Construct Validation Using Computer-Aided Text Analysis (CATA) An Illustration Using Entrepreneurial Orientation

被引:396
作者
Short, Jeremy C. [1 ]
Broberg, J. Christian [2 ]
Cogliser, Claudia C.
Brigham, Keith H.
机构
[1] Texas Tech Univ, Area Management, Lubbock, TX 79408 USA
[2] Wichita State Univ, Wichita, KS 67260 USA
关键词
computer-aided text analysis; construct validation; content analysis; DICTION; entrepreneurial orientation; STRATEGIC MANAGEMENT RESEARCH; CORPORATE ENTREPRENEURSHIP; SMALL FIRMS; ORGANIZATIONAL RESEARCH; EMPIRICAL-EXAMINATION; BUSINESS PERFORMANCE; MODERATING ROLE; VALIDITY; WORDS; METHODOLOGY;
D O I
10.1177/1094428109335949
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
Construct validity continues to pose challenges in the organizational sciences. To capture difficult-to-measure constructs of interest, researchers have often relied on content analysis. One content analysis technique, computer-aided text analysis (CATA), is particularly attractive because of the ability to process large samples with high speeds and reliabilities. Unfortunately, inconsistent guidance exists to guide researchers through the use of this tool in a manner compatible with accepted methods used to validate constructs in a rigorous manner. The authors review research using content analysis to examine the extent to which such studies integrate methods for assessing content, external, discriminant, and predictive validity. To provide direction for organizational researchers interested in using CATA to measure theoretically based constructs relevant to the management field, they suggest a number of possible procedures to enhance construct validity. They illustrate these procedures using the construct of entrepreneurial orientation.
引用
收藏
页码:320 / 347
页数:28
相关论文
共 123 条
[41]   SENSEMAKING AND SENSEGIVING IN STRATEGIC CHANGE INITIATION [J].
GIOIA, DA ;
CHITTIPEDDI, K .
STRATEGIC MANAGEMENT JOURNAL, 1991, 12 (06) :433-448
[42]   THE PROBLEM OF UNOBSERVABLES IN STRATEGIC MANAGEMENT RESEARCH [J].
GODFREY, PC ;
HILL, CWL .
STRATEGIC MANAGEMENT JOURNAL, 1995, 16 (07) :519-533
[43]  
Goodman R., 1980, Public Relations Quarterly, V36, P21
[44]  
Hair J.F., 2010, MULTIVARIATE DATA AN
[45]  
Hambrick DC, 2007, ACAD MANAGE J, V50, P1346
[46]  
Hart R.P., 2000, DICTION 5 0 TEXT ANA
[47]  
HITT MA, 2005, BLACKWELL ENCY MANAG
[48]  
Holsti O.R., 1969, Content Analysis for the Social Sciences and Humanities
[49]   Deconstructing the relationship between entrepreneurial orientation and business performance at the embryonic stage of firm growth [J].
Hughes, Mathew ;
Morgan, Robert E. .
INDUSTRIAL MARKETING MANAGEMENT, 2007, 36 (05) :651-661
[50]   The role of entrepreneurship in building cultural competitiveness in different organizational types [J].
Hult, GTM ;
Snow, CC ;
Kandemir, D .
JOURNAL OF MANAGEMENT, 2003, 29 (03) :401-426