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Qualitative/quantitative integration in the inductive observational study of interactive behaviour: impact of recording and coding among predominating perspectives

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Abstract

A strong dichotomy has traditionally been established between qualitative and quantitative approaches. This question has been the subject of intense debate from a methodological point of view, and in recent years there are clear signs that the conflict is being overcome; nevertheless, we are still some way from a genuine position of complementarity and integration, and the issue remains to be considered in the process of theorization along the tortuous path that leads from the particular to the general. The proposal in this article takes a further step forward as regards this question, this time with respect to the study of interactive behaviour. The key is once again the consideration of a “complete unit” of analysis, but the logic of the observational methodology process enables the perspectives to be sequenced: the study begins with a predominantly qualitative approach before subjecting the data to a given type of recording (through the important support of field formats) and coding (preferably computerized), thus producing a matrix of formally interchangeable data; finally, the criterion is reversed and the study continues under a predominantly quantitative perspective.

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References

  • Anguera M.T.: Observational typology. Qual. Quant. 13(6), 449–484 (1979)

    Google Scholar 

  • Anguera M.T.: La investigación cualitativa. Educar 10, 23–50 (1986)

    Google Scholar 

  • Anguera, M.T.: Hacia una representación conceptual: Teorías y modelos. In: Arnau, J., Carpintero, H. (eds.) Tratado de Psicología General: Historia, teoría y método, vol. 1, pp. 543–580. Madrid, Alhambra (1989)

  • Anguera M.T.: Metodología cualitativa. In: Anguera, M.T., Arnau, J., Ato, M., Martínez, M.R., Pascual, J., Vallejo, G. (eds.) Métodos de investigación en Psicología., pp. 513–522. Síntesis, Madrid (1995)

    Google Scholar 

  • Anguera, M.T.: Hacia una evaluación de la actividad cotidiana y su contexto: ?‘Presente o futuro para la metodología? Lecture of admission to the Reial Acadèmia de Doctors, Barcelona (1999). [Reprinted in A. Bazán Ramírez, A. Arce Ferrer (eds.) Métodos de evaluación y medición del comportamiento en Psicología, pp. 11–86. Instituto Tecnológico de Sonora y Universidad Autónoma de Yucatán, México (2001)]

  • Anguera M.T.: Observational methods (General). In: Fernández-Ballesteros, R. (eds.) Encyclopedia of psychological assessment, vol. 2, pp. 632–637. Sage, London (2003)

    Google Scholar 

  • Anguera M.T.: Posición de la metodología observacional en el debate entre las opciones metodológicas cualitativa y cuantitativa. ?‘Enfrentamiento, complementariedad, integración? Psicol. Rev. 10(15), 13–27 (2004)

    Google Scholar 

  • Anguera M.T.: Microanalysis of T-patterns. Analysis of symmetry/asymmetry in social interaction. In: Anolli, L., Duncan, S., Magnusson, M., Riva, G. (eds.) The hidden structure of social interaction. From genomics to culture patterns, pp. 51–70. IOS Press, Amsterdam (2005)

    Google Scholar 

  • Anguera M.T., Blanco A., Losada J.L.: Diseños observacionales, cuestión clave en el proceso de la metodología observacional. Metodología de las Ciencias del Comportamiento 3(2), 135–160 (2001)

    Google Scholar 

  • Anguera M.T., Izquierdo C.: Methodological approaches in human communication. From complexity of situation to data analysis. In: Riva, G., Anguera, M.T., Mantovani, F., Wiederhold, H. (eds.) From communication to presence. Emotions and culture towards the ultimate communicative experience, pp. 203–222. IOS Press, Cognition (2006)

    Google Scholar 

  • Bakeman R., Gottman J.M.: Observing interaction. Introduction to sequential analysis. Cambridge University Press, Cambridge (1986)

    Google Scholar 

  • Bakeman R., Gottman J.M.: Applying observational methods: a systematic view. In: Osofsky, J.D. (eds.) Handbook of infant development, pp. 818–853. Wiley, New York (1987)

    Google Scholar 

  • Bakeman R., Quera V.: Analyzing interaction: sequential analysis with SDIS and GSEQ. Cambridge University Press, New York (1995)

    Google Scholar 

  • Becker H.S., Geer B.: Participant observation: analysis of qualitative data. In: Adams, R.N., Preiss, J.J. (eds.) Human organization research, pp. 267–289. Dorsey, Homewood (1970)

    Google Scholar 

  • Benoliel J.Q.: Advancing nursing science: qualitative approaches. West. J. Nurs. Res. 6, 1–8 (1984)

    Article  Google Scholar 

  • Blaikie N.W.H.: A critique of the use of triangulation in social research. Qual. Quant. 25, 115–136 (1991)

    Article  Google Scholar 

  • Blanco A., Losada J.L., Anguera M.T.: Analytic techniques in observational designs in environment-behavior relation. Medio Ambiente y Comportamiento Humano 4(2), 111–126 (2003)

    Google Scholar 

  • Blaxter M.: Symposium on the handling on qualitative data. Introduction. Sociol. Rev. 27(4), 649–650 (1979)

    Article  Google Scholar 

  • Bogdan R., Taylor S.J.: Introduction to qualitative research methods. Wiley, New York (1975)

    Google Scholar 

  • Bulmer M.: Concepts in the analysis of qualitative data. Sociol. Rev. 27(4), 651–677 (1979)

    Article  Google Scholar 

  • Camerino, O., Castañer, M., Anguera, M.T.: Mixed methods research in the movement sciences: case studies in sport, physical education and dance. Routledge, Abingdon, UK (2012)

  • Caracelli V.J., Greene J.C.: Data analysis strategies for mixed-method evaluation designs. Educ. Eval. Policy Anal. 15, 195–207 (1993)

    Google Scholar 

  • Castellano J., Hernández-Mendo A., Morales V., Anguera M.T.: Optimizing a probabilistic model of the development of play in soccer. Qual. Quant. 41(1), 93–104 (2007)

    Article  Google Scholar 

  • Cohen J.: Statistical power analysis for the behavioral sciences. Lawrence Erlbaum Associates, Hillsdale (1988)

    Google Scholar 

  • Cook, T.D., Reichardt, (eds.): Qualitative and quantitative methods in evaluation research. Sage, Newbury Park (1982)

    Google Scholar 

  • Cronbach L.J.: The two disciplines of scientific psychology. Am. Psychol. 12, 671–684 (1957)

    Article  Google Scholar 

  • Cronbach L.J.: Beyond the two disciplines of scientific psychology. Am. Psychol. 30, 116–127 (1975)

    Article  Google Scholar 

  • Denzin N.K.: The research act. McGraw-Hill, New York (1978)

    Google Scholar 

  • Duncan, S.: Using Theme to analyze interaction structure and strategy. In: Paper presented at Measuring Behavior 2002, 4th International Conference on Methods and Techniques in Behavioral Research, Amsterdam, The Netherlands, 24–26 August 2002

  • Erickson F.: Some approaches to injury in school-community ethnography. Anthropol. Educ. Q. 8, 58–69 (1977)

    Article  Google Scholar 

  • Erzberger C., Prein G.: Triangulation: validity and empirically-based hypothesis construction. Qual. Quant. 31, 141–154 (1997)

    Article  Google Scholar 

  • Fredericks M., Miller S.I.: Some brief notes on the “unfinished business” of qualitative inquiry. Qual. Quant. 31, 1–13 (1977)

    Article  Google Scholar 

  • Greene, J.C., Caracelli, V.J. (eds.): Advances in mixed-method evaluation: the challenges and benefits of integrating diverse paradigms. Jossey-Bass, San Francisco (1997)

    Google Scholar 

  • Greene J.C., Caracelli V.J., Graham W.F.: Toward a conceptual framework for mixed-method evaluation designs. Educ. Eval. Policy Anal. 11, 255–274 (1989)

    Google Scholar 

  • Hempel C.G.: Aspects of scientific explanation and other essays in the philosophy of science. The Free Press, New York (1965)

    Google Scholar 

  • Hernández-Mendo A., Anguera M.T.: Behavioral structure in sociomotor sports: Roller-Hockey. Qual. Quant. 36, 347–378 (2002)

    Article  Google Scholar 

  • Hogenraad R., McKenzie D.P.: Replicating text: the cumulation of knowledge in social science. Qual. Quant. 33, 97–116 (1999)

    Article  Google Scholar 

  • Hogenraad R., McKenzie D.P., Péladeau N.: Force and influence in content analysis: the production of new social knowledge. Qual. Quant. 37, 221–238 (2003)

    Article  Google Scholar 

  • House E.R.: Integrating the quantitative and qualitative. In: Reichardt, C.S., Rallis, S.F. (eds.) The qualitative–quantitative debate: new perspectives, pp. 13–22. Jossey-Bass, San Francisco (1994)

    Google Scholar 

  • Izquierdo C., Anguera M.T.: The role of the morphokinetic notational system in the observation of movement. In: Cavé, Ch., Guaïtella, I., Santi, S. (eds.) Oralité et Gestualité. Interactions et comportements multimodaux dans la communication., pp. 385–389. L’Harmattan, Paris (2001)

    Google Scholar 

  • Jonsson G.K., Anguera M.T., Blanco-Villaseñor A., Losada J.L., Hernández-Mendo A., Ardá T., Camerino O., Castellano J.: Hidden patterns of play interaction in soccer using SOF-CODER. Behav. Res. Methods Instrum. Comput. 38(3), 372–381 (2006)

    Article  Google Scholar 

  • Kopinak J.K.: The use of triangulation in a study of refugee well-being. Qual. Quant. 33, 169–183 (1999)

    Article  Google Scholar 

  • Krippendorf K.: Content analysis: an introduction to its methodology. Sage, Bevery Hills (1980)

    Google Scholar 

  • Kuhn T.S.: The structure of scientific revolutions. University of Chicago Press, Chicago (1962)

    Google Scholar 

  • Magnusson, M.S.: Le Temps et les patterns syntaxiques du comportement humain: Modèle, méthode et programme THÈME. Revue des Conditions de Travail, hors série 284–314 (1988)

  • Magnusson M.S.: Structure syntaxique et ryhmes comportamentaux: Sur la détection de rythmes cachés. Sci. Tech. Anim. Lab. 14(2), 143–147 (1989)

    Google Scholar 

  • Magnusson M.S.: THÈME user’s manual: with notes on theory, model and pattern detection method. University of Iceland, Reykjavik (1993)

    Google Scholar 

  • Magnusson M.S.: Hidden real-time patterns in intra- and inter-individual behavior. Eur. J. Psychol. Assess. 12(2), 112–123 (1996)

    Article  Google Scholar 

  • Magnusson M.S.: Discovering hidden time patterns in behavior: T-patterns and their detection. Behav. Res. Methods Instrum. Comput. 32(1), 93–110 (2000)

    Article  Google Scholar 

  • Mayo D.G.: Duhem’s problem, the Bayesian way, and error statistics, or “what’s belief got to do with it?”. Philos. Sci. 64(2), 222–244 (1997)

    Article  Google Scholar 

  • Meijer P.C., Verloop N., Beijaard D.: Multi-method triangulation in a qualitative study on teachers’ practical knowledge: an attempt to increase internal validity. Qual. Quant. 36, 145–167 (2002)

    Article  Google Scholar 

  • Miles M.B., Huberman A.M.: Qualitative date analysis: a source book of new methods. Sage, Newbury Park (1994)

    Google Scholar 

  • Miller S.I., Gatta J.L.: The use of mixed methods models and designs in the human sciences: problems and prospects. Qual. Quant. 40, 595–610 (2006)

    Article  Google Scholar 

  • Morgan D.L.: Practical strategies for combining qualitative and quantitative methods: application to health research. Qual. Health Res. 8, 362–376 (1998)

    Article  Google Scholar 

  • Mucchielli R.: L’observation psychologique et psychosociologique. E.S.F, Paris (1974)

    Google Scholar 

  • Muskens G.: Mathematical analysis of content. Qual. Quant. 19, 99–103 (1985)

    Article  Google Scholar 

  • Norris S.P.: Defining observational competence. Serv. Educ. 68(2), 129–142 (1984)

    Article  Google Scholar 

  • Onwuegbuzie A.J., Leech N.L.: Taking the “Q” out of research: teaching research methodology courses without the divide between quantitative and qualitative paradigms. Qual. Quant. 39, 267–296 (2005a)

    Article  Google Scholar 

  • Onwuegbuzie A.J., Leech N.L.: On becoming a pragmatist researcher: the importance of combining quantitative and qualitative research methodologies. Int. J. Soc. Res. Methodol. 8(5), 375–387 (2005b)

    Article  Google Scholar 

  • Onwuegbuzie A.J., Leech N.L.: A call for qualitative power analyses. Qual. Quant. 41, 105–121 (2007)

    Article  Google Scholar 

  • PatternVision: ThèmeCoder [software]. http://www.patternvision.com (2002). Accessed 15 January 2002

  • Patton M.Q.: Qualitative evaluation methods. Sage, Beverly Hills (1980)

    Google Scholar 

  • Perea, A., Alday, L., Castellano, J.: Software para la observación deportiva Match Vision Studio. In: Paper presented at the III Congreso Vasco del Deporte. Socialización y Deporte / Kirolaren III Euskal Biltzarra, Sozializazioa era Virola, Vitoria, Spain, 10–13 November 2004

  • Reichardt C.S., Rallis S.F.: Qualitative and quantitative inquiries are not incompatible: a call for a new partnership. N Dir. Program Eval. 61, 85–91 (1994)

    Article  Google Scholar 

  • Roberts, C.W. (eds.): Text analysis for the Social Sciences. Methods for drawing statistical inferences from texts and manuscripts.. Erlbaum, Mahwah (1997)

    Google Scholar 

  • Roberts C.W.: A conceptual framework for quantitative text analysis. Qual. Quant. 34, 259–274 (2000)

    Article  Google Scholar 

  • Sackett G.P.: Lag sequential analysis as a data reduction technique in social interaction research. In: Sawin, D.B., Hawkins, R.C., Walker, L.O., Penticuff, J.H. (eds.) Exceptional infant. Psychosocial risks in infant-environment transactions., pp. 300–340. Brunner/Mazel, New York (1980)

    Google Scholar 

  • Sale J.E.M., Lohfeld L.H., Brazil K.: Revisiting the quantitative-qualitative debate: implications for mixed-methods research. Qual. Quant. 36, 43–53 (2002)

    Article  Google Scholar 

  • Sánchez-Algarra P., Anguera M.T.: The collapsability theorem in log-linear analysis of categorical data: an application in program evaluation. Qual. Quant. 31(2), 199–206 (1997)

    Article  Google Scholar 

  • Sánchez-Algarra P., Anguera M.T.: Time management in the cost evaluation of limited resource programs. Qual. Quant. 39(4), 391–411 (2005)

    Article  Google Scholar 

  • Sivesind K.H.: Structured, qualitative comparison. Qual. Quant. 33, 361–380 (1999)

    Article  Google Scholar 

  • Smith J.K.: Quantitative versus qualitative research: An attempt to clarify the issue. Educ. Res. 12, 6–13 (1983)

    Google Scholar 

  • Smith R.B.: Social structural inquiries, Part I, Qualitative and quantitative theories. Qual. Quant. 39, 801–825 (2005)

    Article  Google Scholar 

  • Steckler A., McLerroy K.R., Goodman R.M., Bird S.T., McCormick L.: Toward integrating qualitative and quantitative methods: an introduction. Health Educ. Q. 19, 1–8 (1992)

    Article  Google Scholar 

  • Strauss A., Corbin J.: Basics of qualitative research. Grounded theory procedures and techniques. Sage, Newbury Park (1990)

    Google Scholar 

  • Tesch R.: Qualitative research: analysis and software tools. The Falmer Press, Bristol (1990)

    Google Scholar 

  • Verschuren P.J.M.: Holism versus reductionism in modern social science research. Qual. Quant. 35, 389–405 (2001)

    Article  Google Scholar 

  • Vissers G., Heyne G., Peters V., Guerts J.: The validity of laboratory research in social and behavioural science. Qual. Quant. 35, 129–145 (2001)

    Article  Google Scholar 

  • Wallace W.L.: The logic of science in sociology. Aldine-Atherton, New York (1971)

    Google Scholar 

  • Weber R.P.: Measurement models for content analysis. Qual. Quant. 17, 127–149 (1983)

    Article  Google Scholar 

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Correspondence to M. Teresa Anguera.

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Sánchez-Algarra, P., Anguera, M.T. Qualitative/quantitative integration in the inductive observational study of interactive behaviour: impact of recording and coding among predominating perspectives. Qual Quant 47, 1237–1257 (2013). https://doi.org/10.1007/s11135-012-9764-6

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