QUALITATIVE RESEARCH Professor Dr Rosmimah Mohd Roslin Faculty of Business Management Universiti Teknologi MARA 40450 Shah Alam E-mail: rosmimah@salam.uitm.edu.my Tel: 03-55444785 Qualitative Methods for you? • What is your research about? • Are you looking at something new? – Are you addressing a new area? – Are you studying human behaviour in an in-depth manner? • Are you addressing or answering questions pertaining to WHY? And HOW? • Are you just confirming what others have done? – Testing hypotheses? – Describing quantitatively a situation? When to use qualitative research…………? • When there is not enough information/literature to allow you to develop frameworks, • When you are in the process of correctly identifying problems or opportunities, • When you want to establish new theories, • When assessing behavioral issues, emotional, attitudinal and personality factors Is qualitative method appropriate for you? • Exploratory phase of your Ph.D research – Refining existing variables – Possibility of adding new variables to existing framework • Seeking new theory – Non-existent of complete variables in existing literature – Completely new knowledge that has yet to be studied extensively Is using qualitative method partially in your research qualifies it as a MIXED METHOD? • NO! • Definitions…. John Creswell (2007): Mixed methods research is a research design (or methodology) in which the researcher collects, analyzes, and mixes (integrates or connects) both quantitative and qualitative data in a single study or a multiphase program of inquiry. Janice Morse (2003): A mixed method design is a plan for a scientifically rigorous research process comprised of a qualitative or quantitative core component that directs the theoretical drive, with qualitative or quantitative supplementary component(s). These components of the research fit together to enhance description, understanding and can either be conducted simultaneously or sequentially. EMPHASIS OF MIXED METHODS Research Paradigms Source: Johnson, Onwuegbuzie, & Turner (2007), Towards a definition of mixed methods research, Journal of Mixed Methods Research, 1, (2), April, 112-133 Let’s define qualitative research… • “ …interpretive techniques which seek to describe, decode, translate, and otherwise come to terms with the meaning, not the frequency, of certain more or less naturally occurring phenomena in the social world.” – Van, Maanen, J. (1979). Preface, Administrative Science Quarterly, Vol. 24, pp. 520-526 How different is this from quantitative research? Qualitative Quantitative The aim is a complete, detailed description. The aim is to classify features, count them, and construct statistical models in an attempt to explain what is observed. Researcher may only know Researcher knows clearly in advance roughly in advance what he/she is what he/she is looking for. looking for. Data is in the form of words, pictures or objects. Data is in the form of numbers and statistics Qualitative data is more 'rich', time consuming, and less able to be generalized Quantitative data is more efficient, able to test hypotheses, but may miss contextual detail. Assumptions of Qualitative Designs • Qualitative researchers are concerned primarily with process, rather than outcomes or products. • Qualitative researchers are interested in meaning how people make sense of their lives, experiences, and their structures of the world. Cont. • The qualitative researcher is the primary instrument for data collection and analysis. Data are mediated through this human instrument, rather than through inventories, questionnaires, or machines • Qualitative research involves fieldwork. The researcher physically goes to the people, setting, site, or institution to observe or record behavior in its natural setting. Cont. • Qualitative research is descriptive in that the researcher is interested in process, meaning, and understanding gained through words or pictures. • The process of qualitative research is inductive in that the researcher builds abstractions, concepts, hypotheses, and theories from details. Adequacy of Qualitative Methods • Lincoln & Guba (1985) identify four criteria for adequacy or rigor in scientific research – Truth value – Applicability – Consistency – Neutrality Criteria for Adequacy CRITERIA QUANTITATIVE RESEARCH QUALITATIVE RESEARCH Truth-value Internal validity Credibility Applicability External validity Fittingness Consistency Reliability Auditability Neutrality Objectivity Confirmability In Quantitative Research….. • Internal validity: In quantitative research, the elimination of alternative hypotheses such as history, maturation, testing effects, regression, instrumentation, subject selection, and mortality. Also relates to validity of instruments such as content validity, criterion validity, and construct validity. • External validity: In quantitative research, the generalizability of findings and the representativeness of subjects, tests, and testing situation. Cont.. • Reliability: In quantitative research, the consistency, stability, and dependability of a test or testing procedure. • Objectivity: In quantitative research, the outcome of establishing internal and external validity and reliability. Based on distance between researcher and subjects; relationship is mediated by protocol, theory, and instrumentation. In Qualitative Research… • Credibility: When others can recognize the experience by reading about it. • Fittingness: When findings "fit" into contexts outside the study situation and when the audience views the findings as meaningful and applicable in terms of their own experience. Cont. • Auditability: When another researcher can clearly follow the "decision trail" used by the investigator. In addition, another researcher could arrive at the same or comparable but not contradictory conclusions given the researcher's data, perspective, and situation. • Confirmability: When auditability, fittingness, and credibility have been established. Based on engagement between researcher and subjects. Cont. – the subjective involvement of investigators with their subjects and – the emphasis on subjective reality or the meanings subjects give to and derive from their life experiences. Dealing with Qualitative Data • Transforming qualitative data into quantifiable data, OR • Internalizing the meaning of the qualitative data – Thick description – Emerging themes Commencing a qualitative enquiry… • Starts with research question/s – Not hypotheses! • Develop a conceptualization of constructs – Not a theoretical framework! A qualitative enquirer will ask… 1. What do my informants know about their culture that I can discover? 2. What concepts do my informants use to classify their experiences? 3. How do my informants define these concepts 4. What theory do my informants use to explain their experience? 5. How can I translate the cultural knowledge of my informants into a cultural description my colleagues will understand? Compared to a quantitative enquirer… 1. 2. What do I know about a problem that will allow me to formulate and test a hypothesis? What concepts can I use to test this hypothesis? 3. How can I operationally define these concepts? 4. What scientific theory can explain the data? 5. How can I interpret the results and report them so that my colleagues will understand? How to carry out qualitative research….? Methods of data collection • Document/Archival Analysis – Texts, graphics, videos, movies, art works etc • In-depth interviews – Face-to-face • Focus group interviews • Observation – Participant Observation – Full observation Sampling Method… • Sampling is Open and Purposive –Convenient –Chain –Snowball –Judgmental Analysis • Methods of analysis are interpretive leading to induction rather than deduction of research findings • Transcribing of responses is crucial for analysis • Analyses leading to the development of hypotheses Interpretive Analysis – Interpreting how people construct and give meaning to their actions in concrete social situations – The observer deals with how social objects are made meaningful – No specific method of analysis or tool used apart from researcher’s interpretive ability Outcome of a Qualitative Research • Propositions or Hypotheses • Model or Theoretical Framework • Emerging Theory Qualitative Research Approaches • • • • Case Study Ethnography Phenomenology Grounded Theory Case Study Approach – When to use? • According to Yin (2003) a case study design should be considered when: (a)the focus of the study is to answer “how” and “why” questions; (b)you cannot manipulate the behaviour of those involved in the study; (c)you want to cover contextual conditions because you believe they are relevant to the phenomenon under study; or (d)the boundaries are not clear between the phenomenon and context. Types of Case Study Type Definition Explanatory Seek to explain causal link in real life interventions that are too complex for surveys Exploratory To explore situations where the interventions have no clear outcomes Descriptive Used to describe an intervention and the real life context in which it occurred Multiple case studies Used to explore differences between and within cases Intrinsic Seek to better understand the case Instrumental Helps to refine a theory Collective Similar to multiple case studies Ethnography • “……observation of people, in situ: finding them where they are, staying with them in some role which will allow both intimate observation of certain parts of their behaviour, and reporting it in ways useful to social sciences but not harmful to those observed.” • Ethnographic methods rely substantially on participant observation. Participant observation may range from…… Participant a. as observer b. Complete Participant Overt Research Covert Research c. Observer as participant d. Complete Observer Spectator Features of Ethnography • a focus on exploring the essence and the nature of social phenomena; • the investigation of a small number of cases and possibly only one case in depth; • a tendency to work with unstructured data i.e. data that is not easily quantifiable or organisable in strict analytical categories; Phenomenology • A study that is concerned with reality-constituting interpretive practices. • This approach examine how human beings construct and give meaning to their actions in concrete social situations. • It is a study of a phenomena appearances of things Cont. • A study of things as they appear in our experience • A method of inquiry based on the premise that reality consists of objects and events as they are perceived or understood in human consciousness and not of anything independent of human consciousness. Grounded Theory • This is a general methodology of developing theory that is grounded in data which are systematically gathered and analyzed. • Grounded theory methodology is designed to guide researchers in producing theory that is “conceptually dense” – that is, with many conceptual relationships. Analyzing Qualitative Data – The Process Data Collection Transcribing Data - Verbatim Draw meanings from the responses Seek patterns Develop categories Construct themes Propositions/Hypotheses Development Analyzing Qualitative Data • Constant Comparative Method – Content Analysis – is the process of: • Identifying primary patterns in the data • Coding data • Categorizing – Looking for similarities and differences in the responses – Naming or categorizing all similarities identified – Describing the meaning behind these categories • Interpretive Analysis – Interpreting how people construct and give meaning to their actions in concrete social situations – The observer deals with how social objects are made meaningful – No specific method of analysis or tool used apart from researcher’s interpretive ability – Subjectivity is paramount Analysis can be done….. Line-by-line analysis This involves close examination, phrase by phrase and even sometimes of single words. Analyzing sentence or paragraph You will be looking at the whole sentence and asking yourself what is/are the major idea/s brought out in the sentence. Analyzing an entire document, observation or interview Assessing the whole document and asking yourself what exactly is going on. Look for similarities and differences of the documents, observation or interviews with that of others. – Coding of responses – Open, Axial and Selective coding – An observation, a sentence, or a paragraph is taken apart and scrutinized and is then given a name or label that represent the phenomenon. OPEN CODING AXIAL CODING Is the part of the analysis that focuses specifically to the naming and categorizing of phenomena through close examination of the data. A set of procedures where data from open coding are put back in new ways by making connections between categories Involves putting back the open codes by making connections between categories. SELECTIVE CODING The process involves selecting core category, systematically relating this to other categories, validating those relationships, and filling in categories that need further refinement and development Example….. • Let’s say you are interested in understanding how work environment affects job satisfaction among women working in a manufacturing plant. • Your research question: – Does work environment affects job satisfaction among women factory workers? Coding… Dependence • Worker A: – The factory is my source of livelihood. I’m a single parent. My husband passed away 2 years ago and I have 4 children to feed. It is hard work. I sometimes work more than 5 hours standing. At my age, standing for a long time really hurt my feet. I sometimes get headaches when I go back home. There’s a lot of dust in the factory…. But I have to work, there’s no choice. Physical deprivation Poverty Another transcript…. • Worker B – The management promises us a lot of things but not one promise has been kept. I feel like quitting but this is the only job I can get here. I can go to Kulim to look for another job but its too far away from my house. I may have to pay more for transportation or to rent a house near Kulim. Untrustworthy Forced circumstances Constructing Themes • • • • • • • Dependence Physical deprivation Poverty Untrustworthy Forced circumstances Individual attitude Compliant Forced Situation It is circumstances beyond their control like poverty that is forcing these women to work here. Otherwise they may not be compelled to work here. Another example… • • • • • • Physical deprivation Poverty Untrustworthy Forced circumstances Individual attitude Compliant Personal Orientation - Resigned Attitude Its all up to women themselves in terms of how they face the situation. Even though their employer could not be trusted, they still remain in the job Mapping Out Propositions Job Satisfaction in factories affected by social circumstances Poverty Deprivation Resigned attitude Not necessarily affected by work environment Developing Propositions (or hypotheses) • Job satisfaction among women working in factories are influenced by social circumstances affecting their lives. • Women’s job satisfaction in factories are characterized by a resigned attitude that accepts physical working conditions. Evaluating Qualitative Research • Validity – Does the study reflect construction of the actors? – Trustworthiness – ‘Thick Description’ • Reliability – Dependability – Reflexivity – Can be verified - triangulation • Objectivity – Authenticity – report in the voice of the source Triangulation Issue – Denzin (1978) has identified several types of triangulation. • One type involves the convergence of multiple data sources. • Another type is methodological triangulation, which involves the convergence of data from multiple data collection sources. Cont. • A third triangulation procedure is investigator triangulation, in which multiple researchers are involved in an investigation. • Related to investigator triangulation is researcher-participant corroboration, which has also been referred to as crossexamination Sources of Reference • • • • • • • • Baxter, P., & Jack, S. (2008). Qualitative case study methodology: Study design and implementation for novice researchers. The Qualitative Report, 13(4), 544-559. Creswell, J. W., & Plano Clark, V. L. (2007). Designing and conducting mixed methods research. Thousand Oaks, CA: Sage. Denzin, N. K. (1978). The research act: A theoretical introduction to sociological methods. New York: McGraw-Hill. Denzin, N. K., & Lincoln, Y. S. (1998). The landscape of qualitative research: Theories and issues. Thousand Oaks: Sage Publications. Denzin, N. K., & Lincoln, Y. S. (1998). Collecting and interpreting qualitative materials. Thousand Oaks: Sage Publication. Glaser, B. G., & Strauss, A., (1967), The discovery of grounded theory: strategies for qualitative research. Chicago, Ill: Aldine Pub. Co. Lincoln, Y. S., & Guba, E. (1985). Naturalistic Inquiry. Newbury Park, CA: Sage. Lincoln, Y. S., & Guba, E., G. (2000). Paradigmatic controversies, contradictions and emerging confluences. In N. K. Denzin & Y. S. Lincoln (Eds.), Handbook of Qualitative Research (2nd ed., pp. 163-188). Thousand Oaks, CA: Sage Publications, Inc. Cont. • • • • • • • • Morse, J. M. (2003). Principles of mixed methods and multimethod research design. In A. Tashakkori & C. Teddlie (Eds.), Handbook of mixed methods in social and behavioral research (pp. 189-208). Thousand Oaks, CA: Sage. Patton, M. Q. (1990). Qualitative Evaluation and Research Methods ( 2nd ed.). Newbury Park, CA: Sage. Rossman, R. B., & Ralllis, S. F. (1998). Learning in the field: An introduction to qualitative research. Thousand Oaks, CA: Sage. Schwandt, T. A. (2000). Three epistemological stances for qualitative inquiry: Interpretivism, hermenutics, and social construction. In N. K. Denzin & Y. S. Lincoln, (Eds). Handbook of qualitative research, p. 189- 213. Thousand Oaks, CA: Sage. Strauss, A., & Corbin, J., (1990), Basics of qualitative research. Thousands Oaks, CA: Sage Publications. Stake, R. E. (1995). The art of case study research. Thousand Oaks, CA: Sage. Van Manen, J. (1990). Researching lived experience: Human science for an action sensitive pedagogy. Albany: State University of New York Press. Yin, R. K. (2003). Case study research: Design and methods (3rd ed.). Thousand Oaks, CA: Sage. All the best… Thank you