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Volumn 22, Issue 3, 2017, Pages 581-596

In defense of causal-formative indicators: A minority report.

Author keywords

causal indicators; composites; formative indicators; measurement models; structural equation models

Indexed keywords

CAUSALITY; FACTOR ANALYSIS; HUMAN; PROCEDURES; PSYCHOLOGY; REPRODUCIBILITY; STATISTICAL MODEL;

EID: 84942025094     PISSN: 1082989X     EISSN: None     Source Type: Journal    
DOI: 10.1037/met0000056     Document Type: Article
Times cited : (214)

References (87)
  • 1
    • 0002065564 scopus 로고
    • Structural equation models in marketing research: Basic principles
    • In R. P. Bagozzi (Ed.) Oxford, UK: Blackwell
    • Bagozzi, R. P. (1994). Structural equation models in marketing research: Basic principles. In R. P. Bagozzi (Ed.), Principles of marketing research (pp. 317-385). Oxford, UK: Blackwell.
    • (1994) Principles of Marketing Research , pp. 317-385
    • Bagozzi, R.P.1
  • 2
    • 34548389432 scopus 로고    scopus 로고
    • On the meaning of formative measurement and how it differs from reflective measurement: Comment on Howell, Breivik, and Wilcox (2007)
    • Bagozzi, R. P. (2007). On the meaning of formative measurement and how it differs from reflective measurement: Comment on Howell, Breivik, and Wilcox (2007). Psychological Methods, 12, 229-237. http://dx.doi .org/10.1037/1082-989X.12.2.229
    • (2007) Psychological Methods , vol.12 , pp. 229-237
    • Bagozzi, R.P.1
  • 3
    • 79958697053 scopus 로고    scopus 로고
    • Measurement and meaning in information systems and organizational research: Methodological and philosophical foundations
    • Bagozzi, R. P. (2011). Measurement and meaning in information systems and organizational research: Methodological and philosophical foundations. Management Information Systems Quarterly, 35, 261-292.
    • (2011) Management Information Systems Quarterly , vol.35 , pp. 261-292
    • Bagozzi, R.P.1
  • 4
    • 84911396143 scopus 로고    scopus 로고
    • Interpretational confounding or confounded interpretations of causal indicators
    • Bainter, S. A., & Bollen, K. A. (2014). Interpretational confounding or confounded interpretations of causal indicators Measurement: Interdisciplinary Research and Perspectives, 12, 125-140. http://dx.doi.org/10 .1080/15366367.2014.968503
    • (2014) Measurement: Interdisciplinary Research and Perspectives , vol.12 , pp. 125-140
    • Bainter, S.A.1    Bollen, K.A.2
  • 7
    • 0004129573 scopus 로고
    • Publications of the Training School at Vineland New Jersey Department of Research, 11 (E. S. Kite, Trans.). Baltimore, MD: Williams & Wilkins
    • Binet, A., & Simon, T. (1916). The development of intelligence in children: The Binet-Simon Scale. Publications of the Training School at Vineland New Jersey Department of Research, 11 (E. S. Kite, Trans.). Baltimore, MD: Williams & Wilkins.
    • (1916) The Development of Intelligence in Children: The Binet-Simon Scale
    • Binet, A.1    Simon, T.2
  • 8
    • 34547736393 scopus 로고    scopus 로고
    • Defining management accounting constructs: A methodological note on the risks of conceptual misspecification
    • Bisbe, J., Batista-Foguet, J.-M., & Chenhall, R. (2007). Defining management accounting constructs: A methodological note on the risks of conceptual misspecification. Accounting, Organizations and Society, 32, 789-820. http://dx.doi.org/10.1016/j.aos.2006.09.010
    • (2007) Accounting, Organizations and Society , vol.32 , pp. 789-820
    • Bisbe, J.1    Batista-Foguet, J.-M.2    Chenhall, R.3
  • 9
    • 0011886402 scopus 로고
    • Correlated independent variables: The problem of multicollinearity
    • Blalock, H. M., Jr. (1963). Correlated independent variables: The problem of multicollinearity. Social Forces, 42, 233-237. http://dx.doi.org/10 .1093/sf/42.2.233
    • (1963) Social Forces , vol.42 , pp. 233-237
    • Blalock, H.M.1
  • 11
    • 0010211628 scopus 로고
    • The measurement problem: A gap between the languages of theory and research
    • In H. M. Blalock & A. B. Blalock (Eds.) New York, NY: McGraw-Hill
    • Blalock, H. M., Jr. (1968). The measurement problem: A gap between the languages of theory and research. In H. M. Blalock & A. B. Blalock (Eds.), Methodology in social research (pp. 5-27). New York, NY: McGraw-Hill.
    • (1968) Methodology in Social Research , pp. 5-27
    • Blalock, H.M.1
  • 12
    • 0001645912 scopus 로고
    • Causal models involving unmeasured variables in stimulus-response situations
    • In H. M. Blalock, Jr. (Ed.) Chicago, IL: Aldine Press
    • Blalock, H. M., Jr. (1971). Causal models involving unmeasured variables in stimulus-response situations. In H. M. Blalock, Jr. (Ed.), Causal models in the social sciences (pp. 335-347). Chicago, IL: Aldine Press.
    • (1971) Causal Models in the Social Sciences , pp. 335-347
    • Blalock, H.M.1
  • 14
    • 0036408331 scopus 로고    scopus 로고
    • Latent variables in psychology and the social sciences
    • Bollen, K. A. (2002). Latent variables in psychology and the social sciences. Annual Review of Psychology, 53, 605-634. http://dx.doi.org/10 .1146/annurev.psych.53.100901.135239
    • (2002) Annual Review of Psychology , vol.53 , pp. 605-634
    • Bollen, K.A.1
  • 15
    • 34548453722 scopus 로고    scopus 로고
    • Interpretational confounding is due to misspecification, not to type of indicator: Comment on Howell, Breivik, and Wilcox (2007)
    • Bollen, K. A. (2007). Interpretational confounding is due to misspecification, not to type of indicator: Comment on Howell, Breivik, and Wilcox (2007). Psychological Methods, 12, 219-228. http://dx.doi.org/10.1037/ 1082-989X.12.2.219
    • (2007) Psychological Methods , vol.12 , pp. 219-228
    • Bollen, K.A.1
  • 16
    • 80051755666 scopus 로고    scopus 로고
    • Evaluating effect, composite, and causal indicators in structural equation models
    • Bollen, K. A. (2011). Evaluating effect, composite, and causal indicators in structural equation models. Management Information Systems Quarterly, 35, 359-372.
    • (2011) Management Information Systems Quarterly , vol.35 , pp. 359-372
    • Bollen, K.A.1
  • 17
    • 80052825993 scopus 로고    scopus 로고
    • Three Cs in measurement models: Causal indicators, composite indicators, and covariates
    • Bollen, K. A., & Bauldry, S. (2011). Three Cs in measurement models: Causal indicators, composite indicators, and covariates. Psychological Methods, 16, 265-284. http://dx.doi.org/10.1037/a0024448
    • (2011) Psychological Methods , vol.16 , pp. 265-284
    • Bollen, K.A.1    Bauldry, S.2
  • 18
    • 70449569091 scopus 로고    scopus 로고
    • Causal indicator models: Identification, estimation, and testing
    • Bollen, K. A., & Davis, W. R. (2009). Causal indicator models: Identification, estimation, and testing. Structural Equation Modeling, 16, 498-522. http://dx.doi.org/10.1080/10705510903008253
    • (2009) Structural Equation Modeling , vol.16 , pp. 498-522
    • Bollen, K.A.1    Davis, W.R.2
  • 19
    • 84869082092 scopus 로고
    • The dimension(s) of democracy: Further issues in the measurement and effects of political democracy
    • Bollen, K. A., & Grandjean, B. D. (1981). The dimension(s) of democracy: Further issues in the measurement and effects of political democracy. American Sociological Review, 46, 651-659. http://dx.doi.org/10.2307/ 2094946
    • (1981) American Sociological Review , vol.46 , pp. 651-659
    • Bollen, K.A.1    Grandjean, B.D.2
  • 20
    • 84901651724 scopus 로고    scopus 로고
    • Latent variables in structural equation models
    • In R. H. Hoyle (Ed.) New York, NY: Guilford Press
    • Bollen, K. A., & Hoyle, R. H. (2012). Latent variables in structural equation models. In R. H. Hoyle (Ed.), Handbook of structural equation modeling (pp. 56-67). New York, NY: Guilford Press.
    • (2012) Handbook of Structural Equation Modeling , pp. 56-67
    • Bollen, K.A.1    Hoyle, R.H.2
  • 21
    • 0347973105 scopus 로고
    • Conventional wisdom on measurement: A structural equation perspective
    • Bollen, K. A., & Lennox, R. (1991). Conventional wisdom on measurement: A structural equation perspective. Psychological Bulletin, 110, 305-314. http://dx.doi.org/10.1037/0033-2909.110.2.305
    • (1991) Psychological Bulletin , vol.110 , pp. 305-314
    • Bollen, K.A.1    Lennox, R.2
  • 22
    • 69949105290 scopus 로고    scopus 로고
    • Practical application of the vanishing tetrad test for causal indicator measurement models: An example from health-related quality of life
    • Bollen, K. A., Lennox, R. D., & Dahly, D. L. (2009). Practical application of the vanishing tetrad test for causal indicator measurement models: An example from health-related quality of life. Statistics in Medicine, 28, 1524-1536. http://dx.doi.org/10.1002/sim.3560
    • (2009) Statistics in Medicine , vol.28 , pp. 1524-1536
    • Bollen, K.A.1    Lennox, R.D.2    Dahly, D.L.3
  • 23
    • 0034149798 scopus 로고    scopus 로고
    • A tetrad test for causal indicators
    • Bollen, K. A., & Ting, K.-F. (2000). A tetrad test for causal indicators. Psychological Methods, 5, 3-22. http://dx.doi.org/10.1037/1082-989X.5 .1.3
    • (2000) Psychological Methods , vol.5 , pp. 3-22
    • Bollen, K.A.1    Ting, K.-F.2
  • 24
    • 0038280016 scopus 로고    scopus 로고
    • The theoretical status of latent variables
    • Borsboom, D., Mellenbergh, G. J., & van Heerden, J. (2003). The theoretical status of latent variables. Psychological Review, 110, 203-219. http://dx.doi.org/10.1037/0033-295X.110.2.203
    • (2003) Psychological Review , vol.110 , pp. 203-219
    • Borsboom, D.1    Mellenbergh, G.J.2    Van Heerden, J.3
  • 26
    • 84970531675 scopus 로고
    • Interpretational confounding of unobserved variables in structural equation models
    • Burt, R. S. (1976). Interpretational confounding of unobserved variables in structural equation models. Sociological Methods & Research, 5, 3-52. http://dx.doi.org/10.1177/004912417600500101
    • (1976) Sociological Methods & Research , vol.5 , pp. 3-52
    • Burt, R.S.1
  • 27
    • 84870573274 scopus 로고    scopus 로고
    • Improper use of endogenous formative variables
    • Cadogan, J. W., & Lee, N. (2013). Improper use of endogenous formative variables. Journal of Business Research, 66, 233-241. http://dx.doi.org/ 10.1016/j.jbusres.2012.08.006
    • (2013) Journal of Business Research , vol.66 , pp. 233-241
    • Cadogan, J.W.1    Lee, N.2
  • 28
    • 85015516203 scopus 로고    scopus 로고
    • Formative variables are unreal variables: Why the formative MIMIC model is invalid
    • Cadogan, J. W., Lee, N., & Chamberlain, L. (2013). Formative variables are unreal variables: Why the formative MIMIC model is invalid. Academy of Marketing Science Review, 3, 38-49.
    • (2013) Academy of Marketing Science Review , vol.3 , pp. 38-49
    • Cadogan, J.W.1    Lee, N.2    Chamberlain, L.3
  • 29
    • 72049101186 scopus 로고    scopus 로고
    • Interpretation of formative measurement in information systems research
    • Cenfetelli, R. T., & Bassellier, G. (2009). Interpretation of formative measurement in information systems research. Management Information Systems Quarterly, 33, 689-707.
    • (2009) Management Information Systems Quarterly , vol.33 , pp. 689-707
    • Cenfetelli, R.T.1    Bassellier, G.2
  • 31
    • 34548839232 scopus 로고    scopus 로고
    • The error term in formative measurement models: Interpretation and modeling implications
    • Diamantopoulos, A. (2006). The error term in formative measurement models: Interpretation and modeling implications. Journal of Modelling in Management, 1, 7-17. http://dx.doi.org/10.1108/17465660610667775
    • (2006) Journal of Modelling in Management , vol.1 , pp. 7-17
    • Diamantopoulos, A.1
  • 32
    • 80051775871 scopus 로고    scopus 로고
    • Incorporating formative measures into covariance-based structural equation models
    • Diamantopoulos, A. (2011). Incorporating formative measures into covariance-based structural equation models. Management Information Systems Quarterly, 35, 335-358.
    • (2011) Management Information Systems Quarterly , vol.35 , pp. 335-358
    • Diamantopoulos, A.1
  • 33
    • 84921927722 scopus 로고    scopus 로고
    • MIMIC models and formative measurement: Some thoughts on Lee, Cadogan & Chamberlain
    • Diamantopoulos, A. (2013). MIMIC models and formative measurement: Some thoughts on Lee, Cadogan & Chamberlain. Academy of Marketing Science Review, 3, 30-37.
    • (2013) Academy of Marketing Science Review , vol.3 , pp. 30-37
    • Diamantopoulos, A.1
  • 34
    • 49249094078 scopus 로고    scopus 로고
    • Advancing formative measurement models
    • Diamantopoulos, A., Riefler, P., & Roth, K. P. (2008). Advancing formative measurement models. Journal of Business Research, 61, 1203-1218. http://dx.doi.org/10.1016/j.jbusres.2008.01.009
    • (2008) Journal of Business Research , vol.61 , pp. 1203-1218
    • Diamantopoulos, A.1    Riefler, P.2    Roth, K.P.3
  • 35
    • 33845439549 scopus 로고    scopus 로고
    • Formative versus reflective indicators in organizational measure development: A Comparison and Empirical Illustration
    • Diamantopoulos, A., & Siguaw, J. A. (2006). Formative versus reflective indicators in organizational measure development: A Comparison and Empirical Illustration. British Journal of Management, 17, 263-282. http://dx.doi.org/10.1111/j.1467-8551.2006.00500.x
    • (2006) British Journal of Management , vol.17 , pp. 263-282
    • Diamantopoulos, A.1    Siguaw, J.A.2
  • 36
    • 84899638965 scopus 로고    scopus 로고
    • MIMIC models, formative indicators and the joys of research
    • Diamantopoulos, A., & Temme, D. (2013). MIMIC models, formative indicators and the joys of research. Academy of Marketing Science Review, 3, 160-170.
    • (2013) Academy of Marketing Science Review , vol.3 , pp. 160-170
    • Diamantopoulos, A.1    Temme, D.2
  • 37
    • 0035534144 scopus 로고    scopus 로고
    • Index construction with formative indicators: An alternative to scale development
    • Diamantopoulos, A., & Winklhofer, H. M. (2001). Index construction with formative indicators: An alternative to scale development. JMR, Journal of Marketing Research, 38, 269-277. http://dx.doi.org/10.1509/jmkr.38 .2.269.18845
    • (2001) JMR, Journal of Marketing Research , vol.38 , pp. 269-277
    • Diamantopoulos, A.1    Winklhofer, H.M.2
  • 38
    • 79953294552 scopus 로고    scopus 로고
    • The fallacy of formative measurement
    • Edwards, J. R. (2011). The fallacy of formative measurement. Organizational Research Methods, 14, 370-388. http://dx.doi.org/10.1177/ 1094428110378369
    • (2011) Organizational Research Methods , vol.14 , pp. 370-388
    • Edwards, J.R.1
  • 39
    • 0034199303 scopus 로고    scopus 로고
    • On the nature and direction of relationships between constructs and measures
    • Edwards, J. R., & Bagozzi, R. P. (2000). On the nature and direction of relationships between constructs and measures. Psychological Methods, 5, 155-174. http://dx.doi.org/10.1037/1082-989X.5.2.155
    • (2000) Psychological Methods , vol.5 , pp. 155-174
    • Edwards, J.R.1    Bagozzi, R.P.2
  • 40
    • 85029033604 scopus 로고    scopus 로고
    • Zur Verwendung formativer und reflektiver Indikatoren in Strukturgleichungsmodellen: Ergebnisse einer Metaanalyse und Anwendungsempfehlungen [On the use of formative and reflective indicators in structural equation models: Results of a metaanalysis and recommendations for application]
    • Eggert, A., & Fassott, G. (2003). Zur Verwendung formativer und reflektiver Indikatoren in Strukturgleichungsmodellen: Ergebnisse einer Metaanalyse und Anwendungsempfehlungen [On the use of formative and reflective indicators in structural equation models: Results of a metaanalysis and recommendations for application]. Kaiserslauterner Schriftenreihe Marketing, 20, Kaiserslautern.
    • (2003) Kaiserslauterner Schriftenreihe Marketing, 20, Kaiserslautern
    • Eggert, A.1    Fassott, G.2
  • 41
    • 36049003901 scopus 로고    scopus 로고
    • Operationalisierung latenter Variablen in Strukturgleichungsmodellen: Eine Standortbestimmung [Operationalizing latent variables in structural equation models: A state-of-the-art review] Zeitschrift für betriebswirtschaftliche
    • Fassott, G. (2006). Operationalisierung latenter Variablen in Strukturgleichungsmodellen: Eine Standortbestimmung [Operationalizing latent variables in structural equation models: A state-of-the-art review]. Zeitschrift für betriebswirtschaftliche. Forschung, 58, 67-88.
    • (2006) Forschung , vol.58 , pp. 67-88
    • Fassott, G.1
  • 42
    • 0000797560 scopus 로고
    • A comparative analysis of two structural equation models: LISREL and PLS applied to market data
    • In C. Fornell (Ed.) New York, NY: Praeger
    • Fornell, C., & Bookstein, F. L. (1982). A comparative analysis of two structural equation models: LISREL and PLS applied to market data. In C. Fornell (Ed.), A second generation of multivariate analysis (pp. 289-324). New York, NY: Praeger.
    • (1982) A Second Generation of Multivariate Analysis , pp. 289-324
    • Fornell, C.1    Bookstein, F.L.2
  • 43
    • 54349088090 scopus 로고    scopus 로고
    • Proportional structural effects of formative indicators
    • Franke, G. R., Preacher, K. J., & Rigdon, E. E. (2008). Proportional structural effects of formative indicators. Journal of Business Research, 61, 1229-1237. http://dx.doi.org/10.1016/j.jbusres.2008.01.011
    • (2008) Journal of Business Research , vol.61 , pp. 1229-1237
    • Franke, G.R.1    Preacher, K.J.2    Rigdon, E.E.3
  • 44
    • 42249098723 scopus 로고    scopus 로고
    • Representing general theoretical concepts in structural equation models: The role of composite variables
    • Grace, J. B., & Bollen, K. A. (2008). Representing general theoretical concepts in structural equation models: The role of composite variables. Environmental and Ecological Statistics, 15, 191-213. http://dx.doi.org/ 10.1007/s10651-007-0047-7
    • (2008) Environmental and Ecological Statistics , vol.15 , pp. 191-213
    • Grace, J.B.1    Bollen, K.A.2
  • 45
    • 80053216417 scopus 로고    scopus 로고
    • A commentary on the use of formative measurement
    • Hardin, A., & Marcoulides, G. A. (2011). A commentary on the use of formative measurement. Educational and Psychological Measurement, 71, 753-764. http://dx.doi.org/10.1177/0013164411414270
    • (2011) Educational and Psychological Measurement , vol.71 , pp. 753-764
    • Hardin, A.1    Marcoulides, G.A.2
  • 46
    • 57049166499 scopus 로고    scopus 로고
    • Formative vs reflective measurement: Comment on Marakas, Johnson, and Clay (2007)
    • Retrieved from
    • Hardin, A. M., Chang, J. C.-J., & Fuller, M. A. (2008). Formative vs. reflective measurement: Comment on Marakas, Johnson, and Clay (2007). Journal of the Association for Information Systems, 9, 519-534. Retrieved from http://digitalscholarship.unlv.edu/met-fac-articles/6
    • (2008) Journal of the Association for Information Systems , vol.9 , pp. 519-534
    • Hardin, A.M.1    Chang, J.C.-J.2    Fuller, M.A.3
  • 47
    • 78651340560 scopus 로고    scopus 로고
    • Formative measurement and academic research: In search of measurement theory
    • Hardin, A. M., Chang, J. C.-J., Fuller, M. A., & Torkzadeh, G. (2011). Formative measurement and academic research: In search of measurement theory. Educational and Psychological Measurement, 71, 281-305. http://dx.doi.org/10.1177/0013164410370208
    • (2011) Educational and Psychological Measurement , vol.71 , pp. 281-305
    • Hardin, A.M.1    Chang, J.C.-J.2    Fuller, M.A.3    Torkzadeh, G.4
  • 49
    • 84965450903 scopus 로고
    • Employing nominal variables, induced variables, and block variables in path analyses
    • Heise, D. R. (1972). Employing nominal variables, induced variables, and block variables in path analyses. Sociological Methods & Research, 1, 147-173. http://dx.doi.org/10.1177/004912417200100201
    • (1972) Sociological Methods & Research , vol.1 , pp. 147-173
    • Heise, D.R.1
  • 50
    • 12844280524 scopus 로고    scopus 로고
    • Conducting tetrad tests of model fit and contrasts of tetrad-nested models: A new SAS macro
    • Hipp, J., Bauer, D. J., & Bollen, K. A. (2005). Conducting tetrad tests of model fit and contrasts of tetrad-nested models: A new SAS macro. Structural Equation Modeling, 12, 76-93. http://dx.doi.org/10.1207/ s15328007sem1201-4
    • (2005) Structural Equation Modeling , vol.12 , pp. 76-93
    • Hipp, J.1    Bauer, D.J.2    Bollen, K.A.3
  • 51
    • 84911381515 scopus 로고    scopus 로고
    • Conceptual clarity in measurement-Constructs, composites, and causes: A commentary on Lee, Cagogan and Chamberlain
    • Howell, R. D. (2013). Conceptual clarity in measurement-Constructs, composites, and causes: A commentary on Lee, Cagogan and Chamberlain. AMS Review, 3, 18-23. http://dx.doi.org/10.1007/s13162-013-0036-y
    • (2013) AMS Review , vol.3 , pp. 18-23
    • Howell, R.D.1
  • 52
    • 84911453350 scopus 로고    scopus 로고
    • What is the latent variable in causal indicator models
    • Howell, R. D. (2014). What is the latent variable in causal indicator models Measurement: Interdisciplinary Research and Perspectives, 12, 141-145. http://dx.doi.org/10.1080/15366367.2014.980105
    • (2014) Measurement: Interdisciplinary Research and Perspectives , vol.12 , pp. 141-145
    • Howell, R.D.1
  • 53
    • 34548413771 scopus 로고    scopus 로고
    • Reconsidering formative measurement
    • Howell, R. D., Breivik, E., & Wilcox, J. B. (2007a). Reconsidering formative measurement. Psychological Methods, 12, 205-218. http://dx .doi.org/10.1037/1082-989X.12.2.205
    • (2007) Psychological Methods , vol.12 , pp. 205-218
    • Howell, R.D.1    Breivik, E.2    Wilcox, J.B.3
  • 54
    • 34548854543 scopus 로고    scopus 로고
    • Is formative measurement really measurement Reply to Bollen (2007) and Bagozzi (2007)
    • Howell, R. D., Breivik, E., & Wilcox, J. B. (2007b). Is formative measurement really measurement Reply to Bollen (2007) and Bagozzi (2007). Psychological Methods, 12, 238-245. http://dx.doi.org/10.1037/ 1082-989X.12.2.238
    • (2007) Psychological Methods , vol.12 , pp. 238-245
    • Howell, R.D.1    Breivik, E.2    Wilcox, J.B.3
  • 56
    • 75349090894 scopus 로고    scopus 로고
    • Structural equations modeling: Fit indices, sample size, and advanced topics
    • Iacobucci, D. (2010). Structural equations modeling: Fit indices, sample size, and advanced topics. Journal of Consumer Psychology, 20, 90-98. http://dx.doi.org/10.1016/j.jcps.2009.09.003
    • (2010) Journal of Consumer Psychology , vol.20 , pp. 90-98
    • Iacobucci, D.1
  • 57
    • 0242424963 scopus 로고    scopus 로고
    • A critical review of construct indicators and measurement model misspecification in marketing and consumer research
    • Jarvis, C. B., MacKenzie, S. B., & Podsakoff, P. M. (2003). A critical review of construct indicators and measurement model misspecification in marketing and consumer research. Journal of Consumer Research, 30, 199-218. http://dx.doi.org/10.1086/376806
    • (2003) Journal of Consumer Research , vol.30 , pp. 199-218
    • Jarvis, C.B.1    MacKenzie, S.B.2    Podsakoff, P.M.3
  • 58
    • 0000270024 scopus 로고
    • Estimation of a model with multiple indicators and multiple causes of a single latent variable
    • Jöreskog, K. G., & Goldberger, A. S. (1975). Estimation of a model with multiple indicators and multiple causes of a single latent variable. Journal of the American Statistical Association, 10, 631-639.
    • (1975) Journal of the American Statistical Association , vol.10 , pp. 631-639
    • Jöreskog, K.G.1    Goldberger, A.S.2
  • 59
    • 77957053448 scopus 로고    scopus 로고
    • Investigating two contradictory views of formative measurement in information systems research
    • Kim, G., Shin, B., & Grover, V. (2010). Investigating two contradictory views of formative measurement in information systems research. Management Information Systems Quarterly, 34, 345-365.
    • (2010) Management Information Systems Quarterly , vol.34 , pp. 345-365
    • Kim, G.1    Shin, B.2    Grover, V.3
  • 60
    • 0347977543 scopus 로고
    • Some further remarks on measurement-structure interaction and the unidimensionality of constructs
    • Kumar, A., & Dillon, W. R. (1987). Some further remarks on measurement-structure interaction and the unidimensionality of constructs. JMR, Journal of Marketing Research, 24, 438-444. http://dx .doi.org/10.2307/3151393
    • (1987) JMR, Journal of Marketing Research , vol.24 , pp. 438-444
    • Kumar, A.1    Dillon, W.R.2
  • 61
    • 84870558376 scopus 로고    scopus 로고
    • Problems with formative and higher order reflective variables
    • Lee, N., & Cadogan, J. W. (2013). Problems with formative and higher order reflective variables. Journal of Business Research, 66, 242-247. http://dx.doi.org/10.1016/j.jbusres.2012.08.004
    • (2013) Journal of Business Research , vol.66 , pp. 242-247
    • Lee, N.1    Cadogan, J.W.2
  • 63
    • 84914159840 scopus 로고    scopus 로고
    • Material and efficient cause interpretations of the formative model: Resolving misunderstandings and clarifying conceptual language
    • Lee, N., Cadogan, J. W., & Chamberlain, L. (2014). Material and efficient cause interpretations of the formative model: Resolving misunderstandings and clarifying conceptual language. Academy of Marketing Science Review, 4, 32-43.
    • (2014) Academy of Marketing Science Review , vol.4 , pp. 32-43
    • Lee, N.1    Cadogan, J.W.2    Chamberlain, L.3
  • 65
    • 0013118140 scopus 로고    scopus 로고
    • Power analysis and determination of sample size for covariance structure modeling
    • MacCallum, R. C., Browne, M. W., Sugawara, H. M. (1996). Power analysis and determination of sample size for covariance structure modeling. Psychological Methods, 1, 130-149. http://dx.doi.org/10.1037/ 1082-989X.1.2.130
    • (1996) Psychological Methods , vol.1 , pp. 130-149
    • MacCallum, R.C.1    Browne, M.W.2    Sugawara, H.M.3
  • 66
    • 0142052044 scopus 로고    scopus 로고
    • The dangers of poor construct conceptualization
    • MacKenzie, S. B. (2003). The dangers of poor construct conceptualization. Journal of the Academy of Marketing Science, 31, 323-326. http://dx .doi.org/10.1177/0092070303031003011
    • (2003) Journal of the Academy of Marketing Science , vol.31 , pp. 323-326
    • MacKenzie, S.B.1
  • 67
    • 24944589695 scopus 로고    scopus 로고
    • The problem of measurement model misspecification in behavioral and organizational research and some recommended solutions
    • MacKenzie, S. B., Podsakoff, P. M., & Jarvis, C. B. (2005). The problem of measurement model misspecification in behavioral and organizational research and some recommended solutions. Journal of Applied Psychology, 90, 710-730. http://dx.doi.org/10.1037/0021-9010.90.4.710
    • (2005) Journal of Applied Psychology , vol.90 , pp. 710-730
    • MacKenzie, S.B.1    Podsakoff, P.M.2    Jarvis, C.B.3
  • 68
    • 84911440121 scopus 로고    scopus 로고
    • Unfished business in clarifying causal measurement: Commentary on Bainter and Bollen
    • Markus, K. A. (2014). Unfished business in clarifying causal measurement: Commentary on Bainter and Bollen. Measurement: Interdisciplinary Research and Perspectives, 12, 146-150. http://dx.doi.org/10.1080/ 15366367.2014.980106
    • (2014) Measurement: Interdisciplinary Research and Perspectives , vol.12 , pp. 146-150
    • Markus, K.A.1
  • 71
    • 4944263854 scopus 로고    scopus 로고
    • A comparison of item response theory and confirmatory factor analytic methodologies for establishing measurement equivalence/invariance
    • Meade, A. W., & Lautenschlager, G. J. (2004). A comparison of item response theory and confirmatory factor analytic methodologies for establishing measurement equivalence/invariance. Organizational Research Methods, 7, 361-388. http://dx.doi.org/10.1177/1094428104268027
    • (2004) Organizational Research Methods , vol.7 , pp. 361-388
    • Meade, A.W.1    Lautenschlager, G.J.2
  • 74
    • 84859848174 scopus 로고    scopus 로고
    • The critical importance of construct measurement specification: A response to Aguirre-Urreta and Marakas
    • Petter, S., Rai, A., & Straub, D. (2012). The critical importance of construct measurement specification: A response to Aguirre-Urreta and Marakas. Management Information Systems Quarterly, 36, 147-155.
    • (2012) Management Information Systems Quarterly , vol.36 , pp. 147-155
    • Petter, S.1    Rai, A.2    Straub, D.3
  • 75
  • 76
    • 33947191455 scopus 로고    scopus 로고
    • The role of formative measurement models in strategic management research: Review, critique, and implications for future research
    • In D. J. Ketchen & D. D. Bergh (Eds.) Oxford, UK: Elsevier
    • Podsakoff, N. P., Shen, W., & Podsakoff, P. M. (2006). The role of formative measurement models in strategic management research: Review, critique, and implications for future research. In D. J. Ketchen & D. D. Bergh (Eds.), Research methodology in strategy and management (Vol. 3, pp. 197-252). Oxford, UK: Elsevier. http://dx.doi.org/10.1016/ S1479-8387(06)03008-6
    • (2006) Research Methodology in Strategy and Management , vol.3 , pp. 197-252
    • Podsakoff, N.P.1    Shen, W.2    Podsakoff, P.M.3
  • 77
    • 84897803823 scopus 로고    scopus 로고
    • Lee, Cadogan, and Chamberlain: An excellent point. but what about that iceberg
    • Rigdon, E. W. (2013). Lee, Cadogan, and Chamberlain: An excellent point but what about that iceberg AMS Review, 3, 24-29. http://dx.doi .org/10.1007/s13162-013-0034-0
    • (2013) AMS Review , vol.3 , pp. 24-29
    • Rigdon, E.W.1
  • 78
    • 0036891309 scopus 로고    scopus 로고
    • The C-OAR-SE procedure for scale development in marketing
    • Rossiter, J. R. (2002). The C-OAR-SE procedure for scale development in marketing. International Journal of Research in Marketing, 19, 305-335. http://dx.doi.org/10.1016/S0167-8116(02)00097-6
    • (2002) International Journal of Research in Marketing , vol.19 , pp. 305-335
    • Rossiter, J.R.1
  • 79
    • 55949094411 scopus 로고    scopus 로고
    • Content validity of measures of abstract constructs in management and organizational research
    • Rossiter, J. R. (2008). Content validity of measures of abstract constructs in management and organizational research. British Journal of Management, 19, 380-388. http://dx.doi.org/10.1111/j.1467-8551.2008.00587.x
    • (2008) British Journal of Management , vol.19 , pp. 380-388
    • Rossiter, J.R.1
  • 80
    • 84865404927 scopus 로고    scopus 로고
    • The effect of misspecification of reflective and formative constructs in operations and manufacturing management research
    • Roy, S., Tarafdar, M., Ragu-Nathan, T. S., & Marsillac, E. (2012). The effect of misspecification of reflective and formative constructs in operations and manufacturing management research. The Electronic Journal of Business Research Methods, 10, 34-52.
    • (2012) The Electronic Journal of Business Research Methods , vol.10 , pp. 34-52
    • Roy, S.1    Tarafdar, M.2    Ragu-Nathan, T.S.3    Marsillac, E.4
  • 81
    • 0000600340 scopus 로고
    • "General Intelligence," objectively determined and measured
    • Spearman, C. (1904). "General Intelligence," objectively determined and measured. The American Journal of Psychology, 15, 201-292. http://dx .doi.org/10.2307/1412107
    • (1904) The American Journal of Psychology , vol.15 , pp. 201-292
    • Spearman, C.1
  • 84
    • 78651323235 scopus 로고    scopus 로고
    • Formative constructs implemented via common factors
    • Treiblmaier, H., Bentler, P. M., & Mair, P. (2011). Formative constructs implemented via common factors. Structural Equation Modeling, 18, 1-17. http://dx.doi.org/10.1080/10705511.2011.532693
    • (2011) Structural Equation Modeling , vol.18 , pp. 1-17
    • Treiblmaier, H.1    Bentler, P.M.2    Mair, P.3
  • 85
    • 84911420545 scopus 로고    scopus 로고
    • Clarifying the conceptualization of indicators within different models
    • Wang, J., Engelhard, G., Jr., & Lu, Z. (2014). Clarifying the conceptualization of indicators within different models. Measurement: Interdisciplinary Research and Perspectives, 12, 155-159. http://dx.doi.org/10 .1080/15366367.2014.981124
    • (2014) Measurement: Interdisciplinary Research and Perspectives , vol.12 , pp. 155-159
    • Wang, J.1    Engelhard, G.2    Lu, Z.3
  • 86
  • 87
    • 54349127203 scopus 로고    scopus 로고
    • Questions about formative measurement
    • Wilcox, J. B., Howell, R. D., & Breivik, E. (2008). Questions about formative measurement. Journal of Business Research, 61, 1219-1228. http://dx.doi.org/10.1016/j.jbusres.2008.01.010
    • (2008) Journal of Business Research , vol.61 , pp. 1219-1228
    • Wilcox, J.B.1    Howell, R.D.2    Breivik, E.3


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