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A Content Analysis of the Content Analysis Literature in Organization Studies: Research Themes, Data Sources, and Methodological Refinements
Abstract
We use content analysis to examine the content analysis literature in organization studies. Given the benefits of content analysis, it is no surprise that its use in organization studies has been growing in the course of the past 25 years (Erdener & Dunn, 1990; Jauch, Osborn, & Martin 1980). First, we review the principles and the advantages associated with the method. Then, we assess how the methodology has been applied in the literature in terms of research themes, data sources, and methodological refinements. Although content analysis has been applied to research topics across the subdomains of management research, research in strategy and managerial cognition have yielded particularly interesting results. We conclude with suggestions for enhancing the utility of content analytic methods in organization studies.
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Cites
Handbook of Qualitative Research
Crozier, G., Denzin, N., & Lincoln, Y. (1994) · British Journal of Educational Studies · doi:10.2307/3121684 · Cited by 26,666
Content Analysis: An Introduction to its Methodology.
Shelley, M., & Krippendorff, K. (1984) · Journal of the American Statistical Association · doi:10.2307/2288384 · Cited by 24,312
Competitive Strategy: Techniques for Analyzing Industries and Competitors
(1980) · Journal of Sustainable Competitive Intelligence · doi:10.24883/iberoamericanic.v2i2.38 · Cited by 16,592
Gioia, D. A., Mehra, A., & Weick, K. E. (1996) · The Academy of Management Review · doi:10.2307/259169 · Cited by 15,614
Content Analysis: An Introduction to Its Methodology
Krippendorff, K. (2019) · doi:10.4135/9781071878781 · Cited by 15,448
The Handbook of Social Psychology
Gravatt, A. E., Lindzey, G., & Aronson, F. (1969) · The Family Coordinator · doi:10.2307/582242 · Cited by 12,517
Handbook of Qualitative Research.
Fine, G. A., Denzin, N., & Lincoln, Y. (1995) · Contemporary Sociology · doi:10.2307/2076550 · Cited by 7,766
Weber, R. (1990) · doi:10.4135/9781412983488 · Cited by 7,750
Qualitative data analysis (2nd ed)
Morse, J. M. (1996) · Journal of Psychosomatic Research · doi:10.1016/0022-3999(96)00056-6 · Cited by 5,593
WHAT'S IN A NAME? REPUTATION BUILDING AND CORPORATE STRATEGY.
Fombrun, C., & Shanley, M. (1990) · Academy of Management Journal · doi:10.2307/256324 · Cited by 5,411
Ireland, R. D., Elfring, T., & Hmieleski, K. M. (2011) · In Search of Research Excellence · doi:10.4337/9781849807630.00017 · Cited by 4,553
Sensemaking and sensegiving in strategic change initiation
Gioia, D. A., & Chittipeddi, K. (1991) · Strategic Management Journal · doi:10.1002/smj.4250120604 · Cited by 3,872
Columbia Journal of World Business
和宏, 堀. (1968) · Institutional Repositories DataBase (IRDB) · Cited by 3,558
Qualitative research: analysis types and software tools
Tesch, R. (1990) · Medical Entomology and Zoology · Cited by 3,239
Language, Thought, and Reality: Selected Writings of Benjamin Lee Whorf
Miller, G. A., & Carroll, J. B. (1957) · The American Journal of Psychology · doi:10.2307/1419256 · Cited by 2,743
Ullmann, A. A. (1985) · The Academy of Management Review · doi:10.2307/258135 · Cited by 2,645
Content Analysis in Consumer Research
Kassarjian, H. H. (1977) · Journal of Consumer Research · doi:10.1086/208674 · Cited by 2,303
The Influence of Top Management Team Heterogeneity on Firms' Competitive Moves
Hambrick, D. C., Cho, T. S., & Chen, M.-J. (1996) · Administrative Science Quarterly · doi:10.2307/2393871 · Cited by 2,135
Qualitative research: Analysis types and software tools
Beaudry, J. S. (1991) · Evaluation Practice · doi:10.1016/0886-1633(91)90027-u · Cited by 1,931
Academy of Management Proceedings
Epitropaki, O., Kark, R., Day, D., Lord, R. G., Murphy, S. E., & Stevens, N. (2016) · The Academy of Management · Cited by 1,609
Competitor Analysis and Interfirm Rivalry: Toward a Theoretical Integration
Chen, M.-J. (1996) · The Academy of Management Review · doi:10.2307/258631 · Cited by 1,559
Cognitive change, strategic action, and organizational renewal
Barr, P. S., Stimpert, J. L., & Huff, A. S. (1992) · Strategic Management Journal · doi:10.1002/smj.4250131004 · Cited by 1,290
RESEARCH METHODOLOGY IN MANAGEMENT: CURRENT PRACTICES, TRENDS, AND IMPLICATIONS FOR FUTURE RESEARCH.
Scandura, T. A., & Williams, E. A. (2000) · Academy of Management Journal · doi:10.2307/1556348 · Cited by 1,186
An evaluation of environmental disclosures made in corporate annual reports
Wiseman, J. (1982) · Accounting, Organizations and Society · doi:10.1016/0361-3682(82)90025-3 · Cited by 1,109
Trends in organizational behavior
Rousseau, D. M., & Cooper, C. L. (2000) · Medical Entomology and Zoology · Cited by 1,011
Gioia, D. A., & Huff, A. S. (1992) · Administrative Science Quarterly · doi:10.2307/2393463 · Cited by 978
Research in Corporate Social Performance and Policy
Walters, K. D., & Preston, L. E. (1982) · The Academy of Management Review · doi:10.2307/257239 · Cited by 969
Advances in strategic management
(1995) · Long Range Planning · doi:10.1016/0024-6301(95)90585-5 · Cited by 957
Ferrier, W. J., Smith, K. G., & Grimm, C. M. (1999) · Academy of Management Journal · doi:10.2307/257009 · Cited by 773
NAVIGATING THE COMPETITIVE LANDSCAPE: THE DRIVERS AND CONSEQUENCES OF COMPETITIVE AGGRESSIVENESS.
Ferrier, W. J. (2001) · Academy of Management Journal · doi:10.2307/3069419 · Cited by 750
Sources and Consequences of Competitive Inertia: A Study of the U.S. Airline Industry
Miller, D., & Chen, M.-J. (1994) · Administrative Science Quarterly · doi:10.2307/2393492 · Cited by 746
Organizational Citizenship Behavior in the People's Republic of China
Farh, J.-L., Zhong, C.-B., & Organ, D. W. (2004) · Organization Science · doi:10.1287/orsc.1030.0051 · Cited by 684
Corporate Attributions as Strategic Illusions of Management Control
Salancik, G. R., & Meindl, J. R. (1984) · Administrative Science Quarterly · doi:10.2307/2393176 · Cited by 682
Environmental Performance and Corporate Disclosure
Ingram, R. W., & Frazier, K. B. (1980) · Journal of Accounting Research · doi:10.2307/2490597 · Cited by 675
Are more resources always better for growth? Resource stickiness in market and product expansion
Mishina, Y., Pollock, T. G., & Porac, J. F. (2004) · Strategic Management Journal · doi:10.1002/smj.424 · Cited by 674
Altmann, G. (1993) · Contributions to Quantitative Linguistics · doi:10.1007/978-94-011-1769-2_1 · Cited by 636
Attributions in the Board Room: Causal Reasoning in Corporate Annual Reports
Bettman, J. R., & Weitz, B. A. (1983) · Administrative Science Quarterly · doi:10.2307/2392616 · Cited by 611
D'Aveni, R. A., & MacMillan, I. C. (1990) · Administrative Science Quarterly · doi:10.2307/2393512 · Cited by 605
Smith, K. G., Grimm, C. M., Gannon, M. J., & Chen, M.-J. (1991) · Academy of Management Journal · doi:10.2307/256302 · Cited by 601
Coding Choices for Textual Analysis: A Comparison of Content Analysis and Map Analysis
Carley, K. (1993) · Sociological Methodology · doi:10.2307/271007 · Cited by 589
Sapir, E., & S., E. (1944) · Philosophy of Science · doi:10.1086/286828 · Cited by 572
Chen, M.-J., & MacMillan, I. C. (1992) · Academy of Management Journal · doi:10.2307/256486 · Cited by 561
THE TEXTUAL APPROACH: RISK AND BLAME IN DISASTER SENSEMAKING.
GEPHART, Jr. (1993) · Academy of Management Journal · doi:10.2307/256819 · Cited by 551
The Justification of Organizational Performance
Staw, B. M., McKechnie, P. I., & Puffer, S. M. (1983) · Administrative Science Quarterly · doi:10.2307/2393010 · Cited by 539
Corporate Mission Statements: The Bottom Line
Pearce, J. A., & David, F. (1987) · Academy of Management Perspectives · doi:10.5465/ame.1987.4275821 · Cited by 538
VICTIMS AND SHAREHOLDERS: THE DILEMMAS OF PRESENTING CORPORATE POLICY DURING A CRISIS.
Marcus, A. A., & Goodman, R. S. (1991) · Academy of Management Journal · doi:10.2307/256443 · Cited by 499
Accounting for the Explanations of CEO Compensation: Substance and Symbolism
Zajac, E. J., & Westphal, J. D. (1995) · Administrative Science Quarterly · doi:10.2307/2393639 · Cited by 489
Voicing Seduction to Silence Leadership
Calás, M. B., & Smircich, L. (1991) · Organization Studies · doi:10.1177/017084069101200406 · Cited by 477
Computer Analysis and Qualitative Research
Murphy, J. W., Fielding, N. G., & Lee, R. M. (2000) · Contemporary Sociology · doi:10.2307/2654466 · Cited by 451
Action Characteristics as Predictors of Competitive Responses
Chen, M.-J., Smith, K. G., & Grimm, C. M. (1992) · Management Science · doi:10.1287/mnsc.38.3.439 · Cited by 441
THE SIMPLICITY OF COMPETITIVE REPERTOIRES: AN EMPIRICAL ANALYSIS
MILLER, D., & CHEN, M.-J. (1996) · Strategic Management Journal · doi:10.1002/(sici)1097-0266(199606)17:6<419::aid-smj818>3.0.co;2-z · Cited by 432
Cultures of Culture: Academics, Practitioners and the Pragmatics of Normative Control
Barley, S. R., Meyer, G. W., & Gash, D. C. (1988) · Administrative Science Quarterly · doi:10.2307/2392854 · Cited by 431
Young, G., Smith, K. G., & Grimm, C. M. (1996) · Organization Science · doi:10.1287/orsc.7.3.243 · Cited by 420
Industry influences on strategy reformulation
Huff, A. S. (1982) · Strategic Management Journal · doi:10.1002/smj.4250030204 · Cited by 417
CONCEALMENT OF NEGATIVE ORGANIZATIONAL OUTCOMES: AN AGENCY THEORY PERSPECTIVE.
ABRAHAMSON, E., & PARK, C. (1994) · Academy of Management Journal · doi:10.2307/256674 · Cited by 408
Extracting team mental models through textual analysis
Carley, K. M. (1997) · Journal of Organizational Behavior · doi:10.1002/(sici)1099-1379(199711)18:1+<533::aid-job906>3.0.co;2-3 · Cited by 400
Chen, C. C., & Meindl, J. R. (1991) · Administrative Science Quarterly · doi:10.2307/2393273 · Cited by 393
Content Analysis of Annual Reports for Corporate Strategy and Risk
Bowman, E. H. (1984) · Interfaces · doi:10.1287/inte.14.1.61 · Cited by 392
MANAGING FROM THE BOUNDARY: THE EFFECTIVE LEADERSHIP OF SELF-MANAGING WORK TEAMS.
Druskat, V. U., & Wheeler, J. V. (2003) · Academy of Management Journal · doi:10.2307/30040637 · Cited by 386
A passion for service: Using content analysis to explicate service climate themes.
Schneider, B., Wheeler, J. K., & Cox, J. F. (1992) · Journal of Applied Psychology · doi:10.1037//0021-9010.77.5.705 · Cited by 367
Timing, order and durability of new product advantages with imitation
Lee, H., Smith, K. G., Grimm, C. M., & Schomburg, A. (2000) · Strategic Management Journal · doi:10.1002/(sici)1097-0266(200001)21:1<23::aid-smj64>3.0.co;2-0 · Cited by 346
Construct measurement in strategic management research: illusion or reality?
Boyd, B. K., Gove, S., & Hitt, M. A. (2005) · Strategic Management Journal · doi:10.1002/smj.444 · Cited by 343
How companies define their mission
David, F. R. (1989) · Long Range Planning · doi:10.1016/0024-6301(89)90055-1 · Cited by 340
ESPOUSED VALUES AND ORGANIZATIONAL CHANGE THEMES.
Kabanoff, B., Waldersee, R., & Cohen, M. (1995) · Academy of Management Journal · doi:10.2307/256621 · Cited by 337
Computer-Aided Qualitative Data Analysis. Theory, Methods, and Practice
Bauer, M., & Kelle, U. (1996) · The British Journal of Sociology · doi:10.2307/591094 · Cited by 336
Lloyd, B. (1991) · Long Range Planning · doi:10.1016/0024-6301(91)90132-8 · Cited by 323
Chen, M., & Hambrick, D. C. (1995) · Academy of Management Journal · doi:10.5465/256688 · Cited by 312
(2020) · Routledge eBooks · doi:10.4324/9781003064060 · Cited by 299
Socialization in Virtual Groups
Ahuja, M. (2003) · Journal of Management · doi:10.1016/s0149-2063(02)00213-1 · Cited by 299
Computer Programs for Qualitative Data Analysis
Fielding, N., Weitzman, E. A., & Miles, M. B. (1996) · The British Journal of Sociology · doi:10.2307/591109 · Cited by 289
Osborne, J. D., Stubbart, C. I., & Ramaprasad, A. (2001) · Strategic Management Journal · doi:10.1002/smj.166 · Cited by 285
Arndt, M., & Bigelow, B. (2000) · Administrative Science Quarterly · doi:10.2307/2667107 · Cited by 278
Pollution disclosures, pollution performance and economic performance
Freedman, M., & Jaggi, B. (1982) · Omega · doi:10.1016/0305-0483(82)90051-2 · Cited by 277
Computerized content analysis in management research: A demonstration of advantages & limitations
Morris, R. (1994) · Journal of Management · doi:10.1016/0149-2063(94)90035-3 · Cited by 273
Constructing an Empirically Derived Measure for Customer Contact
Kellogg, D. L., & Chase, R. B. (1995) · Management Science · doi:10.1287/mnsc.41.11.1734 · Cited by 262
Self‐serving attributions, managerial cognition, and company performance
Clapham, S. E., & Schwenk, C. R. (1991) · Strategic Management Journal · doi:10.1002/smj.4250120305 · Cited by 258
Structured Content Analysis of Cases: A Complementary Method for Organizational Research
Jauch, L. R., Osborn, R. N., & Martin, T. N. (1980) · Academy of Management Review · doi:10.5465/amr.1980.4288954 · Cited by 246
Thompson, L., Gentner, D., & Loewenstein, J. (2000) · Organizational Behavior and Human Decision Processes · doi:10.1006/obhd.2000.2887 · Cited by 243
A Semiotic Analysis of Corporate Language: Organizational Boundaries and Joint Venturing
Fiol, C. M. (1989) · Administrative Science Quarterly · doi:10.2307/2989899 · Cited by 237
Dynamics of Competitive Strategy.
Burgelman, R. A., Smith, K. G., Grimm, C. M., & Gannon, M. J. (1994) · Administrative Science Quarterly · doi:10.2307/2393305 · Cited by 232
Kara, H. (2023) · Policy Press eBooks · doi:10.56687/9781447366263-015 · Cited by 211
White, B. J., & Montgomery, B. R. (1980) · California Management Review · doi:10.2307/41164921 · Cited by 205
Worth, words, and the justification of executive pay
Wade, J. B., Porac, J. F., & Pollock, T. G. (1997) · Journal of Organizational Behavior · Cited by 194
Bligh, M. C., Kohles, J. C., & Meindl, J. R. (2004) · Journal of Applied Psychology · doi:10.1037/0021-9010.89.3.562 · Cited by 182
Making Sense of Organizationally Based Environmental Disasters
Gephart, R. P. (1984) · Journal of Management · doi:10.1177/014920638401000205 · Cited by 168
Attentional homogeneity in industries: the effect of discretion
Abrahamson, E., & Hambrick, D. C. (1997) · Journal of Organizational Behavior · doi:10.1002/(sici)1099-1379(199711)18:1+<513::aid-job905>3.3.co;2-# · Cited by 166
Research Methodology in Organizational Studies
Podsakoff, P. M., & Dalton, D. R. (1987) · Journal of Management · doi:10.1177/014920638701300213 · Cited by 161
Strategy as action : industry rivalry and coordination
Grimm, C. M., & Smith, K. G. (1997) · South-Western College Pub. eBooks · Cited by 159
Woodrum, E. (1984) · Social Science Research · doi:10.1016/0049-089x(84)90001-2 · Cited by 148
CORPORATE COMMUNICATIONS: COMPARING EXECUTIVES' PRIVATE AND PUBLIC STATEMENTS.
Fiol, C. M. (1995) · Academy of Management Journal · doi:10.2307/256691 · Cited by 148
Dewe, P. J., & Guest, D. E. (1990) · Journal of Organizational Behavior · doi:10.1002/job.4030110205 · Cited by 142
Narrative disclosures in annual reports
Ingram, R. W., & Frazier, K. B. (1983) · Journal of Business Research · doi:10.1016/0148-2963(83)90038-3 · Cited by 140
Short term financial success in large business organizations: The environment‐strategy connection
Jauch, L. R., Osborn, R. N., & Glueck, W. F. (1980) · Strategic Management Journal · doi:10.1002/smj.4250010106 · Cited by 136
Hazardous measures: an interpretive textual analysis of quantitative sensemaking during crises
Gephart, R. P. (1997) · Journal of Organizational Behavior · Cited by 133
Namenwirth, J. Z., & Weber, R. P. (2016) · Routledge eBooks · doi:10.4324/9781315512174 · Cited by 132
Differential item functioning: Implications for test translations.
Ellis, B. B. (1989) · Journal of Applied Psychology · doi:10.1037/0021-9010.74.6.912 · Cited by 131
The cognitive interview and the assessment of the credibility of adults' statements.
Köhnken, G., Schimossek, E., Aschermann, E., & Höfer, E. (1995) · Journal of Applied Psychology · doi:10.1037/0021-9010.80.6.671 · Cited by 128
Dynamics of competitive strategy
Choudhari, M. D. (1993) · Choice Reviews Online · doi:10.5860/choice.30-3908 · Cited by 125
Content Analysis: A Comparison of Manual and Computerized Systems
Rosenberg, S. D., Schnurr, P. P., & Oxman, T. E. (1990) · Journal of Personality Assessment · doi:10.1207/s15327752jpa5401&2_28 · Cited by 120
Measuring Emotion in Open-ended Survey Responses: An Application of Textual Data Analysis
Mossholder, K. W., Settoon, R. P., Harris, S. G., & Armenakis, A. A. (1995) · Journal of Management · doi:10.1016/0149-2063(95)90061-6 · Cited by 107
Measuring and testing change in strategic management research
Bergh, D. D., & Fairbank, J. F. (2002) · Strategic Management Journal · doi:10.1002/smj.232 · Cited by 107
Bergh, D. D. (1995) · Academy of Management Journal · doi:10.2307/256850 · Cited by 105
Bergh, D. D., & Holbein, G. F. (1997) · Strategic Management Journal · doi:10.1002/(sici)1097-0266(199708)18:7<557::aid-smj911>3.0.co;2-6 · Cited by 104
Other Than Counting Words: A Linguistic Approach to Content Analysis
Roberts, C. W. (1989) · Social Forces · doi:10.1093/sf/68.1.147 · Cited by 102
Organizational Trustworthiness: Findings from the Population of Organizational Ethnographies
Hodson, R. (2004) · Organization Science · doi:10.1287/orsc.1040.0077 · Cited by 95
Reeve, C. L. L., & Smith, C. S. (2001) · Organizational Research Methods · doi:10.1177/109442810142001 · Cited by 93
Computer-facilitated Qualitative Data Analysis: Potential Contributions to Management Research
Wolfe, R., Gephart, R. P., & Johnson, T. (1993) · Journal of Management · doi:10.1177/014920639301900307 · Cited by 89
Analyzing harsh words in a sensitive setting: American expatriates in communist China
Doucet, L., & Jehn, K. A. (1997) · Journal of Organizational Behavior · Cited by 78
Employee perceptions on the implementation of robotic manufacturing technology.
Chao, G. T., & Kozlowski, S. W. J. (1986) · Journal of Applied Psychology · doi:10.1037/0021-9010.71.1.70 · Cited by 78
The Evolution of Organization Analysis in ASQ, 1959-1979
Daft, R. L. (1980) · Administrative Science Quarterly · doi:10.2307/2392284 · Cited by 73
A hierarchical taxonomy of top managers' goals.
Bateman, T. S., O’Neill, H. M., & Kenworthy, A. L. (2002) · Journal of Applied Psychology · doi:10.1037/0021-9010.87.6.1134 · Cited by 71
Communication effectiveness of organizational mission statements
Cochran, D. S., & David, F. R. (1986) · Journal of Applied Communication Research · doi:10.1080/00909888609360308 · Cited by 57
Strategy, external communication and environmental context
Dirsmith, M. W., & Covaleski, M. A. (1983) · Strategic Management Journal · doi:10.1002/smj.4250040205 · Cited by 44
Work motivation in a developing country.
Machungwa, P. D., & Schmitt, N. (1983) · Journal of Applied Psychology · doi:10.1037//0021-9010.68.1.31 · Cited by 37
Tesch, R. (1991) · Qualitative Sociology · doi:10.1007/bf00989702 · Cited by 15
Concept Sampling: A New Twist for Content Analysis
Lissack, M. R. (1998) · Organizational Research Methods · doi:10.1177/109442819814005 · Cited by 13
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Theorising from case studies: Towards a pluralist future for international business research
Welch, C., Piekkari, R., Plakoyiannaki, E., & Paavilainen-Mäntymäki, E. (2011) · Journal of International Business Studies · doi:10.1057/jibs.2010.55 · Cited by 1,316
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Metadata
- Authors
- Duriau, V. J., Reger, R. K., & Pfarrer, M. D.
- Venue
- Organizational Research Methods
- Publisher
- SAGE Publications
- Published
- 2007-01
- Volume
- 10
- Issue
- 1
- Pages
- 5-34
- ISSN
- 1094-4281 (ISSN-L)
- 1552-7425
- OpenAlex
- W2144190226
- Cited by
- 1,544
- References
- 116
- FWCI
- 180.48
- Type
- journal article
- Language
- en
- Open access
- closed
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