[208],"Across":[211],"Item-Level":[212],"Empirical":[214],"Assessment":[215],"Item-Sequencing":[217],"Effects":[218],"7.":[220],"DO":[222],"MEASURES":[223,242],"DIFFER?":[224],"Stimulus-Centered":[226],"Versus":[227,343],"Respondent-Centered":[228],"Scales":[229,259],"Formative":[230],"Reflective":[232],"Indicators":[233],"Constructs":[235],"8.":[237],"ARE":[239,268,362],"EXAMPLES":[240],"ACROSS":[245],"VARIOUS":[246],"DISCIPLINES?":[247],"Response":[254],"Formats":[255],"Specific":[256],"Examples":[257],"From":[260,349],"Different":[261],"Disciplines":[262],"Cross-Cultural":[263],"9.":[266],"THE":[269,332,363],"IMPLICATIONS":[270],"UNDERSTANDING":[272],"RESEARCH":[276,305],"ANALYSIS?":[279],"Implications":[281,288,294,376],"Research":[286,297,310,322,345,380],"Applied":[296],"10.":[299],"DOES":[301],"AFFECT":[304],"DESIGN?":[306],"Designs":[311,316,321],"Survey":[315],"Experimental":[320],"11.":[329],"ROLE":[333],"SCIENCE?":[337],"Assumptions":[339],"Qualitative":[342],"Quantitative":[344],"Measuring":[346],"the":[347,388],"Measurable":[348],"Physical":[350],"to":[351],"Psychological":[352],"Informal":[354],"Ethics":[356],"12.":[360],"KEY":[364],"PRINCIPLES":[365],"GUIDING":[367],"ORIENTATIONS":[368],"THIS":[370],"BOOK?":[371],"Chapters":[375],"Orientations":[384],"References":[385],"Index":[386],"About":[387],"Author":[389]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":22},{"year":2020,"cited_by_count":21},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":36},{"year":2014,"cited_by_count":29},{"year":2013,"cited_by_count":11},{"year":2012,"cited_by_count":13}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}