A dangerous blind spot in IS research: False positives due to multicollinearity combined with measurement error

17th Americas Conference on Information Systems 2011, AMCIS 2011

Volumn 3, Issue , 2011, Pages 2312-2321

  Goodhue, Dale L ^a   Lewis, William ^a   Thompson, Ron ^b  

^a UNIVERSITY OF GEORGIA   (United States)

^b WAKE FOREST UNIVERSITY   (United States)

Author keywords

Correlation; False positive; LISREL; Measurement error; Multicollinearity; PLS; Regression; Type I error; Variance inflation factor; VIF

Indexed keywords

FALSE POSITIVE; INFLATION FACTORS; LISREL; MULTICOLLINEARITY; PLS; REGRESSION; TYPE-I ERROR; VIF;

BEHAVIORAL RESEARCH; ECONOMIC ANALYSIS; INFORMATION SYSTEMS; MEASUREMENT ERRORS; MONTE CARLO METHODS; OPTICAL CORRELATION; RESEARCH; TEXTBOOKS;

REGRESSION ANALYSIS;

EID: 84870234899     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Review

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