Research Method in International Comparative Education
Keywords:
Research method, international comparative education, Qualitative research, quantitative researchAbstract
The purpose of this research was to review research methodology in international comparative education. The objectives of this research were: (a) to identify the different research approaches adopted in education across the world. (b) to find the best method of research for particular phenomena. This was a qualitative study that examined the different research approaches used around the world, which methods are used when, what the different components of research are, and how they are being used in education around the world. The various components of this main research are examined. Comparative research is examined to see how it proves beneficial. Or there are flaws in it. It is concluded that if we compare anything with another thing, there is a clear difference. Therefore, quantitative research is very important in education.
References
Abbott, M. L., & McKinney, J. (2012). Understanding and applying research design. John Wiley & Sons.
Abutabenjeh, S., & Jaradat, R. (2018). Clarification of research design, research methods, and research methodology: A guide for public administration researchers and practitioners. Teaching Public Administration, 36(3), 237-258.
Agazu, B. G., Dejenu, A. K., & Debela, K. L. (2022). A Comparative Review of Qualitative Research: A Guide to Design and Implementation. Qualitative Report, 27(8).
Allen, B. L., Allen, L. R., Andrien, H., Ballard, G., Boitani, L., Engeman, R. M., ... & Parker, D. M. (2017). Large carnivore science: non-experimental studies are useful, but experiments are better. Food webs, 13, 49-50.
Ambrose, S. A., Bridges, M. W., DiPietro, M., Lovett, M. C., & Norman, M. K. (2010). How learning works: Seven research-based principles for smart teaching. John Wiley & Sons.
Andrade, C. (2021). The limitations of quasi-experimental studies, and methods for data analysis when a quasi-experimental research design is unavoidable. Indian journal of psychological medicine, 43(5), 451-452.
Antony, J. (2023). Design of experiments for engineers and scientists. Elsevier.
Baldwin, L. (2018). Internal and external validity and threats to validity. In Research concepts for the practitioner of educational leadership (pp. 31-36). Brill.
Bargheer, S. (2024). The qualitative-quantitative divide in comparative historical analysis. In After Positivism: New Approaches to Comparison in Historical Sociology (pp. 27-53). Columbia University Press.
Bartlett, L., & Vavrus, F. (2020). Comparison in qualitative research. L. Bartlett & F. Vavrus, Oxford Research Encyclopedia of Education. Oxford University Press. https://doi. org/10.1093/acrefore/9780190264093.013, 621.
Bell, J. (2014). Doing Your Research Project: A guide for first-time researchers. McGraw-hill education (UK).
Berg-Schlosser, D., & De Meur, G. (2009). Comparative research design: case and variable selection. Configurational comparative methods: Qualitative comparative analysis (QCA) and related techniques, 1, 19-32.
Birkle, C., Pendlebury, D. A., Schnell, J., & Adams, J. (2020). Web of Science as a data source for research on scientific and scholarly activity. Quantitative Science Studies, 1(1), 363-376.
Bloomfield, J., & Fisher, M. J. (2019). Quantitative research design. Journal of the Australasian Rehabilitation Nurses Association, 22(2), 27-30.
Borden, I. (2006). The dissertation. Routledge.
Bourner, T., & Brook, C. (2019). Comparing and contrasting action research and action learning. The Wiley handbook of action research in education, 185-205.
Braun, V., & Clarke, V. (2021). Can I use TA? Should I use TA? Should I not use TA? Comparing reflexive thematic analysis and other pattern‐based qualitative analytic approaches. Counselling and psychotherapy research, 21(1), 37-47.
Breitmeier, H., Underdal, A., & Young, O. R. (2011). The effectiveness of international environmental regimes: Comparing and contrasting findings from quantitative research. International Studies Review, 13(4), 579-605.
Brossard, D., Lewenstein, B., & Bonney, R. (2005). Scientific knowledge and attitude change: The impact of a citizen science project. International Journal of Science Education, 27(9), 1099-1121.
Bryman, A. (2017). Quantitative and qualitative research: further reflections on their integration. In Mixing methods: Qualitative and quantitative research (pp. 57-78). Routledge.
Busetto, L., Wick, W., & Gumbinger, C. (2020). How to use and assess qualitative research methods. Neurological Research and practice, 2(1), 14.
Calder, B. J., Phillips, L. W., & Tybout, A. M. (1982). The concept of external validity. Journal of consumer research, 9(3), 240-244.
Caruth, G. D. (2013). Demystifying mixed methods research design: A review of the literature. Online Submission, 3(2), 112-122.
Chiang, I. C. A., Jhangiani, R. S., & Price, P. C. (2015). Quasi-experimental research. Research Methods in Psychology-2nd Canadian Edition.
Christensen, L. B., Johnson, B., Turner, L. A., & Christensen, L. B. (2011). Research methods, design, and analysis.
Chu, T. C., Ranson, W. F., & Sutton, M. A. (1985). Applications of digital-image-correlation techniques to experimental mechanics. Experimental mechanics, 25(3), 232-244.
Clark-Carter, D. (2009). Quantitative psychological research: The complete student's companion. Psychology press.
Cook, T. D., Shadish, W. R., & Wong, V. C. (2008). Three conditions under which experiments and observational studies produce comparable causal estimates: New findings from within‐study comparisons. Journal of Policy Analysis and Management: The Journal of the Association for Public Policy Analysis and Management, 27(4), 724-750.
Crano, W. D., Brewer, M. B., & Lac, A. (2014). Principles and methods of social research. Routledge.
Curtis, E. A., Comiskey, C., & Dempsey, O. (2016). Importance and use of correlational research. Nurse researcher, 23(6).
Danijela, M., & Jelena, M. (2020). Methodology of comparative research in education: role and significance. International Journal of Cognitive Research in Science, Engineering and Education, 8(3), 155-162.
Dannels, S. A. (2018). Research design. In The reviewer’s guide to quantitative methods in the social sciences (pp. 402-416). Routledge.
Dawkins, M. S. (2007). Observing animal behaviour: design and analysis of quantitative data. Oxford University Press.
Duckett, L. J. (2021). Quantitative research excellence: Study design and reliable and valid measurement of variables. Journal of Human Lactation, 37(3), 456-463.
Farghaly, A. (2018). Comparing and contrasting quantitative and qualitative research approaches in education: The peculiar situation of medical education. Education in Medicine Journal, 10(1), 3-11.
Figgou, L., & Pavlopoulos, V. (2015). Social psychology: Research methods. International encyclopedia of the social & behavioral sciences, 22, 544-552.
Filipowich, M. (2018). What are the advantages & disadvantages of correlation research.
Findley, M. G., Kikuta, K., & Denly, M. (2021). External validity. Annual Review of Political Science, 24(1), 365-393.
Fossey, E., Harvey, C., McDermott, F., & Davidson, L. (2002). Understanding and evaluating qualitative research. Australian & New Zealand journal of psychiatry, 36(6), 717-732.
Gelman, A., Hill, J., & Vehtari, A. (2021). Regression and other stories. Cambridge University Press.
Giesbrecht, F. G., & Gumpertz, M. L. (2004). Planning, construction, and statistical analysis of comparative experiments (Vol. 405). John Wiley & Sons.
Gnisci, A., Bakeman, R., & Quera, V. (2008). Blending qualitative and quantitative analyses in observing interaction: Misunderstandings, applications and proposals. International Journal of Multiple Research Approaches, 2(1), 15-30.
Gopalan, M., Rosinger, K., & Ahn, J. B. (2020). Use of quasi-experimental research designs in education research: Growth, promise, and challenges. Review of Research in Education, 44(1), 218-243.
Guerin, B. (2018). The use of participatory and non-experimental research methods in behavior analysis. Perspectivas Em Análise Do Comportamento, 9(2), 248-264.
Hayes, N. (2021). Doing psychological research, 2e. McGraw-Hill Education (UK).
Hinkelmann, K., & Kempthorne, O. (2007). Design and analysis of experiments, volume 1: Introduction to experimental design (Vol. 592). John Wiley & Sons.
Jonker, J., & Pennink, B. (2010). The essence of research methodology: A concise guide for master and PhD students in management science. Springer Science & Business Media.
Kaur, S. P. (2013). Variables in research. Indian Journal of Research and Reports in Medical Sciences, 3(4), 36-38.
Kosmützky, A., Nokkala, T., & Diogo, S. (2020). Between context and comparability: Exploring new solutions for a familiar methodological challenge in qualitative comparative research. Higher Education Quarterly, 74(2), 176-192.
Laudan, L. (1978). Progress and its problems: Towards a theory of scientific growth (Vol. 282). Univ of California Press.
Ledford, J. R., Lane, J. D., & Gast, D. L. (2018). Dependent variables, measurement, and reliability. In Single case research methodology (pp. 97-131). Routledge.
Levy, N. (2022). Do your research!. Synthese, 200(5), 1-19.
Lewis-Beck, M. S., & Mohr, L. B. (1976). Evaluating effects of independent variables. Political Methodology, 27-47.
Lichtman, M. (2023). Qualitative research in education: A user's guide. Routledge.
Little, T. D., Chang, R., Gorrall, B. K., Waggenspack, L., Fukuda, E., Allen, P. J., & Noam, G. G. (2020). The retrospective pretest–posttest design redux: On its validity as an alternative to traditional pretest–posttest measurement. International Journal of Behavioral Development, 44(2), 175-183.
Lund, T. (2012). Combining qualitative and quantitative approaches: Some arguments for mixed methods research. Scandinavian journal of educational research, 56(2), 155-165.
Maciejewski, M. L. (2020). Quasi-experimental design. Biostatistics & Epidemiology, 4(1), 38-47.
Mack, N. (2005). Qualitative research methods: A data collector’s field guide.
Makowski, D., Ben-Shachar, M. S., Patil, I., & Lüdecke, D. (2020). Methods and algorithms for correlation analysis in R. Journal of Open Source Software, 5(51), 2306.
Maxwell, J. A. (2012). Qualitative research design: An interactive approach. Sage publications.
Maxwell, S. E., Delaney, H. D., & Kelley, K. (2017). Designing experiments and analyzing data: A model comparison perspective. Routledge.
McDermott, R. (2011). Internal and external validity. Cambridge handbook of experimental political science, 27.
McGee, R., & Keller, J. L. (2007). Identifying future scientists: predicting persistence into research training. CBE—Life Sciences Education, 6(4), 316-331.
Mello, P. A. (2021). Qualitative comparative analysis: An introduction to research design and application. Georgetown University Press.
Metzger, R. M. (2023). The physical chemist's toolbox. John Wiley & Sons.
Morgan, G. A., & Harmon, R. J. (2000). Research questions and hypotheses. Journal of the American Academy of Child & Adolescent Psychiatry, 39(2), 261-263.
Muzari, T., Shava, G. N., & Shonhiwa, S. (2022). Qualitative research paradigm, a key research design for educational researchers, processes and procedures: A theoretical overview. Indiana Journal of Humanities and Social Sciences, 3(1), 14-20.
Olesko, K. M., & Holmes, F. L. (1993). Experiment, quantification and discovery. Hermann von Helmholtz and the Foundations of 19th-century Science, 1850-1865.
Opić, S. (2019). Advantages and Limitations of Linear Canonical Correlation Analysis (LCCA). In ICERI2019 Proceedings (pp. 6332-6338). IATED.
Pandey, P., & Pandey, M. M. (2021). Research methodology tools and techniques. Bridge Center.
Pappas, I. O., & Woodside, A. G. (2021). Fuzzy-set Qualitative Comparative Analysis (fsQCA): Guidelines for research practice in Information Systems and marketing. International Journal of Information Management, 58, 102310.
Price, P. C., Jhangiani, R. S., & Chiang, I. C. A. (2015). Quasi-experimental research. Research methods in psychology.
Randolph, J. (2019). A guide to writing the dissertation literature review. Practical assessment, research, and evaluation, 14(1), 13.
Rappleye, J., & Komatsu, H. (2020). Towards (comparative) educational research for a finite future. Comparative Education, 56(2), 190-217.
Ravetz, J. R. (2020). Scientific knowledge and its social problems. Routledge.
Reichardt, C. S. (2009). Quasi-experimental design. The SAGE handbook of quantitative methods in psychology, 46-71.
Rezigalla, A. A. (2020). Observational study designs: Synopsis for selecting an appropriate study design. Cureus, 12(1).
Rosenthal, R., Rosnow, R. L., & Rubin, D. B. (2000). Contrasts and effect sizes in behavioral research: A correlational approach. Cambridge University Press.
Rutter, M. (2007). Proceeding from observed correlation to causal inference: The use of natural experiments. Perspectives on Psychological Science, 2(4), 377-395.
Sale, J. E., Lohfeld, L. H., & Brazil, K. (2002). Revisiting the quantitative-qualitative debate: Implications for mixed-methods research. Quality and quantity, 36, 43-53.
Salkind, N. J. (Ed.). (2010). Encyclopedia of research design (Vol. 1). sage.
Sävje, F., Aronow, P., & Hudgens, M. (2021). Average treatment effects in the presence of unknown interference. Annals of statistics, 49(2), 673.
Schober, P., Boer, C., & Schwarte, L. A. (2018). Correlation coefficients: appropriate use and interpretation. Anesthesia & analgesia, 126(5), 1763-1768.
Shadish, W. R., & Luellen, J. K. (2012). Quasi-experimental design. In Handbook of complementary methods in education research (pp. 539-550). Routledge.
Siddique, H. J., & Khurram, R. (2024). Bridging Traditional and Digital: Evolving Architectural Pedagogy in the Modern Era. Propel Journal of Academic Research, 4(1), 30-50.
Siedlecki, S. L. (2020). Understanding descriptive research designs and methods. Clinical Nurse Specialist, 34(1), 8-12.
Sileyew, K. J. (2019). Research design and methodology (Vol. 7). Cyberspace.
Stebbins, R. A. (2001). Exploratory research in the social sciences (Vol. 48). Sage.
Stockemer, D., Stockemer, G., & Glaeser, J. (2019). Quantitative methods for the social sciences (Vol. 50, p. 185). Cham, Switzerland: Springer International Publishing.
Thiese, M. S. (2014). Observational and interventional study design types; an overview. Biochemia medica, 24(2), 199-210.
Thomas, C. G., & Thomas, C. G. (2021). Major Research Methods.
Thompson, P. (2012). Thesis and dissertation writing. The handbook of English for specific purposes, 283-299.
Thyer, B. A. (2012). Quasi-experimental research designs. Oxford University Press.
Toyon, M. A. S. (2023). Introduction to research: Mastering the basics.
Ubbink, J., & Schär-Zammaretti, P. (2005). Probing bacterial interactions: integrated approaches combining atomic force microscopy, electron microscopy and biophysical techniques. Micron, 36(4), 293-320.
Wagenaar, H., Kieslich, K., Hangel, N., Zimmermann, B., & Prainsack, B. (2022). Collaborative comparisons: A pragmatist approach towards designing large-scale, comparative qualitative research. SSM-Qualitative Research in Health, 2, 100172.
Watson, R. (2015). Quantitative research. Nursing standard, 29(31).
Weaver, R., & Menzies, J. (2015). Freak Show Bodies and Abominations: Teaching Research Ethics From Dark Angel. Teaching Ethics, 15(2).
Woolley, K. K. (1997). How Variables Uncorrelated with the Dependent Variable Can Actually Make Excellent Predictors: The Important Suppressor Variable Case.
Young, H. D., & ta tis tic al Treatment, S. (1962). of Experimental Data (p. 144). McGraw-Hill Book Company, New York.
Zajda, J., Rust, V., Zajda, J., & Rust, V. (2021). Methods and methodologies in comparative education. Globalisation and comparative education: Changing paradigms, 49-64.