A methodology for conducting integrative mixed methods research and data analyses

Journal of Mixed Methods Research

Volumn 4, Issue 4, 2010, Pages 342-360

  Castro, Felipe González ^a,b   Kellison, Joshua G ^a,b   Boyd, Stephen J ^a   Kopak, Albert ^a,c  

^a ARIZONA STATE UNIVERSITY   (United States)

^b ARIZONA STATE UNIVERSITY   (United States)

^c WESTERN CAROLINA UNIVERSITY   (United States)

Author keywords

grounded theory; integrative mixed methods; machismo; methodological adaptation; multivariate data analysis

Indexed keywords

EID: 77956801332     PISSN: 15586898     EISSN: 15586901     Source Type: Journal    
DOI: 10.1177/1558689810382916     Document Type: Article

References (49)

1. Arciniega, G.M., Anderson, T.C., Tovar-Blank, Z.G., & Tracey, T.J.G. (2008). Towards a fuller conception of machismo: Development of a traditional machismo and caballerismo scale. Journal of Counseling Psychology, 55, 19-33.
2. Bryman, A. (2007). Barriers to integrating quantitative and qualitative research. Journal of Mixed Methods Research, 1(1), 8-22.
3. Campbell, D.T., & Fiske, D.W. (1959). Convergent and discriminant validation by multitrait-multimethod matrix. Psychological Bulletin, 56, 81-105.
4. Carey, J.W. (1993). Linking qualitative and quantitative methods: Integrating cultural factors into public health. Qualitative Health Research, 3, 298-318.
5. Castro, F.G., & Coe, K. (2007). Traditions and alcohol use: A mixed methods analysis. Cultural Diversity and Ethnic Minority Psychology, 13, 269-284.
6. Castro, F.G., & Nieri, T. (2008, January). Culturally-sensitive research: Emerging approaches in theory, measurement and methods for effective research on acculturation, ethnic identity and gender. Workshop conducted at the meeting of the Society for Social Work Research, Washington, DC.
7. Champion, V.L., & Skinner, C.S. (2008). The health belief model. In K. Glanz, B. K. Rimer, & K. Viswanath (Eds.), Health behavior and health education: Theory, research and practice (4th ed., pp. 45-65). San Francisco, CA: Jossey-Bass.
8. Cohen, J., Cohen, P., West, S.G., & Aiken, L.S. (2003). Applied multiple regression/correlation analysis for the behavioral sciences (3rd ed.). Mahwah, NJ: Lawrence Erlbaum.
9. Creswell, J.W. (1994). Research design: Qualitative & quantitative approaches. Thousand Oaks, CA: SAGE.
10. Creswell, J.W., Plano Clark, V.L., Gutmann, M.L., & Hanson, W.E. (2003). Advances in mixed methods research designs. In A. Tashakkori & C. Teddlie (Eds.), Handbook of mixed methods in social and behavioral research (pp. 209-240). Thousand Oaks, CA: SAGE.
11. Denne, R., Castro, F.G., & Harris, T. (2001, May). Antecedents and consequences of relapse in stimulant users: Integrating qualitative and quantitative analyses. Paper presented at the Society for Prevention Research 9th Annual Meeting, Washington, DC.
12. Denzin, N.K., & Lincoln, Y.S. (1994). Entering the field of qualitative research. In N. K. Denzin & Y. S. Lincoln (Eds.), Handbook of qualitative research (pp. 1-17). Thousand Oaks, CA: SAGE.
13. DeVellis, R.F. (1991). Scale development: Theory and applications. Newbury Park, CA: SAGE.
14. Dreher, M. (1994). Qualitative research methods from the reviewer's perspective. In J. M. Morse (Ed.), Critical issues in qualitative methods (pp. 281-297). Thousand Oaks, CA: SAGE.
15. Fleiss, J.L. (1981). Statistical methods for rates and proportions (2nd ed.). New York, NY: Wiley.
16. Flannigan, P., McGrath, M., Meyer, E., & Garcia, C. (1995). Adolescent development and transitions to motherhood. Pediatrics, 96, 273-277.
17. Gelo, O., Braakman, D., & Benetka, G. (2008). Quantitative and qualitative research: Beyond the debate. Integrative Psychological & Behavioral Science, 42, 266-290.
18. Gross, J.J., & John, O.P. (2003). Individual differences in two emotion regulation processes: Implications for affect, relationships, and well-being. Journal of Personality and Social Psychology, 85, 348-362.
19. Guba, E.G., & Lincoln, Y.S. (1994). Competing paradigms in qualitative research. In N. K. Denzin & Y. S. Lincoln (Eds.), Handbook of qualitative research (pp. 105-117). Thousand Oaks, CA: SAGE.
20. Hanson, W.E., Creswell, J.W., Clark, V.L.P., Petska, K.S., & Creswell, J.D. (2005). Mixed methods research designs in counseling psychology. Journal of Counseling Psychology, 52, 224-235.
21. Haverkamp, B.E., Morrow, S.L., & Ponterotto, J.G. (2005). A time and place for qualitative and mixed methods in counseling psychology research. Journal of Counseling Psychology, 25, 123-125.
22. Hogan, R., & Kaiser, R.B. (2005). What we know about leadership. Review of General Psychology, 9, 169-180.
23. Jones, N., & Sumner, A. (2009). Does mixed methods research matter to understanding childhood well being? Social Indicators Research, 90, 33-50.
24. Kellison, J.G. (2009). The role of machismo in the resilience of Hispanic males (Unpublished masters thesis). Arizona State University, Tempe.
25. Kirk, J., & Miller, M.L. (1986). Reliability and validity in qualitative research. Newbury Park, CA: SAGE.
26. LaFromboise, T., Coleman, H.L.K., & Gerton, J. (1993). Psychological impact of biculturalism. Evidence and theory. Psychological Bulletin, 114, 395-412.
27. Lara, M., Gamboa, C., Kahramaninan, M.I., Morales, L., & Hayes Bautista, D. (2005). Acculturation and Latino health in the United States: A review of the literature and its sociopolitical context. Annual Review of Public Health, 26, 367-397.
28. MacKinnon, D.P. (2008). Introduction to statistical mediational analysis. New York, NY: Lawrence Erlbaum.
29. Masten, A.S. (2001). Ordinary magic: Resilience processes in development. American Psychologist, 56, 227-238.
30. Miles, M.B., & Huberman, A.M. (1994). Qualitative data analysis (2nd ed.). Thousand Oaks, CA: SAGE.
31. Moghaddam, F.M., Walker, B.R., & Harre, R. (2003). Cultural distance, levels of abstraction, and the advantages of mixed methods. In A. Tashakkori & C. Teddlie (Eds.), Handbook of mixed methods in social & behavioral research (pp. 111-134). Thousand Oaks, CA: SAGE.
32. Morse, J.M. (1994). Qualitative research: Fact or fantasy? In J. M. Morse (Ed.), Critical issues in qualitative research methods (pp. 1-7). Thousand Oaks, CA: SAGE.
33. Moser, S. (2010). Integrating emotion into classic cognitive models of health behavior: A comprehensive review. Unpublished manuscript, Department of Psychology, Arizona State University, Tempe.
34. Muhr, T. (2004). Atlas.ti v. 5.2. Thousand Oaks, CA: SAGE.
35. Phinney, J.S. (1990). Ethnic identity in adolescents and adults: Review of research. Psychological Bulletin, 108, 499-514.
36. Plano Clark, V.L., Huddleston-Cases, C.A., Churchill, S.L., Green, S.O., & Garrett, A.L. (2008). Mixed methods approaches in family science research. Journal of Family Issues, 29, 1543-1566.
37. Resnicow, K., Soler, R., Braithwait, R.L., Ahluwalia, J.S., & Butler, J. (2000). Cultural sensitivity in substance abuse prevention. Journal of Community Psychology, 28, 271-290.
38. Rollins, M.A. (2003). A multidimensional machismo: Its association with depression and treatment-specific health indicators in a clinical sample of Hispanic and non-Hispanic white drug abusers (Unpublished honor's thesis). Arizona State University, Tempe.
39. Schwandt, T.A. (1994). Constructivist, interpretivist approaches to human inquiry. In N. K. Denzin & Y. S. Lincoln (Eds.), Handbook of qualitative research (pp. 118-137). Thousand Oaks, CA: SAGE.
40. Sheeran, P., & Orbell, S. (1999). Augmenting the theory of planned behavior: Roles for anticipated regret and descriptive norms. Journal of Applied Social Psychology, 23, 2107-2114.
41. Statistical Package for the Social Sciences. (1997). TextSmart 1.0: Users guide. Chicago, IL: Author.
42. Strauss, A., & Corbin, J. (1990). Basics of qualitative research: Grounded theory procedures and techniques. Newbury Park, CA: SAGE.
43. Tashakkori, A., & Teddlie, C. (Eds.). (2003). Handbook of mixed methods in social and behavioral research. Thousand Oaks, CA: SAGE.
44. Teddlie, C., & Tashakkori, A. (2003). Major issues and controversies in the use of mixed methods in the social and behavioral sciences. In A. Tashakkori & C. Teddlie (Eds.), Handbook of mixed methods in social & behavioral research (pp. 3-50). Thousand Oaks, CA: SAGE.
45. Torres, J.B. (1998). Masculinity and gender roles among Puerto Rican men: Machismo on the U.S. main-land. American Journal of Orthopsychiatry, 68, 16-26.
46. Ungar, M. (2010). Cultural dimensions of resilience among adults. In J. W. Reich, A. J. Zautra, & J. S. Hall (Eds.), Handbook of adult resilience (pp. 404-423). New York, NY: Guilford.
47. Viruel-Fuentes, E.A. (2007). Beyond acculturation: Immigration, discrimination, and health research among Mexicans in the United States. Social Science & Medicine, 65, 1524-1535.
48. Yoshikawa, H., Weisner, T.S., Kalil, A., & Way, N. (2008). Mixing qualitative and quantitative research in developmental science: Uses and methodological choices. Developmental Psychology, 44, 344-354.
49. Zeelenberg, M., & Bruegelmans, S.M. (2008). The role of interpersonal harm in distinguishing regret from guilt. Emotions, 8, 589-596.