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Original Articles

Methodological practices in cognitive style research: Insights and recommendations from the field of business and psychology

, &
Pages 627-641 | Received 01 Jan 2012, Accepted 01 Jan 2013, Published online: 22 Apr 2013

REFERENCES

  • Aguinis , H. , Boyd , B. K. , Pierce , C. A. and Short , J. C. 2011 . Walking new avenues in management research methods and theories: Bridging micro and macro domains . Journal of Management , 37 : 395 – 403 .
  • Aguinis , H. , Pierce , C. A. , Bosco , F. A. and Muslin , I. S. 2009 . First decade of Organizational Research Methods: Trends in design, measurement, and data-analysis topics . Organizational Research Methods , 12 : 69 – 112 .
  • Allen , T. D. , Eby , L. T. , O'Brien , K. E. and Lentz , E. 2008 . The state of mentoring research: A qualitative review of current research methods and future research implications . Journal of Vocational Behavior , 73 : 343 – 357 .
  • Allinson , C. W. and Hayes , J. 1996 . The Cognitive Style Index: A measure of intuition-analysis for organizational research . Journal of Management Studies , 33 : 119 – 135 .
  • Armstrong , S. J. and Cools , E. 2009 . “ Cognitive styles and their relevance for business and management: A review of development over the past two decades ” . In Perspectives on the nature of intellectual styles , Edited by: Zhang , L. F. and Sternberg , R. J. 253 – 290 . New York, NY : Springer .
  • Armstrong , S. J. , Cools , E. and Sadler-Smith , E. 2012 . The role of cognitive styles in business and management: Reviewing 40 years of research . International Journal of Management Reviews , 14 : 238 – 262 .
  • Armstrong , S. J. , Peterson , E. R. and Rayner , S. G. 2012 . Understanding and defining cognitive style and learning style: A Delphi study in the context of educational psychology . Educational Studies , 38 : 449 – 455 .
  • Armstrong , S. J. , van der Heijden , B. I. J. M. and Sadler-Smith , E. 2012 . “ Intellectual styles, management of careers, and improved work performance ” . In Handbook of intellectual styles: Preferences in cognition, learning and thinking , Edited by: Zhang , L. F. , Sternberg , R. and Rayner , S. G. 273 – 293 . New York, NY : Springer .
  • Austin , J. , Scherbaum , C. A. and Mahlman , R. A. 2002 . “ History of research methods in industrial and organizational psychology: Measurement, design, analysis ” . In Handbook of research methods in industrial and organizational psychology , Edited by: Rogelberg , S. G. 3 – 33 . Malden, MA : Blackwell .
  • Aydin , C. E. and Rice , R. E. 1991 . Social worlds, individual differences, and implementation . Information and Management , 20 : 119 – 136 .
  • Bachiochi , P. D. and Weiner , S. P. 2002 . “ Qualitative data collection and analysis ” . In Handbook of research methods in industrial and organizational psychology , Edited by: Rogelberg , S. G. 161 – 183 . Malden, MA : Blackwell .
  • Berr , S. A. , Church , A. H. and Waclawski , J. 2000 . The right personality is everything: Linking personality preferences to managerial behaviors . Human Resource Development Quarterly , 11 : 133 – 157 .
  • Bouckenooghe , D. , De Clercq , D. , Willem , A. and Buelens , M. 2007 . An assessment of validity in entrepreneurship research . Journal of Entrepreneurship , 16 : 147 – 171 .
  • Briner , R. B. and Rousseau , D. M. 2011 . Evidence-based I-O psychology: Not there yet . Industrial and Organizational Psychology: Perspectives on Science and Practice , 4 : 3 – 22 .
  • Buelens , M. , Van De Woestyne , M. , Mestdagh , S. and Bouckenooghe , D. 2008 . Methodological issues in negotiation research: A state-of-the-art-review . Group Decision and Negotiation , 17 : 321 – 345 .
  • Busenitz , L. W. , West , G. P. , Shepherd , D. , Nelson , T. , Chandler , G. N. and Zacharakis , A. 1993 . Entrepreneurship research in emergence: Past trends and future directions . Journal of Management , 29 : 285 – 308 .
  • Casper , W. J. , Eby , L. T. , Bordeaux , C. , Lockwood , A. and Lambert , D. 2007 . A review of research methods in IO/OB work-family research . Journal of Applied Psychology , 92 : 28 – 43 .
  • Chandler , G. N. and Lyon , D. W. 2001 . Issues of research design and construct measurement in entrepreneurship research: The past decade . Entrepreneurship Theory and Practice , 25 : 101 – 113 .
  • Chang , J. Y. , Choi , J. N. and Kim , M. U. 2008 . Turnover of highly educated R&D professionals: The role of pre-entry cognitive style, work values and career orientation . Journal of Occupational and Organizational Psychology , 81 : 299 – 317 .
  • Coffield , F. , Moseley , D. , Hall , E. and Ecclestone , K. 2004 . Learning styles and pedagogy in post-16 learning: A systematic and critical review , London : Learning and Skills Research Centre .
  • Cohen , J. 1960 . Coefficient of agreement for nominal scales . Educational and Psychological Measurement , 20 : 37 – 46 .
  • Cohen , J. 1988 . Statistical power analysis for the behavioral sciences (2nd ed , London : Lawrence Erlbaum Associates .
  • Cook , T. D. and Campbell , D. T. 1976 . “ The design and conduct of quasi-experiments and true experiments in field settings ” . In Handbook of industrial and organizational psychology , Edited by: Dunnette , M. D. 223 – 336 . Chicago, IL : Rand McNally .
  • Cools , E. 2008 . Cognitive styles and management behaviour: Theory, measurement, and application , Saarbrücken : VDM Verlag Dr. Müller .
  • Cools , E. 2009 . A reflection on the future of the cognitive style field: A proposed research agenda . Reflecting Education , 5 : 19 – 34 .
  • Cools , E. 2012 . “ Understand styles in organizational behaviors: A summary of insights and implications ” . In Handbook of intellectual styles: Preferences in cognition, learning, and thinking , Edited by: Zhang , L. F. , Sternberg , R. J. and Rayner , S. G. 329 – 351 . New York, NY : Springer .
  • Cools , E. and Rayner , S. 2011 . “ Researching style: More of the same or moving forward? In S. Rayner & E. Cools (Eds ” . In Style differences in cognition, learning, and management: Theory, research and practice , 295 – 306 . New York, NY : Routledge .
  • Cools , E. and Van den Broeck , H. 2007 . Development and validation of the Cognitive Style Indicator . Journal of Psychology , 141 : 359 – 387 .
  • Cools , E. , Van den Broeck , H. and Bouckenooghe , D. 2009 . Cognitive styles and person–environment fit: Investigating the consequences of cognitive (mis)fit . European Journal of Work and Organizational Psychology , 18 : 167 – 198 .
  • Creswell , J. W. 2003 . Research design: Qualitative, quantitative and mixed methods approaches (2nd ed , Thousand Oaks, CA : Sage .
  • Crook , T. R. , Shook , C. L. , Morris , M. L. and Madden , T. M. 2010 . Are we there yet? An assessment of research design and construct measurement practices in entrepreneurship research . Organizational Research Methods , 13 : 192 – 206 .
  • Curry , L. 1983 . “ An organization of learning style theory and constructs ” . In Learning style in continuing medical education , Edited by: Curry , L. 115 – 123 . Halifax, NS : Dalhousie University .
  • Curry , L. 1990 . A critique of the research on learning styles . Educational Leadership , 48 : 50 – 52 .
  • Dachler , H. P. 2000 . Taking qualitative methods a (radical) step forward . European Journal of Work and Organizational Psychology , 9 : 575 – 583 .
  • D'Amato , A. and Zijlstra , F. R. H. 2008 . Psychological climate and individual factors as antecedents of work outcomes . European Journal of Work and Organizational Psychology , 17 : 33 – 54 .
  • Dean , M. A. , Shook , C. L. and Payne , G. T. 2007 . The past, present, and future of entrepreneurship research: Data analytic trends and training . Entrepreneurship Theory and Practice , 31 : 601 – 618 .
  • Duriau , V. J. , Reger , R. K. and Pfaffer , M. D. 2007 . A content analysis of the content analysis literature in organization studies: Research themes, data sources, and methodological refinements . Organizational Research Methods , 10 : 5 – 34 .
  • Edmondson , A. C. and McManus , S. E. 2007 . Methodological fit in management field research . Academy of Management Review , 32 : 1155 – 1179 .
  • Edwards , J. R. 2008 . To prosper, organizational psychology should … overcome methodological barriers to progress . Journal of Organizational Behavior , 29 : 469 – 491 .
  • Entwistle , N. J. and Peterson , E. R. 2004 . Conceptions of learning and knowledge in higher education: Relationships with study behavior and influences of learning environments . International Journal of Educational Research , 41 : 407 – 428 .
  • Epstein , S. 1991 . “ Cognitive-experiential self theory: An integrative theory of personality ” . In The self with others: Convergences in psychoanalytic, social, and personality psychology , Edited by: Curtis , R. 111 – 137 . New York, NY : Guilford Press .
  • Epstein , S. 1994 . Integration of the cognitive and psychodynamic unconscious . The American Psychologist , 49 : 709 – 724 .
  • Ford , N. and Chen , S. Y. 2001 . Matching/mismatching revisited: An empirical study of learning and teaching styles . British Journal of Educational Technology , 32 : 5 – 22 .
  • Furnham , A. 1992 . Personality and learning style—A study of 3 instruments . Personality and Individual Differences , 13 : 429 – 438 .
  • George , J. M. and Jones , G. R. 2000 . The role of time in theory and theory building . Journal of Management , 26 : 657 – 684 .
  • Grégoire, D., Meyer, D. G., & De Castro, J. O. (2002). The crystallization of entrepreneurship research DVs and methods in mainstream management journals. Paper presented at the BABSON College Entrepreneurship Research conference. Retrieved from http://www.babson.edu/entrep/fer/babson2002/XXII/XXII/XXII_P1.htm (http://www.babson.edu/entrep/fer/babson2002/XXII/XXII/XXII_P1.htm)
  • Hair , J. F. , Black , B. , Babin , B. , Anderson , R. E. and Tatham , R. L. 2006 . Multivariate data analysis , 6th ed , Upper Saddle River, NJ : Prentice Hall .
  • Hartley , J. and Benington , J. 2000 . Co-research: A new methodology for new times . European Journal of Work and Organizational Psychology , 9 : 463 – 476 .
  • Hayes , J. and Allinson , C. W. 1994 . Cognitive style and its relevance for management practice . British Journal of Management , 5 : 53 – 71 .
  • Hjorth , D. and Steyaert , C. 2004 . Narrative and discursive approaches in entrepreneurship , Cheltenham : Edward Elgar .
  • Hodgkinson , G. P. 2003 . The interface of cognitive and industrial, work and organizational psychology . Journal of Occupational and Organizational Psychology , 76 : 1 – 25 .
  • Hodgkinson , G. P. , Herriot , P. and Anderson , N. 2001 . Re-aligning stakeholders in management research: Lessons from industrial, work and organizational psychology . British Journal of Management , 12 : S41 – S48 .
  • Hodgkinson , G. P. and Rousseau , D. N. 2009 . Bridging the rigour–relevance gap in management research . It's already happening! Journal of Management , 46 : 534 – 546 .
  • Hodgkinson , G. P. and Sadler-Smith , E. 2003 . Complex or unitary? A critique and empirical re-assessment of the Allinson-Hayes Cognitive Style Index . Journal of Occupational and Organizational Psychology , 76 : 243 – 268 .
  • Hughes , T. , Bence , D. , Grisoni , L. , O'Regan , N. and Wornham , D. 2011 . Scholarship that matters: Academic-practitioner engagement in business and management . Academy of Management Learning and Education , 10 : 40 – 57 .
  • Ketchen , D. J. , Boyd , B. K. and Bergh , D. D. 2008 . Research methodology in strategic management: Past accomplishments and future challenges . Organizational Research Methods , 11 : 643 – 658 .
  • Kirton , M. 1976 . Adaptors and innovators: A description and measure . Journal of Applied Psychology , 61 : 622 – 629 .
  • Kozhevnikov , M. 2007 . Cognitive styles in the context of modern psychology: Toward an integrated framework of cognitive style . Psychological Bulletin , 133 : 464 – 481 .
  • Landis , J. R. and Koch , G. 1977 . The measurement of observed agreement for categorical data . Biometrics , 33 : 159 – 174 .
  • Latham , G. and Latham , D.S. 2003 . Facilitators and inhibitors of the transfer of knowledge between scientists and practitioners in human resource management: Leveraging cultural, individual, and institutional variables . European Journal of Work and Organizational Psychology , 12 : 245 – 256 .
  • Makel , M. C. , Plucker , J. A. and Hegarty , B. 2012 . Replications in psychology research: How often do they really occur? . Perspectives on Psychological Science , 7 : 537 – 542 .
  • Messick , S. 1984 . The psychology of educational measurement . Journal of Educational Measurement , 21 : 215 – 237 .
  • Meyer , R. D. , Dalal , R. S. and Hermida , R. 2010 . A review and synthesis of situational strength in the organizational sciences . Journal of Management , 36 : 121 – 140 .
  • Mohrman , S. A. and Lawler , E. E. , eds. 2011 . Useful research: Advancing theory and practice , San Francisco, CA : Berrett-Koehler .
  • Myers , I. B. , McCaulley , M. H. , Quenk , N. L. and Hammer , A. L. 2003 . MBTI manual: A guide to the development and use of the Myers-Briggs type indicator , Palo Alto, CA : Consulting Psychologists Press .
  • Nakata , C. and Huang , Y. 2005 . Progress and promise: The last decade of international marketing research . Journal of Business Research , 58 : 611 – 618 .
  • Neuendorf , K. 2002 . The content analysis guidebook , Thousand Oaks, CA : Sage .
  • Peterson , E. R. , Rayner , S. G. and Armstrong , S. J. 2009 . Researching the psychology of cognitive style and learning style: Is there really a future? . Learning and Individual Differences , 19 : 518 – 523 .
  • Ployhart , R. E. and Vandenberg , R. J. 2010 . Longitudinal research: The theory, design, and analysis of change . Journal of Management , 36 : 94 – 120 .
  • Podsakoff , P. and Dalton , D. 1987 . Research methodology in organizational studies . Journal of Management , 13 : 419 – 441 .
  • Priola , V. , Smith , J. L. and Armstrong , S. J. 2004 . Group work and cognitive style: A discursive investigation . Small Group Research , 35 : 565 – 595 .
  • Rayner , S. 2011 . Researching style: Epistemology, paradigm shifts, and research interest groups . Learning and Individual Differences , 21 : 255 – 262 .
  • Rayner , S. June 2012 . Problematizing style: Understanding style differences and dealing with personal diversity in human performance? Keynote presentation at the 17th annual conference of the Education, Learning, Styles and Individual differences Network (ELSIN) , June , UK : Cardiff .
  • Rayner , S. J. and Cools , E. , eds. 2011 . Style differences in cognition, learning, and management: Theory, research and practice , New York, NY : Routledge .
  • Rayner , S. and Peterson , E. R. 2009 . “ Reaffirming style as an individual difference: Toward a global paradigm or knowledge diaspora? In L. F. Zhang & R. J. Sternberg (Eds ” . In Perspectives on the nature of intellectual styles , 107 – 137 . New York, NY : Springer .
  • Rickards , T. and Moger , S. T. 1994 . Felix and Oscar revisited: An exploration of the dynamics of a real-life odd couple work relationship . Journal of Applied Behavioural Science , 30 : 108 – 131 .
  • Riding , R. J. 1991 . Cognitive styles analysis , Birmingham : Learning and Training Technology .
  • Riding , R. J. 2000 . “ Cognitive style: A strategic approach for advancement ” . In International perspectives on individual differences: Vol. 1. Cognitive styles (pp. 365–377 , Edited by: Riding , R. J. and Rayner , S. G. CT: Ablex : Stamford .
  • Rousseau , D. M. 2011 . Reinforcing the micro/macro bridge: Organizational thinking and pluralistic vehicles . Journal of Management , 37 : 429 – 442 .
  • Sackett , P. R. and Larson , J. R. 1990 . “ Research strategies and tactics in industrial and organizational psychology ” . In Handbook of industrial and organizational psychology , 2nd ed , Edited by: Dunnette , M. D. and Hough , L. M. Vol. 1 , 419 – 489 . Palo Alto, CA : Consulting Psychologists Press .
  • Sadler-Smith , E. 2001 . The relationship between learning style and cognitive style . Personality and Individual Differences , 30 : 609 – 616 .
  • Sadler-Smith , E. 2008 . “ Does cognitive styles research connect with relevant psychological theory? ” . In Style and cultural differences: How can organisations, regions and countries take advantage of style differences? Proceedings of the 13th annual conference of the European Learning Styles Information Network , Edited by: Cools , E. , Van den Broeck , H. , Evans , C. and Redmond , T. 437 – 456 . Gent : Vlerick Leuven Gent Management School .
  • Sadler-Smith , E. 2009a . “ Cognitive styles and learning strategies in management education ” . In The SAGE handbook of management learning, education and development , Edited by: Armstrong , S. J. and Fukami , C. V. 301 – 324 . Thousand Oaks, CA : Sage .
  • Sadler-Smith , E. 2009b . “ A duplex model of cognitive style ” . In Perspectives on the nature of intellectual styles , Edited by: Zhang , L. F. and Sternberg , R. J. 3 – 28 . New York, NY : Springer .
  • Scandura , T. A. and Williams , E. A. 2000 . Research methodology in management: Current practices, trends and implications for future research . Academy of Management Journal , 43 : 1248 – 1264 .
  • Schnake , M. E. and Dumler , M. P. 2003 . Levels of measurement and analysis issues in organizational citizenship behavior research . Journal of Occupational and Organizational Psychology , 76 : 283 – 301 .
  • Shah , S. K. and Corley , K. G. 2006 . Building better theory by bridging the quantitative–qualitative divide . Journal of Management Studies , 43 : 1821 – 1835 .
  • Shen , W. , Kiger , T. B. , Davies , S. E. , Rasch , R. L. , Simon , K. M. and Ones , D. S. 2011 . Samples in applied psychology: Over a decade of research in review . Journal of Applied Psychology , 98 : 1055 – 1064 .
  • Starkey , K. and Madan , P. 2001 . Bridging the relevance gap: Aligning stakeholders in the future of management research . British Journal of Management , 12 : S3 – S26 .
  • Stone-Romero , E. F. , Weaver , A. E. and Glenar , J. L. 1995 . Trends in research design and data-analytic strategies in organizational research . Journal of Management , 21 : 141 – 157 .
  • Symon , G. , Cassell , C. and Dickson , R. 2010 . Expanding our research and practice through innovative research methods . European Journal of Work and Organizational Psychology , 9 : 457 – 462 .
  • Tiedemann , J. 1989 . Measures of cognitive styles—A critical review . The Educational Psychologist , 24 : 261 – 275 .
  • van Aken , J. E. 2004 . Management research based on the paradigm of the design sciences: The quest for field-tested and grounded technological rules . Journal of Management Studies , 41 : 219 – 246 .
  • Vance , C. M. , Groves , K. S. , Paik , Y. and Kindler , H. 2007 . Understanding and measuring linear-nonlinear thinking style for enhanced management education and professional practice . Academy of Management Learning and Education , 6 : 167 – 185 .
  • Van de Ven , A. H. 2007 . Engaged scholarship: A guide for organizational and social research , Oxford : Oxford University Press .
  • Van de Ven , A. H. and Johnson , P. E. 2006 . Knowledge for theory and practice . Academy of Management Review , 31 : 802 – 821 .
  • Vermeulen , F. 2007 . I shall not remain insignificant”: Adding a second loop to matter more . Academy of Management Journal , 50 : 754 – 761 .
  • von Wittich , D. and Antonakis , J. 2011 . The KAI cognitive style inventory: Was it personality all along? . Personality and Individual Differences , 50 : 1044 – 1049 .
  • Weber , R. P. 1990 . Basic content analysis (2nd ed , Newbury Park, CA : Sage .
  • Wilkerson , J. M. 1999 . On research relevance, professors’ “real world” experience and management development: Are we closing the gap? . Journal of Management Development , 18 : 598 – 613 .
  • Witkin , H. A. , Lewis , H. B. , Hertzman , M. , Machover , K. , Bretnall , P. M. and Wapner , S. 1954 . Personality through perception , New York, NY : Harper & Brothers .
  • Zhang , L. F. and Sternberg , R. J. 2009 . “ Intellectual styles: Nehru jacket or solid blue blazer ” . In Perspectives on the nature of intellectual styles , Edited by: Zhang , L. F. and Sternberg , R. J. 291 – 298 . New York, NY : Springer .
  • Zhang , L. F. , Sternberg , R. J. and Rayner , S. , eds. 2012 . Handbook of intellectual styles: Preferences in cognition, learning, and thinking , New York, NY : Springer .

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