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  • Cited by 3
  • Print publication year: 2015
  • Online publication date: October 2015

30 - Quantitative methods in strategy-as-practice research

from Part IV - Methodological Resources

Summary

Introduction

While most of the prior work in the strategy-as-practice research stream has been conceptual or qualitative in nature, there is also potential in researching strategy practices quantitatively. There are a number of different benefits that can be gained in comparison to a solely qualitative research orientation. Qualitative methods have advanced the strategic management field with groundbreaking theoretical and empirical insights. Their importance in theory-building is uncontestable, as demonstrated by some of the highly influential qualitative articles from our field (for example, Barley 1986; Brown and Eisenhardt 1997; Burgelman 1983b). Despite these advantages, however, the reliance on a single dominant research method can also be constraining. A broader range of methods may be useful in examining the macro-level patterns emerging from the micro-level data, for establishing boundary conditions or in showing that the qualitative insights also have broader generalizability (Edmondson and McManus 2007). Moreover, the innovative use of quantitative methods could also lead to the emergence of novel insights that might not be achievable with purely qualitative research designs.

Strategy-as-practice research has historically had a strong reliance on qualitative data and related research designs in order to go deeper in understanding the micro-level strategy practices that the dominating quantitative research methods could not capture. Bacause of this important mission, an epistemic culture has emerged around the study of strategy practices over time. The term ‘epistemic culture’ refers to how a research community generates knowledge. It is an implicit property, and can be inferred from the dominant research practices at work in a research stream (Knorr Cetina 1999). The epistemic culture of strategy-as-practice research has been strongly influenced by sociological practice theory, in which the use of qualitative research methods has been particularly prominent.

While the epistemic culture of a research stream plays a strong role in the choice of a research method, we argue that the maturity of the research focus should also drive decisions on the choice of appropriate research methods. For example, the life cycle perspective distinguishes early, intermediate and mature stages in a research field's life cycle (Edmondson and McManus 2007): At the early stage of a new research field, theory and paradigm development tend to favour inductive theory-building. This stage is typically associated with qualitative methods to develop the foundational concepts and relationships.

Abbott, A., and Forrest, J. (1986), ‘Optimal matching methods for historical sequences’, Journal of Interdisciplinary History, 16/3: 471–94.
Abbott, A., and Hrycak, A. (1990), ‘Measuring resemblance in sequence data: an optimal matching analysis of musicians’ careers’, American Journal of Sociology, 96/1: 144–85.
Atuahene-Gima, K., and Li, H. Y. (2004), ‘Strategic decision comprehensiveness and new product development outcomes in new technology ventures’, Academy of Management Journal, 47/4: 583–97.
Barley, S. R. (1986), ‘Technology as an occasion for structuring: evidence from observations of CT scanners and the social order of radiology departments’, Administrative Science Quarterly, 31/1: 78–108.
Barrick, M. R., Bradley, B. H., Kristof-Brown, A. L., and Colbert, A. E. (2007), ‘The moderating role of top management team interdependence: implications for real teams and working groups’, Academy of Management Journal, 50/3: 544–57.
Battilana, J., and Casciaro, T. (2012), ‘Change agents, networks, and institutions: a contingency theory of organizational change’, Academy of Management Journal, 55/2: 381–98.
Baum, J. R., and Wally, S. (2003), ‘Strategic decision speed and firm performance’, Strategic Management Journal, 24/11: 1107–29.
Biemann, T., and Datta, D. K. (2014), ‘Analyzing sequence data: optimal matching in management research’, Organizational Research Methods, 17/1: 54–76.
Blair-Loy, M. (1999), ‘Career patterns of executive women in finance: an optimal matching analysis’, American Journal of Sociology, 104/5: 1346–97.
Blaschke, S., Schoeneborn, D., and Seidl, D. (2012), ‘Organizations as networks of communication episodes: turning the network perspective inside out’, Organization Studies, 33/7: 879–906.
Bligh, M. C., Kohles, J. C., and Meindl, J. R. (2004), ‘Charisma under crisis: presidential leadership, rhetoric, and media responses before and after the September 11th terrorist attacks’, Leadership Quarterly, 15/2: 211–39.
Borgatti, S. P., Everett, M. G., and Johnson, J. C. (2013), Analyzing Social Networks. London: Sage.
Bourgeois, L. J. (1980), ‘Performance and consensus’, Strategic Management Journal, 1/3: 227–48.
Brass, D. J., Galaskiewicz, J., Greve, H. R., and Tsai, W. (2004), ‘Taking stock of networks and organizations: a multilevel perspective’, Academy of Management Journal, 47/6: 795–817.
Bresser, R. (2008), ‘Performance implications of delayed competitive responses: evidence from the US retail industry’, Strategic Management Journal, 29/10: 1077–96.
Brown, S. L., and Eisenhardt, K. M. (1997), ‘The art of continuous change: linking complexity theory and time-paced evolution in relentlessly shifting organizations’, Administrative Science Quarterly, 42/1: 1–34.
Burgelman, R. A. (1983), ‘A process model of internal corporate venturing in the diversified major firm’, Administrative Science Quarterly, 28/2: 223–44.
Burt, R. S. (2004), ‘Structural holes and good ideas’, American Journal of Sociology, 110/2: 349–99.
Carpenter, M. A., and Golden, B. R. (1997), ‘Perceived managerial discretion: a study of cause and effect’, Strategic Management Journal, 18/3: 187–206.
Chatterjee, A., and Hambrick, D. C. (2007), ‘It's all about me: narcissistic chief executive officers and their effects on company strategy and performance’, Administrative Science Quarterly, 52/3: 351–86.
Chatterjee, A., and Hambrick, D. C. (2011), ‘Executive personality, capability cues, and risk taking: how narcissistic CEOs react to their successes and stumbles’, Administrative Science Quarterly, 56/2: 202–37.
Chattopadhyay, P., Glick, W. H., and Huber, G. P. (2001), ‘Organizational actions in response to threats and opportunities’, Academy of Management Journal, 44/5: 937–55.
Collier, N., Fishwick, F., and Floyd, S. W. (2004), ‘Managerial involvement and perceptions of strategy process’, Long Range Planning, 37/1: 67–83.
Creswell, J. W. (2008), Research Design: Qualitative, Quantitative, and Mixed Methods Approaches. Thousand Oaks, CA: Sage.
Crossland, C., and Hambrick, D. C. (2011), ‘Differences in managerial discretion across countries: how nation-level institutions affect the degree to which CEOs matter’, Strategic Management Journal, 32/8: 797–819.
Currie, G., and Procter, S. J. (2005), ‘The antecedents of middle managers’ strategic contribution: the case of a professional bureaucracy’, Journal of Management Studies, 42/7: 1325–56.
Dess, G. G. (1987), ‘Consensus on strategy formulation and organizational performance: competitors in a fragmented industry’, Strategic Management Journal, 8/3: 259–77.
Duriau, V. J., Reger, R. K., and Ndofor, H. (2000), ‘Content analysis of firms’ web sites: methodological foundations, software solutions, and implementation issues’, paper presented at Academy of Management annual meeting, Toronto, 8 August.
Duriau, V. J., Reger, R. K., and Pfarrer, M. D. (2007), ‘A content analysis of the content analysis literature in organization studies: research themes, data sources, and methodological refinements’, Organizational Research Methods, 10/1: 5–34.
Dutton, J. E., and Ashford, S. J. (1993), ‘Selling issues to top management’, Academy of Management Review, 18/3: 397–428.
Dutton, J. E., Ashford, S. J., Wierba, E. E., Oneill, R. M., and Hayes, E. (1997), ‘Reading the wind: how middle managers assess the context for selling issues to top managers’, Strategic Management Journal, 18/5: 407–23.
Edmondson, A. C., and McManus, S. E. (2007), ‘Methodological fit in management field research’, Academy of Management Review, 32/4: 1155–79.
Eggers, J., and Kaplan, S. (2009), ‘Cognition and renewal: comparing CEO and organizational effects on incumbent adaptation to technical change’, Organization Science, 20/2: 461–77.
Eisenhardt, K. M. (1990), ‘Speed and strategic choice: how managers accelerate decision-making’, California Management Review, 32/3: 39–54.
Eisenhardt, K. M., Furr, N. R., and Bingham, C. B. (2010), ‘Microfoundations of performance: balancing efficiency and flexibility in dynamic environments’, Organization Science, 21/6: 1263–73.
Emrich, C. G., Brower, H. H., Feldman, J. M., and Garland, H. (2001), ‘Images in words: presidential rhetoric, charisma, and greatness’, Administrative Science Quarterly, 46/3: 527–57.
Felin, T., and Foss, N. J. (2009), ‘Organizational routines and capabilities: historical drift and a course-correction toward microfoundations’, Scandinavian Journal of Management, 25/2: 157–67.
Felin, T., Foss, N. J., Heimeriks, K. H., and Madsen, T. L. (2012), ‘Microfoundations of routines and capabilities: individuals, processes, and structure’, Journal of Management Studies, 49/8: 1351–74.
Finkelstein, S., and Hambrick, D. C. (1990), ‘Top-management-team tenure and organizational outcomes: the moderating role of managerial discretion’, Administrative Science Quarterly, 35/3: 484–503.
Fiss, P. C. (2007), ‘A set-theoretic approach to organizational configurations’, Academy of Management Review, 32/4: 1180–98.
Fiss, P. C., and Hirsch, P. M. (2005), ‘The discourse of globalization: framing and sensemaking of an emerging concept’, American Sociological Review, 70/1: 29–52.
Floyd, S. W., and Wooldridge, B. (1992), ‘Middle management involvement in strategy and its association with strategic type: a research note’, Strategic Management Journal, 13/S1: 153–67.
Foss, N. J., and Lindenberg, S. (2013), ‘Microfoundations for strategy: a goal-framing perspective on the drivers of value creation’, Academy of Management Perspectives, 27/2: 85–102.
Franzosi, R. (2010), Quantitative Narrative Analysis. Thousand Oaks, CA: Sage.
Fredrickson, J. (1984), ‘The comprehensiveness of strategic decision processes: extension, observation, future directions’, Academy of Management Journal, 27/3: 445–66.
Fredrickson, J., and Mitchell, T. R. (1984), ‘Strategic decision processes: comprehensiveness and performance in an industry with an unstable environment’, Academy of Management Journal, 27/2: 399–423.
Friedl, J. (2006), Mastering Regular Expressions. Cambridge, MA: O'Reilly.
Gavetti, G. (2012), ‘Toward a behavioral theory of strategy’, Organization Science, 23/1: 267–85.
Gibson, D. R. (2005), ‘Taking turns and talking ties: networks and conversational interaction’, American Journal of Sociology, 110/6: 1561–97.
Granovetter, M. (1985), ‘Economic action and social structure: the problem of embeddedness’, American Journal of Sociology, 91/3: 481–510.
Greve, H. R. (1996), ‘Patterns of competition: the diffusion of a market position in radio broadcasting’, Administrative Science Quarterly, 41/1: 29–60.
Greve, H. R. (1998), ‘Managerial cognition and the mimetic adoption of market positions: what you see is what you do’, Strategic Management Journal, 19/10: 967–88.
Greve, H. R. (2013), ‘Microfoundations of management: behavioral strategies and levels of rationality in organizational action’, Academy of Management Perspectives, 27/2: 103–19.
Guth, W. D., and Macmillan, I. C. (1986), ‘Strategy implementation versus middle management self-interest’, Strategic Management Journal, 7/4: 313–27.
Hambrick, D. C., and Mason, P. A. (1984), ‘Upper echelons: the organization as a reflection of its top managers’, Academy of Management Review, 9/2: 193–206.
Hayward, M. L. A., and Hambrick, D. C. (1997), ‘Explaining the premiums paid for large acquisitions: evidence of CEO hubris’, Administrative Science Quarterly, 42/1: 103–27.
Henderson, R., and Mitchell, W. (1997), ‘The interactions of organizational and competitive influences on strategy and performance’, Strategic Management Journal, 18/1: 5–14.
Hilliard, D., Purpura, S., and Wilkerson, S. (2008), ‘Computer assisted topic classification for mixed methods social science research’, Journal of Information Technology and Politics, 4/4: 31–46.
Homburg, C., Krohmer, H., and Workman, J. P. (1999), ‘Strategic consensus and performance: the role of strategy type and market-related dynamism’, Strategic Management Journal, 20/4: 339–57.
Hough, J. R., and White, M. A. (2003), ‘Environmental dynamism and strategic decision-making rationality: an examination at the decision-level’, Strategic Management Journal, 24/5: 481–9.
Hsieh, K.-Y., and Chen, M.-J. (2010), ‘Responding to rivals’ actions: beyond dyadic conceptualization of interfirm rivalry’, paper presented at Academy of Management annual meeting, Montreal, 10 August.
Huff, A. S. (1990), Mapping Strategic Thought. Chichester, UK: John Wiley.
Huff, A. S., Neyer, A.-K., and Möslein, K. (2010), ‘Broader methods to support new insights into strategizing’, in Golsorkhi, D., Rouleau, L., Seidl, D., and Vaara, E. (eds.), Cambridge Handbook of Strategy as Practice: 201–16. Cambridge University Press.
Huy, Q. N., and Shipilov, A. (2012), ‘The key to social media success within organizations’, MIT Sloan Management Review, 54/1: 73–81.
Iaquinto, A. L., and Fredrickson, J. W. (1997), ‘Top management team agreement about the strategic decision process: a test of some of its determinants and consequences’, Strategic Management Journal, 18/1: 63–75.
Jackson, S. E., and Dutton, J. E. (1988), ‘Discerning threats and opportunities’, Administrative Science Quarterly, 33/3: 370–87.
Jarzabkowski, P., Balogun, J., and Seidl, D. (2007), ‘Strategizing: the challenges of a practice perspective’, Human Relations, 60/1: 5–27.
Jick, T. D. (1979), ‘Mixing qualitative and quantitative methods: triangulation in action’, Administrative Science Quarterly, 24/4: 602–11.
Johnson, G., Langley, A., Melin, L., and Whittington, R. (2007), Strategy as Practice: Research Directions and Resources. Cambridge University Press.
Johnson, G., Prashantham, S., Floyd, S. W., and Bourque, N. (2010), ‘The ritualization of strategy workshops’, Organization Studies, 31/12: 1–30.
Julian, S. D., and Ofori-Dankwa, J. C. (2008), ‘Toward an integrative cartography of two strategic issue diagnosis frameworks’, Strategic Management Journal, 29/1: 93–114.
Kabanoff, B., and Brown, S. (2008), ‘Knowledge structures of prospectors, analyzers, and defenders: content, structure, stability, and performance’, Strategic Management Journal, 29/2: 149–71.
Kaplan, S. (2007), ‘Review of Strategy as Practice: An Activity-Based Approach, by Paula Jarzabkowski’, Academy of Management Review, 32/3: 986–90.
Kellermanns, F. W., Walter, J., Lechner, C., and Floyd, S. W. (2005), ‘The lack of consensus about strategic consensus: advancing theory and research’, Journal of Management, 31/5: 719–37.
Kleinbaum, A. M., and Stuart, T. E. (2014), ‘Inside the black box of the corporate staff: social networks and the implementation of corporate strategy’, Strategic Management Journal, 35/1: 24–47.
Knorr Cetina, K. (1999), Epistemic Cultures. Cambridge. MA: Harvard University Press.
Krackhardt, D. (1990), ‘Assessing the political landscape: structure, cognition, and power in organizations’, Administrative Science Quarterly, 35/4: 342–69.
Langley, A., Smallman, C., Tsoukas, H., and Van de Ven, A. H. (2013), ‘Process studies of change in organization and management: unveiling temporality, activity and flow’, Academy of Management Journal, 56/1: 1–13.
Lechner, C., and Floyd, S. W. (2007), ‘Searching, processing, codifying and practicing: key learning activities in exploratory initiatives’, Long Range Planning, 40/1: 9–29.
Lechner, C., and Floyd, S. W. (2012), ‘Group influence activities and the performance of strategic initiatives’, Strategic Management Journal, 33/5: 478–95.
Lechner, C., Frankenberger, C., and Floyd, S. W. (2010), ‘Task contingencies in the curvilinear relationships between inter-group networks and performance’, Academy of Management Journal, 53/4: 865–89.
Lechner, C., and Kreutzer, M. (2010), ‘Coordinating growth initiatives in multi-unit firms’, Long Range Planning, 43/1: 6–32.
Leung, M. D. (2014), ‘Dilettante or Renaissance person? How the order of job experiences affects hiring in an external labor market’, American Sociological Review, 79/1: 136–58.
Liu, L. A., Friedman, R., Barry, B., Gelfand, M. J., and Zhang, Z.-X. (2012), ‘The dynamics of consensus building in intracultural and intercultural negotiation’, Administrative Science Quarterly, 57/2: 269–304.
MacKinlay, A. C. (1997), ‘Event studies in economics and finance’, Journal of Economic Literature, 35/3: 13–39.
Macquarie, ‘Quantamentals: Macquarie events compendium’, Macquarie Equity Research, www.ravenpack.com/research/white-papers/document_Fdetail/macquarie-quantamentals-macquarie-events-compendium.
Mantere, S. (2008), ‘Role expectations and middle manager strategic agency’, Journal of Management Studies, 45/2: 294–316.
Mantere, S., and Vaara, E. (2008), ‘On the problem of participation in strategy: a critical discursive perspective’, Organization Science, 19/2: 341–58.
Martens, M. L., Jennings, J. E., and Jennings, P. D. (2007), ‘Do the stories they tell get them the money they need? The role of entrepreneurial narratives in resource acquisition’, Academy of Management Journal, 50/5: 1107–32.
Maula, M. V. J., Keil, T., and Zahra, S. A. (2013), ‘Top management's attention to discontinuous technological change: corporate venture capital as an alert mechanism’, Organization Science, 24/3: 926–47.
McDonald, M. L., and Westphal, J. D. (2003), ‘Getting by with the advice of their friends: CEOs’ advice networks and firms’ strategic responses to poor performance’, Administrative Science Quarterly, 48/1: 1–32.
McVicar, D., and Anyadike-Danes, M. (2002), ‘Predicting successful and unsuccessful transitions from school to work by using sequence methods’, Journal of the Royal Statistical Society, Series A, Statistics in Society, 165/2: 317–34.
Menz, M., and Scheef, C. (2014), ‘Chief strategy officers: contingency analysis of their presence in top management teams’, Strategic Management Journal, 35/3: 461–71.
Nadkarni, S., and Barr, P. S. (2008), ‘Environmental context, managerial cognition, and strategic action: an integrated view’, Strategic Management Journal, 29/13: 1395–427.
Neuendorf, K. (2002), The Content Analysis Guidebook. Thousand Oaks, CA: Sage.
Pachucki, M. A., and Breiger, R. L. (2010), ‘Cultural holes: beyond relationality in social networks and culture’, Annual Review of Sociology, 36: 205–24.
Papadakis, V. M., Lioukas, S., and Chambers, D. (1998), ‘Strategic decision-making processes: the role of management and context’, Strategic Management Journal, 19/2: 115–47.
Pentland, B. T., and Feldman, M. S. (2007), ‘Narrative networks: patterns of technology and organization’, Organization Science, 18/5: 781–95.
Pfarrer, M. D., Pollock, T., and Rindova, V. P. (2010), ‘A tale of two assets: the effects of firm reputation and celebrity on earnings surprises and investors’ reactions’, Academy of Management Journal, 53/5: 1131–52.
Pollock, G. (2007), ‘Holistic trajectories: a study of combined employment, housing and family careers by using multiple-sequence analysis’, Journal of the Royal Statistical Society, Series A, Statistics in Society, 170/1: 167–83.
Powell, T. C., Lovallo, D., and Fox, C. (2011), ‘Behavioral strategy’, Strategic Management Journal, 32/13: 1369–86.
Prast, H. M., and de Vor, M. P. H. (2005), ‘Investor reactions to news: a cognitive dissonance analysis of the euro–dollar exchange rate’, European Journal of Political Economy, 21/1: 115–41.
Ragin, C. C. (2014), The Comparative Method: Moving beyond Qualitative and Quantitative Strategies, rev. edn. University of California Press.
RavenPack, ‘RavenPack news analytics’, RavenPack, www.ravenpack.com/products/ravenpack-news-analytics.
Ren, C. R., and Guo, C. (2011), ‘Middle managers’ strategic role in the corporate entrepreneurial process: attention-based effects’, Journal of Management, 37/6: 1586–610.
Scherer, S. (2001), ‘Early career patterns: a comparison of Great Britain and West Germany’, European Sociological Review, 17/2: 119–44.
Schimmer, M. (2012), ‘From crisis to opportunity: how market shocks impact interfirm rivalry’, paper presented at Academy of Management annual meeting, Boston, 7 August.
Seyranian, V., and Bligh, M. (2008), ‘Presidential charismatic leadership: exploring the rhetoric of social change’, Leadership Quarterly, 19/1: 54–76.
Shi, W., Markoczy, L., and Dess, G. G. (2009), ‘The role of middle management in the strategy process: group affiliation, structural holes, and tertius iungens’, Journal of Management, 35/6: 1453–80.
Shi, W., and Prescott, J. E. (2011), ‘Sequence patterns of firms’ acquisition and alliance behaviour and their performance implications’, Journal of Management Studies, 48/5: 1044–70.
Short, J. C., Broberg, J. C., Cogliser, C. C., and Brigham, K. H. (2010), ‘Construct validation using computer-aided text analysis (CATA): an illustration using entrepreneurial orientation’, Organizational Research Methods, 13/2: 320–47.
Stark, D., and Vedres, B. (2006), ‘Social times of network spaces: network sequences and foreign investment in Hungary’, American Journal of Sociology, 111/5: 1367–411.
Stovel, K. (2001), ‘Local sequential patterns: the structure of lynching in the Deep South, 1882–1930’, Social Forces, 79/3: 843–80.
Tarakci, M., Ates, N. Y., Porck, J. P., van Knippenberg, D., Groenen, P. J. F., and de Haas, M. (2014), ‘Strategic consensus mapping: a new method for testing and visualizing strategic consensus within and between teams’, Strategic Management Journal, 35/7: 1053–69.
Tetlock, P. C. (2007), ‘Giving content to investor sentiment: the role of media in the stock market’, Journal of Finance, 62/3: 1139–68.
Tetlock, P. C. (2010), ‘Does public financial news resolve asymmetric information?’, Review of Financial Studies, 23/9: 3520–57.
Tetlock, P. C. (2011), ‘All the news that's fit to reprint: do investors react to stale information?’, Review of Financial Studies, 24/5: 1481–512.
Thomas, J. B., and McDaniel, R. R. (1990), ‘Interpreting strategic issues: effects of strategy and the information-processing structure of top management teams’, Academy of Management Journal, 33/2: 286–306.
Tuma, N. B., and Hannan, M. T. (1984), Social Dynamics: Models and Methods. Orlando: Academic Press.
Wang, W. N., and Zaïane, O. R. (2002), ‘Clustering web sessions by sequence alignment’, in Proceedings of the 13th International Workshop on Database and Expert Systems Applications: 394–8. Washington, DC: IEEE Computer Society.
Wasserman, S., and Faust, K. (1994), Social Network Analysis: Methods and Applications. Cambridge University Press.
Weber, K. (2005), ‘A toolkit for analyzing corporate cultural toolkits’, Poetics, 33/3: 227–52.
Whittington, R. (2006), ‘Completing the practice turn in strategy research’, Organization Studies, 27/5: 613–34.
Whittington, R. (2007), ‘Strategy practice and strategy process: family differences and the sociological eye’, Organization Studies, 28/10: 1575–86.
Whittington, R., and Yakis-Douglas, B. (2012), ‘Strategic disclosure: strategy as a form of reputation’, in Barnett, M., and Pollock, T. (eds.), The Oxford Handbook of Corporate Reputation: 402–19: Oxford University Press.
Wilson, C. (2006), ‘Reliability of sequence-alignment analysis of social processes: Monte Carlo tests of ClustalG software’, Environment and Planning A, 38/1: 187–204.
Wooldridge, B., and Floyd, S. W. (1990), ‘The strategy process, middle management involvement, and organizational performance’, Strategic Management Journal, 11/3: 231–41.
Wooldridge, B., Schmid, T., and Floyd, S. W. (2008), ‘The middle management perspective on strategy process: contributions, synthesis, and future research’, Journal of Management, 34/6: 1190–221.
Yu, T. (2003), ‘Dynamics of multinational rivalry’, doctoral dissertation. College Station: Texas A&M University.