Qualitative Data Analysis

Size: px
Start display at page:

Download "Qualitative Data Analysis"

Transcription

1 Qualitative Data Analysis Sample Lecture Pack Code: REM050 Postgraduate Study in Educational and Social Research by Distance Learning This is an extract from a lecture pack for a module offered as part of the University of London International Programmes Master of Research (MRes) in Educational and Social Research. Materials for this degree programme are developed by academics at the Institute of Education of the University of London. For more information, see: University of London, 2014

2 Module 5 Qualitative Data Analysis Module introduction by Will Gibson Key reading Chapter 2 Description, analysis, and interpretation in qualitative enquiry, pp. 9 54, from Transforming Qualitative Data: Descriptions, analysis and interpretation by H. Wolcott Introduction In social research, analysis is often one of the most under-discussed parts of the research process. Although authors often include a quite elaborate account of the findings of their investigations, published research in books and journal articles rarely includes a detailed outline of the process of analysis. Authors may use general descriptive terms like grounded theory, CAQDAS (computer-assisted qualitative data analysis), discourse analysis, narrative analysis, and thematic analysis to describe their analytic work but, at best, these merely characterize very general approaches, commitments or tools and do not help to explain what might have been involved in any particular instance of their use. They are, in other words, general descriptions, rather like the term ethnography. Textbooks on analysis are usually much more explicit, but they can also be a little confusing. Compare, for example, Miles and Huberman s (1994) text Qualitative Data Analysis with Wolcott s (1994) Transforming Qualitative Data or Grbich s (2006) Qualitative Data Analysis and you will see three very different articulations of the process of analysis. If the experts cannot agree on what analysis is, how on earth are researchers new to the area supposed to know what to do? One of the aims of this module is to show the breadth of work that is done in the name of qualitative analysis, and to explain the various ways in which different authors, disciplines and focal areas have defined approaches to analysis. In this way, the module will produce a basic map of the field of analysis. You will look at grounded theory, discourse analysis, narrative analysis, and reflect on some of the issues implicated in these various domains of work. It is important to emphasize from the outset, though, that the field of qualitative analysis is far broader than the particular approaches that will be discussed here. Wolcott (1994) has pointed to more than 50 distinct types of analysis, and it would clearly be impossible to discuss all of those. My aim in this module then is to create a critical awareness of issues related to analysis, and to exemplify these in relation to some of the more common analytic forms. Researchers very often come to analysis with strong preferences for particular methods of data work. In providing a general overview of approaches, this module does not intend to suggest that these different approaches to analysis should be treated as something like a set of tools in a toolbox, or that researchers typically work by selecting the right tool for the appropriate analytic job. Of course, you cannot discount the idea that some researchers might work in that 2

3 fashion, but it is not typically the case, because professional expertise, disciplinary focus and theoretical commitments tend to lead researchers to specialize in one area rather than another. Rather, the purpose of the module is to give a sense of how such approaches function, why people who use those approaches do so, and the types of aims they typically have when they do so. A part of the process of development as a researcher involves creating your own expertise and preferences about the most appropriate forms of analysis. The process of analysis One of the most important points to make about analysis is that it is not best thought of as a stage in social research, but is better regarded as a form of research work that is informed by and informs all other aspects of research work. One of the commonest ways of portraying the social research process is as a linear move along the lines outlined below: formulate questions search literature design research collect data analyse data write up research. In some respects, this way of representing social research misrepresents every aspect of the process. Questions are not formulated only at the beginning of research but are iteratively worked out through the research process; literature is used to inform and position research interests not only prior to data collection, but in relation to every aspect of research work, including analysis, writing, and research design; research design is an evolving aspect of the research process that is informed by data analysis and by the types of data that are collected. In the abstract, a researcher may begin their research with any component of research work (excluding, perhaps, the writing up of findings) and move from there to any other component. For example, some researchers do begin their projects with the consideration of some data and use their analysis of it to formulate a problem. For example, in his work on the analysis of conversation Harvey Sacks (1992) frequently described the analysis of data as a means of developing a problematic that could subsequently be systematically explored in relation to a larger data set. Another model of research might involve a researcher beginning with a loose idea of a research interest, generating a preliminary idea of data that might be useful for exploring that interest, analysing their data and, from there, creating a more detailed view of both their question and of their research design (this is a common orientation in grounded theory, for example). Indeed, in many approaches, analysis is most effective when it has the possibility of informing the other features of research that is, where researchers are able to use their analysis to make adjustments to their research design, to think about other literature that might be relevant to their project, or to modify 3

4 their research question or even their research interest itself. This does not mean that there is no relevance to the linear model represented above, because it is typical for researchers to attempt to create some sort of forward movement in the research process (often represented in research timetables) that has some parity with the linear approach. It must be accepted, however, that it is something of an idealization, rather than an accurate representation of the actual process. Technology and analysis A very dominant discourse in the area of qualitative research concerns the role of computers in analysis. Programs such as Atlas.ti, NVivo, Qualrus, MAXQDA, and the Ethnograph are all forms of CAQDAS computer-assisted qualitative data analysis software. These types of software are, in some instances, very useful tools for helping researchers to organize their analytic work. They are typically useful in helping them to code their data (you will look in detail at the issue of coding in Unit 2), to explore their coding frameworks, to organize their analytic notes, and so on. These programs, in essence, provide databases that help researchers to manage their data and their analysis of it. Importantly, these sorts of software are not relevant to all forms of data work. While a researcher undertaking grounded theory might well use something like Atlas.ti to organize their work, someone undertaking critical discourse analysis may find that such a programme would be of little use to them, because they tend to work with much smaller segments of data. It is a common misunderstanding to think that all qualitative research should involve the use of software of this type: it is not the case. Nor is it the case that such software actually performs analysis; these programs are tools that help researchers organize their work. Generating and exploring data One way to think about social research design is in terms of the creation of a strategy for generating data. The use of the word generating rather than collecting is important here: to refer to the collection of data implies gathering up pre-existing or ready-made fragments or forms of evidence. In contrast, the notion of generating data emphasizes the role of the researcher in the creation of data; those data are an emergent property of a researcher working in a social setting in relation to a particular set of interests. One of the implications of thinking about research design as data design is that data are created for a purpose to deal with some problem or issue. This basic point helps to show that when researchers come to deal with their data they do not come to it cold, so to speak, but with distinct motivated interests. Researchers ask questions of data that are related to their research concerns they try to find things out that will help them to answer their research questions or gain clarity on some concern or other. However, analysis is not simply a matter of answering pre-specified questions: it is also often characterized by a process of generating new questions. Analysis is exploratory and, like all good explorations, full of surprises. It is very common for new interests and concerns to arise from the interrogation of data. This is precisely why it is so important to allow your analysis to inform your research design, because if it does not it may not be possible to empirically explore the interesting questions developed through the examination of the data. Data analysis should begin as soon as some data have been collected so that you can reflect on: how the emerging data relate to the research questions; whether or not 4

5 the specified design is actually working in terms of the production of interesting or relevant data; whether there are other interests that may need to be incorporated into the design of the generation of data; whether or not there are other interesting literary sources that need to be consulted. Forms of data The types of things that researchers might treat as data are extremely varied. Photographs, video recordings of activities, notes in books about things a researcher has seen, audio recordings of interviews or informal conversations, newspaper reports, minutes from meetings, diaries, books, web pages, blogs, films, television programmes, recordings of music, household objects all of these can be used as data to deal with a problem. The question what is data? can only really be answered in relation to a particular research issue because data is defined by the relevance of some thing to a particular research topic. Further, in any given project, there is likely to be a wide variety of possible data sources that could be used, and the purpose of the research design process is to narrow that down to very particular features. Structure of the module In this module you will be exploring all of the issues outlined above. You will be doing this through a combination of data analysis exercises, as well as through detailed reading of descriptions of approaches to analysis. The structure of the units to this module is as follows: Unit 1 Grounded theory Unit 2 Thematic analysis Unit 3 Discourse analysis Unit 4 Transcription Unit 5 Narrative analysis Learning outcomes By the end of the module you should be able to: explain the main principles of grounded theory and some of the key debates within the perspective undertake a thematic analysis of an interview transcript define, describe and apply different discourse analysis strategies transcribe audio recordings of talks using a variety of transcription approaches use and critique narrative analysis. 5

6 Reading The key reading for this module is included at the end of this lecture pack. However, if you would like to supplement your reading with other materials there are a lot of options available to you. There are not many books on qualitative data analysis that provide a very detailed overview of the entire field of approaches and issues. Usually, books tend to focus on one or other type of qualitative analysis. If you are thinking of buying a book it is perhaps most useful to think about what type of analysis you are most interested in and to purchase something that deals in a focused way with that. The references at the end of the various units of this module will give you an idea of some of the key texts in the various areas. References Grbich, C. (2006) Qualitative Data Analysis: An introduction. London, Sage Miles, M. and Huberman, A. (1994) Qualitative Data Analysis. Thousand Oaks, Sage Sacks, H. (1992) Lectures on Conversation, Volumes I and II. London, Blackwell Wolcott, H. (1994) Transforming Qualitative Data: Descriptions, analysis and interpretation. London, Sage 6

7 7

8 Module 5 Qualitative Data Analysis Unit 1 Grounded theory by Will Gibson Learning objectives After studying this unit you should be able to: define grounded theory and explain its central procedures and elements explain the difference between the various articulations of grounded theory analytically evaluate the debates related to grounded theory, particularly the divergences within the work of Glaser and Strauss and the constructivist critiques of the approach. Key readings for this unit Grounded theory: objectivist and constructivist methods by C. Charmaz (2000) Introduction and Chapter 5 The constant comparative method of qualitative analysis from The Discovery of Grounded Theory by B. Glaser and A. Strauss (1967) Chapter 1 Introduction (pp.1 7) from Basics of Grounded Theory Analysis by B. Glaser (1992) Introduction A background to grounded theory Grounded theory (GT) is a very influential approach to working with data in qualitative research. Strictly speaking, the approach, as originally formulated by Glaser and Strauss, was not conceptualized as a solely qualitative approach, but it has had a bigger impact on qualitative than on quantitative researchers. Grounded theory originated from the collaborative work of Barney Glaser and Anselm Strauss. Both Glaser and Strauss were sociologists trained in the US, but of very different stock. Strauss had worked in the Symbolic Interactionist tradition at the University of Chicago. Much of Strauss s work, both prior and subsequent to his collaborations with Glaser, display similarities with that perspective. For example, his work on the sociology of work in healthcare settings shows a theoretical concern with the institutional organization of professionalized practice 8

9 a dominant theme in much interactionist work. Barney Glaser studied at the University of Colombia and his work shows some similarities to the functionalist sociology of Robert Merton and Paul Lazarfeld. The details of their backgrounds do not concern you here, but it is useful to bear them in mind because they offer a context for understanding the divergences that Glaser and Strauss took in their later work. It is also important to note that in their writings, particularly in their first grounded theory book, The Discovery of Grounded Theory (1967), the authors frequently refer to sociologists rather than social researchers. This is partly because of their own academic contexts of work, but it should be emphasized from the beginning that their audience is far wider than this restricted readership. One of their first collaborations was on an empirical study of the different levels of awareness that patients in a San Francisco hospital had of their own risks of death, and the ways in which these levels of awareness were interactionally managed by hospital staff. The study focused on the tactics used by nursing staff, family members and other hospital personnel to deal with the patients awareness (or lack of awareness) of their likelihood of dying. Glaser and Strauss were also concerned with the impact of these tactics on the patient, the staff, and the functioning of the institution. This study culminated in the book Awareness of Dying (1965), which formed an empirical basis for Glaser and Strauss s development of grounded theory. Their original articulation of grounded theory in The Discovery of Grounded Theory (which is often referred to as simply Discovery) drew heavily on the work Awareness of Dying. In the Introduction to Discovery, Glaser and Strauss described the main contribution of their new approach to social research work as providing an alternative to the development of theory prior to empirical work. In essence, the authors argued that the hypothetico-deductive model of scientific enquiry, where theoretical problems are specified and then verified through research, was of limited use in the social sciences. Theory, they suggested, was most effective where it helped researchers to understand an empirical context, and should be developed or generated in relation to an understanding of that context, rather than in advance of it. As the authors put it (1967: 3): Our basic position is that generating grounded theory is a way of arriving at theory suited to its supposed uses. We shall contrast this position with theory generated by logical deduction from a priori assumptions. This move to empirically situated or grounded theory development represented, they argued, a radical departure not only from quantitative approaches to social science, but also from qualitative ones. The distinction between the apriori theorizing and grounded theorizing can be demonstrated nicely through Glaser and Strauss s own study, Awareness of Dying. In their research at the San Francisco hospital, the authors did not begin with a theory of how patients awareness was interactionally managed, but developed their theory through detailed empirical work, consisting largely of interviews and observations. It is easy to imagine a different approach, in which they may have begun their study with a theoretical notion that, for example, different pre-specified personality types manage the matter of awareness of death in different ways. A researcher might use their pre-codified and defined personality categories as a means to classify the participants in the study, and to make comparisons between them. In Glaser and Strauss s approach, however, all categories, hypotheses and concepts need to be derived from the examination of data rather than developed prior to research. Theory should be an outcome of data analysis, not a precursor to it. The introduction to Discovery provides a 9

10 detailed description of this apriori/grounded theory distinction. In the remainder of Discovery, and in the various books that they produced afterwards, Glaser and Strauss outline a set of procedures or a methodology for producing theory from data and empirical work. In this respect, grounded theory is a methodology for creating theory through empirical work a methodology that is built on an assumption about how theory ought to function. Key components of grounded theory Constant comparative method The constant comparative method is a key aspect of grounded theory that involves formulating a number of stages to developing theory through data. In Chapter 5 of Discovery, the authors provide a detailed outline of the difference between this approach and other common approaches to qualitative data analysis. The distinction turns on the use of a systematic approach to generating theory through coding and other analytic apparatus, such as hypotheses, memos, theoretical sampling, triangulation, code properties, and so on. I will say something about each of these in turn below. The authors own description of the constant comparative method has become historically important in qualitative research, so rather than trying to summarize it I have provided it as a reading to accompany this unit. Theoretical sampling Theoretical sampling involves the creation of sampling strategies that relate to the emerging theories being created through the interrogation of data. The people included in the study (or the documents to be analysed, the sites of observation, the cases of inclusion) are selected on the basis of their potential relevance to an emerging theory. In their original articulation of grounded theory, a researcher begins a study with quite a loose idea of who to involve in the research, usually based on tacit and lay knowledge. The authors give the example of a study of a hospital, where the researcher uses their basic understanding of the division of labour in the hospital to decide to interview, doctors, nurses, and other key personnel. As the study progresses, and the researcher gains a more nuanced understanding of the hospital, the researcher creates different selection criteria: different concepts to guide the selection of people. The researcher may realize that some of the crude categories that were originally used are not used by the people in the organization (such as administrative staff ), or they may realize that there are more subtle ways in which the people in the organization distinguish between or label personnel that might be useful selection criteria. The implications of this approach to theoretical sensitivity is that analysis must be thoroughly integrated into the collection of data, and is by no means an afterthought. Analysis informs the construction of sampling procedures and of research design more broadly, including the selection of methods, the decisions about how many people to involve, and so on. Hypotheses The concept of hypotheses plays an important role in Glaser and Strauss's (1967) formulation of their approach. A hypothesis is a statement about a theoretical assumption that emerges from the examination of data. Hypotheses 10

11 are also mechanisms for driving the examination of data, for creating new sampling strategies or codes and categories. To give you an example, I am currently involved in an ethnography that is examining the training procedures in a trauma care ward in a London hospital. Trauma care involves close collaboration between specialized healthcare professionals such as anaesthetists, orthopaedic surgeons, nurses, pre-hospital care teams (like ambulance and helicopter crews) and so on. One of the problems that trauma care teams face is that very little formal training is offered on how teams ought to co-operate. Another problem is that participating in the trauma team is, in most cases, only a small part of the professional s role. For example, orthopaedic surgeons only spend about one-third of their time doing trauma work, the rest of their work being dedicated to longer-term care regimes. These two observations emerged quite quickly in our study, and raised a number of hypotheses for the research team. One hypothesis was that there may be a lack of professional commitment to trauma care in particular fields, and that mistakes in care provision may occur as a result of these politicized commitments. This hypothesis was used to select some participants for interview, including some of the personnel who had been mentioned as potentially difficult members of the trauma team. Not all hypotheses turn out to be correct, and it is a normal feature of grounded theory work that researchers may need to re-formulate their hypotheses and related concepts, sampling strategies, codes, and so on in the course of their research. Codes A code is a category that is used to describe some general feature across a data set. Codes are used to examine commonalities across the data set, differences across a data set, and relationships between commonalities and differences. By creating a category, a researcher provides a way of seeing the commonalities across a set of cases. In Chapter 5 of Discovery (1967: 105 6), the authors give an example from their Awareness of Dying study: the category of social loss of dying patients emerged quickly from comparisons of nurses responses to the potential deaths of their patients. Each relevant response involved the nurse s appraisal of the degree of loss that her patient would be in his family, his occupation, or society: He was so young, He was to be a doctor, She had a full life, or what will the children and her husband do without her? Each instance of data that is included in the category fits the description of the category. In the above example, this something in common involves an articulation of social loss. By generating a number of codes, researchers start to create patterns in relation to their data that categorize the data as of this type or of that type. In this way, the researcher specifies not only commonalities, but also differences between the cases in their research. A researcher may realize that some of the people in a given category (say, doctors ) are different from other people in that category because of some concept that has developed from their theory. In our trauma care study, there is clearly a difference between doctors who are highly committed to the trauma team and those who are not. These distinctions have emerged through the examination and coding of data. 11

12 Furthermore, as coding develops, researchers start to explore the relationships between their codes. For example, it is clear that some of our non-committed trauma doctors get their disinterest from the nature of the other teams that they participate in, some of which regard trauma care as uninteresting, not useful for professional development, and unsocial because of the uncertainty of the working hours. These differences emerge through using data codes for motivation, attitude to trauma care and trauma team specializations, and examining the relationship between these. For example, researchers can use qualitative analysis technology to search their codes to see the extent to which two or more codes occur at the same time. Using Boolean search terms (and, not, or, and/or), researchers can create simple and more complex searches of their data and codes and find out the relationships between their codes. The results of these searches can be used to create new codes and new hypotheses for further exploration. Much of the methodological discussion in the various texts associated with grounded theory involves examining the procedures of defining codes and relating them to each other. Properties The notion of properties makes a brief appearance in Discovery but is described in more detail in Strauss s later collaborations with Juliet Corbin. For example, Strauss and Corbin (1987) define a property as some aspect of a code that varies along a scale. The following extended quotation illustrates this idea nicely with reference to a study of drug taking: we might say that one of the properties that differentiates limited experimenting with drugs from hard-core use of drugs is frequency or the number of times a week the person is stoned. We dimensionalize the property frequency by saying that with limited use, the user is stoned only occasionally. If we wanted to qualify or explain the term limited experimenting even further, then we could say that the teen uses drugs and gets stoned only when at a party with other teens at which drugs are readily available and passed around, whereas we might say that the hard-core user is stoned very often, using drugs three to four times a week, either when alone or when with selected others, and seeking out drugs on his or her own rather than having them passed around at a party. This qualifying of a category by specifying its particular properties and dimensions is important because we can begin to formulate patterns along with their variations. For example, we might say, based on frequency of use and the type of drug used, that this situation can be classified into the pattern of limited experimenting with drugs. Perhaps if we do another interview and the patterns of drug use and getting stoned fit neither identified pattern, then the analyst can develop a third pattern such as the recreational use of drugs. Patterns are formed when groups of properties align themselves along various dimensions. (Strauss and Corbin, 1987: 117, original emphasis) Theoretical saturation and theory solidification Theoretical saturation and theory solidification are important aspects of grounded theory that refer to the ways in which a theory takes shape. Solidifying the theory entails the firming up of a theory and its constitutive components (categories, properties and hypotheses). Here, the analyst begins to discard nonrelevant properties and categories and to work with a more stable selection of 12

13 concepts and ideas. A fundamental aspect of this later stage of theory development is that of theory saturation, which refers to the point at which theoretical work (like applying a code category or defining a property) routinely produces the same results or conclusions. For example, where a researcher stops producing new categories, and stops modifying their categories in the light of new data (because the existing categories are well defined, sufficient, and suitable to new instances), then the researcher may be said to have reached theoretical saturation. Writing Glaser and Strauss s articulation of writing is quite distinct from other descriptions of the writing process in qualitative social research. In many constructivist approaches the writing process and writing up are very much intertwined. Writing is an aspect of the development of ideas, and there is no clear boundary between the working out of ideas on paper and writing up. Through writing, researchers may discover new theories and ideas. In principle, grounded theory accepts this premise, but suggests that all ideas should be very well developed and empirically worked through before writing up is undertaken. Writing up should be about simply putting the worked-out ideas on paper, and not about creating anything new. Debates and dilemmas in grounded theory As you have seen, one of the key and defining features of grounded theory is the emphasis on generating theory through research rather than prior to research. One of the strongest examples of this view in Glaser and Strauss s work (both in their early work and in their subsequent divergent writings) is in terms of the uses of literature. For example, Strauss and Corbin make a distinction between technical literature and non-technical literature, the former referring to published academic work like books and journal articles and the latter to diaries, documents, reports etc. As with Glaser and Strauss (1967) and Glaser (1978, 1992), Strauss and Corbin (1987) argue that for the purposes of grounded theory it is best to avoid using literature to generate theoretical or conceptual ideas that can be pursued in relation to the research. In a particularly telling statement (Strauss and Corbin, 1990: 49) they argue that: if you begin with a list of already identified variables (categories), they may and are indeed very likely to get in the way of discovery. Also, in grounded theory studies, you want to explain phenomena in light of the theoretical framework that evolves during the research itself; thus, you do not want to be constrained by having to adhere to a previously developed theory that may or may not apply to the area under investigation. However, both Glaser and Strauss (1967) and Strauss and Corbin (1987) also argue that it may be useful to use literature subsequently to compare the categories that the research has generated with other research in the field see Goulding (2002) on this point. In this respect then, literature may be a good way of generating ideas in subsequent analytic stages, but not in the first instance. A strong criticism that has been levelled at this aspect of grounded theory is that it represents something of a disingenuous view of how research typically proceeds. Goulding, for example, argues that Glaser and Strauss s characterization of their research as closed off from apriori formulation belies the 13

14 level of their research knowledge and their prior professional experience. Further, since the authors do not preclude the use of externally derived concepts at other stages of the research, their insistence on avoiding them at the earlier stages seems a little strange. If external ideas can drive research later, why not let it drive it earlier? Surely the effect is, in the end, the same? The charge of positivism This critique of a touch of disingenuousness in grounded theory is a part of a wider critique of the approach as representing some clear positivistic tendencies. The notions of discovering theory in some objective fashion, the aims of unbiased data collection, and of trying to find some external objective reality have been strongly problematized by those who have adopted more interpretivist stances in the qualitative social sciences, such as Charmaz (2000: 509). Glaser has responded in characteristically robust fashion in the open-access journal Forum Qualitative Sozialforschung (FQS) (Glaser, 2002), where he takes substantial issue with the constructivist position. The divergence between Glaser and Strauss As I noted in the introduction to this unit, Glaser and Strauss later parted company in quite a dramatic fashion. Strauss s collaborations with Juliet Corbin were interpreted by Glaser as involving a radical departure from the initial formulations of grounded theory. Glaser s vitriolic response to this perceived shift is a rare example of gloves-off discourse in academia and, because of this, I have included it as another short, key reading for this unit. This reading articulates a tough response to Strauss and Corbin s work, and one that outlines nicely some of the differences between the authors later work. Concluding remarks: grounded theory, grounded theory, and grounded theory It should be clear from the discussion you have read in this unit that grounded theory is far from a unified approach. The divergences between Glaser and Strauss own work, and the ways in which other grounded theory contributors have worked through these debates and their fit with other qualitative approaches, have created a complex network of articulations of the approach. Furthermore, the term grounded theory is, in some instances, used in a very imprecise way, and can refers to nothing much more than the undertaking of qualitative research. When some researchers refer to grounded theory they mean something like qualitative research or data analysis. This looseness and slippage of the term can make it very difficult for researchers to understand what grounded theory really is, both in general and in specific instances of its application. Through this unit and its associated readings, you should become knowledgeable of the subtle variations in approach, and equipped to make your own judgements about the particular claims being made when researchers refer to their work as involving grounded theory. 14

15 References Charmaz, C. (2000) Grounded theory: objectivist and constructivist methods in Denzin, N. and Lincoln, Y. Handbook of Qualitative Research (2nd edn), London, Sage. Glaser, B. (1978) Theoretical Sensitivity: Advances in the methodology of grounded theory. Mill Valley, CA, Sociology Press Glaser, B. (1992) Basics of Grounded Theory Analysis. Mill Valley, CA, Sociology Press Glaser, B.G. (2002) Constructivist grounded theory?, Forum Qualitative Sozialforschung/Forum: Qualitative Social Research 3(3), Art. 12. Available at: (accessed October 2008) Glaser, B. and Strauss, A. (1965) Awareness of Dying. Chicago, Aldine Glaser, B. and Strauss, A. (1967) The Discovery of Grounded Theory: Strategies for qualitative research. Mill Valley, CA, Sociology Press Goulding, C. (2002) Grounded Theory: A practical guide for management, business, and market research. London, Sage Strauss, A. and Corbin, J. (1987) Basics of Qualitative Research: Techniques and procedures for developing grounded theory. London, Sage Strauss, A. and Corbin, J. (1990) Basics of Qualitative Research: Grounded theory procedures and techniques. London, Sage 15

Grounded Theory. 1 Introduction... 1. 2 Applications of grounded theory... 1. 3 Outline of the design... 2

Grounded Theory. 1 Introduction... 1. 2 Applications of grounded theory... 1. 3 Outline of the design... 2 Grounded Theory Contents 1 Introduction... 1 2 Applications of grounded theory... 1 3 Outline of the design... 2 4 Strengths and weaknesses of grounded theory... 6 5 References... 6 1 Introduction This

More information

Analysing Interview Data

Analysing Interview Data Analysing Interview Data Dr Maria de Hoyos & Dr Sally-Anne Barnes Warwick Institute for Employment Research 15 February 2012 Show of hands Aims of the session To reflect on the nature and purpose of interviews

More information

What is Grounded Theory? Dr Lynn Calman Research Fellow School of Nursing, Midwifery and Social Work

What is Grounded Theory? Dr Lynn Calman Research Fellow School of Nursing, Midwifery and Social Work What is Grounded Theory? Dr Lynn Calman Research Fellow School of Nursing, Midwifery and Social Work Grounded theory The aim of grounded theory is: to generate or discover a theory (Glaser and Strauss,

More information

QUALITATIVE RESEARCH. [Adapted from a presentation by Jan Anderson, University of Teesside, UK]

QUALITATIVE RESEARCH. [Adapted from a presentation by Jan Anderson, University of Teesside, UK] QUALITATIVE RESEARCH [Adapted from a presentation by Jan Anderson, University of Teesside, UK] QUALITATIVE RESEARCH There have been many debates around what actually constitutes qualitative research whether

More information

The Relevance of Glaserian and Straussian Grounded Theory Approaches in Researching Human Resource Development

The Relevance of Glaserian and Straussian Grounded Theory Approaches in Researching Human Resource Development 2011 International Conference on Financial Management and Economics IPEDR vol.11 (2011) (2011) IACSIT Press, Singapore The Relevance of Glaserian and Straussian Grounded Theory Approaches in Researching

More information

DYNAMIC SUPPLY CHAIN MANAGEMENT: APPLYING THE QUALITATIVE DATA ANALYSIS SOFTWARE

DYNAMIC SUPPLY CHAIN MANAGEMENT: APPLYING THE QUALITATIVE DATA ANALYSIS SOFTWARE DYNAMIC SUPPLY CHAIN MANAGEMENT: APPLYING THE QUALITATIVE DATA ANALYSIS SOFTWARE Shatina Saad 1, Zulkifli Mohamed Udin 2 and Norlena Hasnan 3 1 Faculty of Business Management, University Technology MARA,

More information

What Are Standards Of Rigor For Qualitative Research? Gery W. Ryan RAND Corporation

What Are Standards Of Rigor For Qualitative Research? Gery W. Ryan RAND Corporation What Are Standards Of Rigor For Qualitative Research? Gery W. Ryan RAND Corporation In anticipation of spending two days discussing the question above, I think it would be helpful to make explicit some

More information

Appraising qualitative research articles in medicine and medical education

Appraising qualitative research articles in medicine and medical education Medical Teacher, Vol. 27, No. 1, 2005, pp. 71 75 Appraising qualitative research articles in medicine and medical education LUC CÔTÉ & JEAN TURGEON Department of Family Medicine, Faculty of Medicine, Laval

More information

USING NVIVO FOR DATA ANALYSIS IN QUALITATIVE RESEARCH AlYahmady Hamed Hilal Saleh Said Alabri Ministry of Education, Sultanate of Oman

USING NVIVO FOR DATA ANALYSIS IN QUALITATIVE RESEARCH AlYahmady Hamed Hilal Saleh Said Alabri Ministry of Education, Sultanate of Oman USING NVIVO FOR DATA ANALYSIS IN QUALITATIVE RESEARCH AlYahmady Hamed Hilal Saleh Said Alabri Ministry of Education, Sultanate of Oman ABSTRACT _ Qualitative data is characterized by its subjectivity,

More information

Research Methods: Qualitative Approach

Research Methods: Qualitative Approach Research Methods: Qualitative Approach Sharon E. McKenzie, PhD, MS, CTRS, CDP Assistant Professor/Research Scientist Coordinator Gerontology Certificate Program Kean University Dept. of Physical Education,

More information

Choosing a CAQDAS Package Using Software for Qualitative Data Analysis : A step by step Guide

Choosing a CAQDAS Package Using Software for Qualitative Data Analysis : A step by step Guide A working paper by Ann Lewins & Christina Silver, 6th edition April 2009 CAQDAS Networking Project and Qualitative Innovations in CAQDAS Project. (QUIC) See also the individual software reviews available

More information

CHAPTER THREE: METHODOLOGY. 3.1. Introduction. emerging markets can successfully organize activities related to event marketing.

CHAPTER THREE: METHODOLOGY. 3.1. Introduction. emerging markets can successfully organize activities related to event marketing. Event Marketing in IMC 44 CHAPTER THREE: METHODOLOGY 3.1. Introduction The overall purpose of this project was to demonstrate how companies operating in emerging markets can successfully organize activities

More information

Interview studies. 1 Introduction... 1. 2 Applications of interview study designs... 2. 3 Outline of the design... 3

Interview studies. 1 Introduction... 1. 2 Applications of interview study designs... 2. 3 Outline of the design... 3 Interview studies Contents 1 Introduction... 1 2 Applications of interview study designs... 2 3 Outline of the design... 3 4 Strengths and weaknesses of interview study designs... 6 5 References... 7 1

More information

Analysing Qualitative Data

Analysing Qualitative Data Analysing Qualitative Data Workshop Professor Debra Myhill Philosophical Assumptions It is important to think about the philosophical assumptions that underpin the interpretation of all data. Your ontological

More information

Qualitative Data Analysis Week 8 Andre S amuel Samuel

Qualitative Data Analysis Week 8 Andre S amuel Samuel Qualitative Data Analysis Week 8 Andre Samuel Introduction Qualitative research generates a large and cumbersome amount of data Data is usually yg generated from field notes, interview transcripts, focus

More information

What are research, evaluation and audit?

What are research, evaluation and audit? 1 What are research, evaluation and audit? Barbara Sen, Maria J. Grant and Hannah Spring I don t do research. I don t have the time. I am too busy with the day to day running of the library. I do evaluations

More information

Grounded Theory and Qualitative Research

Grounded Theory and Qualitative Research Grounded Theory and Qualitative Research DEBORAH R. DILLON What Is Grounded Theory? Grounded theory (GT) is a term used by many researchers to describe a general method of developing theoretical constructs

More information

QUALITATIVE RESEARCH DESIGNS: A CONCEPTUAL FRAMEWORK

QUALITATIVE RESEARCH DESIGNS: A CONCEPTUAL FRAMEWORK QUALITATIVE RESEARCH DESIGNS: A CONCEPTUAL FRAMEWORK DR. PRASHANT KUMAR ASTALIN Department of education, DDE, Madurai kamaraj university, Madurai-625021, india. Abstract The design of qualitative research

More information

USAGE OF NVIVO SOFTWARE FOR QUALITATIVE DATA ANALYSIS

USAGE OF NVIVO SOFTWARE FOR QUALITATIVE DATA ANALYSIS USAGE OF NVIVO SOFTWARE FOR QUALITATIVE DATA ANALYSIS Muhammad Azeem Assessment Expert, PEAS University of Education, Lahore PAKISTAN knowledge_jhumra@yahoo.com Naseer Ahmad Salfi Doctoral Research Fellow

More information

SSS 955 ADVANCED QUALITATIVE RESEARCH METHODOLOGIES

SSS 955 ADVANCED QUALITATIVE RESEARCH METHODOLOGIES THE CATHOLIC UNIVERSITY OF AMERICA CUA National Catholic School of Social Service Washington, DC 20064 202-319-5458 Fax 202-319-5093 SSS 955 ADVANCED QUALITATIVE RESEARCH METHODOLOGIES I. COURSE PURPOSE

More information

The Conditional Relationship Guide and Reflective Coding Matrix - A Review

The Conditional Relationship Guide and Reflective Coding Matrix - A Review Article Clarifying Analysis and Interpretation in Grounded Theory: Using a Conditional Relationship Guide and Reflective Coding Matrix Karen Wilson Scott, PhD State University Idaho, USA Dana Howell, PhD,

More information

Qualitative Data Analysis. Mary Cassatt: The Sisters, 1885

Qualitative Data Analysis. Mary Cassatt: The Sisters, 1885 Qualitative Data Analysis Mary Cassatt: The Sisters, 1885 Quantitative and Qualitative Some Definitions Quantitative data are observations coded in numerical format. Qualitative data are observations coded

More information

From sampling and choosing cases to analysis in qualitative research

From sampling and choosing cases to analysis in qualitative research From sampling and choosing cases to analysis in qualitative research Nick Emmel Thinking Critically About Analysis Overview A brief history of sampling in qualitative research Some key lessons for sampling

More information

Modernization of Library and Information Science Education through the Enhancement of Intercultural Communication

Modernization of Library and Information Science Education through the Enhancement of Intercultural Communication Qualitative and Quantitative Methods in Libraries (QQML) 4: 359 364, 2013 Modernization of Library and Information Science Education through the Enhancement of Intercultural Communication Sirje Virkus

More information

Qualitative research: An overview and general issues by Stephanie Tierney (stephanie.tierney@manchester.ac.uk)

Qualitative research: An overview and general issues by Stephanie Tierney (stephanie.tierney@manchester.ac.uk) Qualitative research: An overview and general issues by Stephanie Tierney (stephanie.tierney@manchester.ac.uk) Enquiry into service users opinions has been denoted as an important area to examine because

More information

On the attributes of a critical literature review. Saunders, Mark N. K. 1 & Rojon, Céline 2. United Kingdom.

On the attributes of a critical literature review. Saunders, Mark N. K. 1 & Rojon, Céline 2. United Kingdom. On the attributes of a critical literature review Saunders, Mark N. K. 1 & Rojon, Céline 2 1 School of Management, University of Surrey, Guildford, GU2 7XH, United Kingdom; 2 Department of Psychology &

More information

Introduction. Michael Grenfell and Frédéric Lebaron

Introduction. Michael Grenfell and Frédéric Lebaron Michael Grenfell and Frédéric Lebaron Introduction Interest in the work of the French social theorist, Pierre Bourdieu, has continued to grow since his untimely death in 2002. At this time, Bourdieu had

More information

MA Knowledge and Interaction in Online Environments

MA Knowledge and Interaction in Online Environments MA Knowledge and Interaction in Online Environments A new, fully online course for professionals in online education, communication and information to be launched in October 2009 What is this course about?

More information

Using Case Studies in Research

Using Case Studies in Research Biographical Note Professor Jennifer Rowley can be contacted at the School of Management and Social Sciences, Edge Hill College of Higher Education, Ormskirk, Lancashire, England L39 4QP. by Jennifer Rowley

More information

Assessment: Getting Started with Interviewing Dave Baca, PhD University of Arizona ALA Annual 2006 Why Interview? When interpersonal contact is important When you need more in-depth data When you need

More information

Identifying Risk Factors for Suicide and Barriers to Behavioral Health Care in Military Populations Using Focus Groups

Identifying Risk Factors for Suicide and Barriers to Behavioral Health Care in Military Populations Using Focus Groups Identifying Risk Factors for Suicide and Barriers to Behavioral Health Care in Military Populations Using Focus Groups Christine Lagana-Riordan, PhD, LCSW-C Shelley Schmissrauter, MPH Alexis Bender, PhD

More information

Chapter 1 Introduction to the Study

Chapter 1 Introduction to the Study ` Chapter 1 Introduction to the Study 1.1. Introduction The convergence of computer and communications technologies of the late 20th century has profoundly affected information creation, distribution,

More information

Developing an R Series Plan that Incorporates Mixed Methods Research

Developing an R Series Plan that Incorporates Mixed Methods Research Developing an R Series Plan that Incorporates Mixed Methods Research / 16 Developing an R Series Plan that Incorporates Mixed Methods Research primary mechanism for obtaining NIH grants to conduct mixed

More information

Fundamentals of Qualitative Research. Joan LaFrance AIHEC NARCH Meeting Dinѐ College June 25, 2015

Fundamentals of Qualitative Research. Joan LaFrance AIHEC NARCH Meeting Dinѐ College June 25, 2015 Fundamentals of Qualitative Research Joan LaFrance AIHEC NARCH Meeting Dinѐ College June 25, 2015 What is Qualitative Research The meaning is socially constructed by individuals in their interaction with

More information

Use of Grounded Theory in Information Systems Area: An Exploratory Analysis

Use of Grounded Theory in Information Systems Area: An Exploratory Analysis Use of Grounded Theory in Information Systems Area: An Exploratory Analysis Use of Grounded Theory in Information Systems Area: An Exploratory Analysis José Esteves. Universidad Politécnica de Catalunya,

More information

ANALYSIS OF FOCUS GROUP DATA

ANALYSIS OF FOCUS GROUP DATA ANALYSIS OF FOCUS GROUP DATA Focus Groups generate a large amount of data which needs to be organized and processed so that the main ideas are elicited. The first step is transcribing the FGs in a way

More information

Principles of Qualitative Research: Designing a Qualitative Study

Principles of Qualitative Research: Designing a Qualitative Study Principles of Qualitative Research: Designing a Qualitative Study John W. Creswell, Ph.D. Vicki L. Plano Clark, M.S. Objectives As a group activity, to plan a qualitative study on the topic of leadership

More information

Assessing Online Asynchronous Discussion in Online Courses: An Empirical Study

Assessing Online Asynchronous Discussion in Online Courses: An Empirical Study Assessing Online Asynchronous Discussion in Online Courses: An Empirical Study Shijuan Liu Department of Instructional Systems Technology Indiana University Bloomington, Indiana, USA shijliu@indiana.edu

More information

How to write your research proposal

How to write your research proposal How to write your research proposal by Maria Joyce, Lecturer, Faculty of Health and Social Care, University of Hull June 2004 The writing of a research proposal is generally understood to be a part of

More information

The Analysis of Qualitative Data Jane F. Gilgun University of Minnesota, Twin Cities jgilgun@umn.edu March 2004 Revised March 2007

The Analysis of Qualitative Data Jane F. Gilgun University of Minnesota, Twin Cities jgilgun@umn.edu March 2004 Revised March 2007 The Analysis of Qualitative Data Jane F. Gilgun University of Minnesota, Twin Cities jgilgun@umn.edu March 2004 Revised March 2007 Learning how to analyze qualitative data is on-going. Those who are just

More information

Qualitative Research Methods CRIM 7316 Advanced Topics in Criminal Justice Spring 2016

Qualitative Research Methods CRIM 7316 Advanced Topics in Criminal Justice Spring 2016 Qualitative Research Methods CRIM 7316 Advanced Topics in Criminal Justice Spring 2016 Meeting Times & Location: Wednesday 5:30-8:00 Room 301 Churchill Hall Contact Information: Office Hours: Required

More information

Computer-Assisted Qualitative Data Analysis (CAQDAS) and the Internet Digital Social Research: Methods Options - Group B

Computer-Assisted Qualitative Data Analysis (CAQDAS) and the Internet Digital Social Research: Methods Options - Group B Computer-Assisted Qualitative Data Analysis (CAQDAS) and the Internet Digital Social Research: Methods Options - Group B Academic Year: 2015-16, Hilary Term Day and time: Weeks 6-9, Mondays 11:30-1:30

More information

School of Advanced Studies Doctor Of Education In Educational Leadership With A Specialization In Educational Technology. EDD/ET 003 Requirements

School of Advanced Studies Doctor Of Education In Educational Leadership With A Specialization In Educational Technology. EDD/ET 003 Requirements School of Advanced Studies Doctor Of Education In Educational Leadership With A Specialization In Educational Technology The mission of the Doctor of Education in Educational Leadership degree program

More information

QUALITATIVE DATA ANALYSIS (QDA)

QUALITATIVE DATA ANALYSIS (QDA) QUALITATIVE DATA ANALYSIS (QDA) Division for Postgraduate Studies (DPGS) Post-graduate Enrolment and Throughput Program (PET) Dr. Christopher E. Sunday (PhD) Overview 1 Qualitative Research 2 Qualitative

More information

Methodology in Social Psychology. Logics of inquiry

Methodology in Social Psychology. Logics of inquiry Methodology in Social Psychology Logics of inquiry How to carry out scientific research given our understanding of the nature of knowledge. Philosophy of Science clarifies why experimental, scientific

More information

Qualitative data acquisition methods (e.g. Interviews and observations) -.

Qualitative data acquisition methods (e.g. Interviews and observations) -. Qualitative data acquisition methods (e.g. Interviews and observations) -. Qualitative data acquisition methods (e.g. Interviews and observations) ( version 0.9, 1/4/05 ) Code: data-quali Daniel K. Schneider,

More information

Dissertation Concept Paper. Timothy M. Eklin. Antioch University. Ph.D. in Leadership and Change Program. Submitted. March 2, 2011

Dissertation Concept Paper. Timothy M. Eklin. Antioch University. Ph.D. in Leadership and Change Program. Submitted. March 2, 2011 Running head: DISSERTATION CONCEPT PAPER 1 Dissertation Concept Paper Timothy M. Eklin Antioch University Ph.D. in Leadership and Change Program Submitted March 2, 2011 DISSERTATION CONCEPT PAPER 2 Dissertation

More information

USING CONCEPT MAPS IN QUALITATIVE RESEARCH

USING CONCEPT MAPS IN QUALITATIVE RESEARCH Concept Maps: Theory, Methodology, Technology Proc. the First Int. Conference on Concept Mapping Pamplona, Spain 2004 USING CONCEPT MAPS IN QUALITATIVE RESEARCH Barbara J. Daley, University Wisconsin Milwaukee

More information

EARNING EXPECTED BENEFITS OF ERP FOR INSURANCE ORGANIZATIONS IN SRI LANKA: IMPLEMENTATION PERSPECTIVE

EARNING EXPECTED BENEFITS OF ERP FOR INSURANCE ORGANIZATIONS IN SRI LANKA: IMPLEMENTATION PERSPECTIVE EARNING EXPECTED BENEFITS OF ERP FOR INSURANCE ORGANIZATIONS IN SRI LANKA: IMPLEMENTATION PERSPECTIVE Srimantha Ratnapriya Atulugama Computer Science and Engineering Department, University of Moratuwa

More information

For participants/students in MPH, other health education programs, researchers and other interested health professionals.

For participants/students in MPH, other health education programs, researchers and other interested health professionals. QUALITATIVE RESEARCH METHDOLOGY Module Outline Code: QRM ( ) Duration: 1 week The module will comprise a total of thirty hours teaching. Credits: 3 Description: The Qualitative research method module is

More information

CAQDAS past, present and future: A comparison of reporting practices in the use of ATLAS.ti and NVivo

CAQDAS past, present and future: A comparison of reporting practices in the use of ATLAS.ti and NVivo CAQDAS past, present and future: A comparison of reporting practices in the use of ATLAS.ti and NVivo Megan Woods Tasmanian School of Business & Economics, University of Tasmania Trena Paulus Educational

More information

Computer Assisted Qualitative Data Analysis Software (CAQDAS) Atlas.ti: Enhancing qualitative data analysis and findings

Computer Assisted Qualitative Data Analysis Software (CAQDAS) Atlas.ti: Enhancing qualitative data analysis and findings Computer Assisted Qualitative Data Analysis Software (CAQDAS) Atlas.ti: Enhancing qualitative data analysis and findings by Teri Richter, Researcher In research and particularly evaluation, we aim to make

More information

Qualitative Data Analysis

Qualitative Data Analysis Qualitative Data Analysis Module No POLS 305 Level 5 Credits 5 Pre-requisite Social Science Research Methods Student study hours Module leader Email Phone Number Office 60 hrs approx. 20 hrs lecture and

More information

PhD in Information Studies Goals

PhD in Information Studies Goals PhD in Information Studies Goals The goals of the PhD Program in Information Studies are to produce highly qualified graduates for careers in research, teaching, and leadership in the field; to contribute

More information

Interview methods for what purpose? Interviewing for research and analysing qualitative data: An overview (revised May, 2011) The interview method

Interview methods for what purpose? Interviewing for research and analysing qualitative data: An overview (revised May, 2011) The interview method Interviewing for research and analysing qualitative data: An overview (revised May, 2011) The interview method is a conversation with a purpose Martin Woods School of Health & Social Services Massey University

More information

Quality in qualitative research

Quality in qualitative research Quality in qualitative research October 31st Feedback on your revised research proposals. Continuation of discussion on generalizations. Presentation by Lars, Renate and Jan (Group 6) on "evaluating case

More information

Timescapes Methods Guides Series 2012 Guide No. 17

Timescapes Methods Guides Series 2012 Guide No. 17 Introduction... The archiving, sharing and re-use of research data is a growing part of research culture in the UK, and is central to the Timescapes Initiative. Advances made in these fields under Timescapes

More information

Overall Module Pass Mark if other than 40% (subject to approval) %

Overall Module Pass Mark if other than 40% (subject to approval) % MODULE TITLE QUALITATIVE RESEARCH 1 MODULE LEVEL 7 MODULE CREDIT POINTS 15 SI MODULE CODE 24-7011-00S MODULE JACS CODE L300 SUBJECT GROUP Sociology, Politics and Policy MODULE DELIVERY PATTERN ( as applicable

More information

Teaching Beliefs of Graduate Students in Adult Education: A Longitudinal Perspective

Teaching Beliefs of Graduate Students in Adult Education: A Longitudinal Perspective Teaching Beliefs of Graduate Students in Adult Education: A Longitudinal Perspective Edward W. Taylor Penn State University Capital College, USA Abstract This longitudinal study explores the influence

More information

Using Grounded Theory in Writing Assessment

Using Grounded Theory in Writing Assessment Using Grounded Theory in Writing Assessment todd migliaccio and dan melzer california state university, sacramento in What We Really Value: Beyond Rubrics in Teaching and Assessing Writing, Bob Broad (2003)

More information

Grounded Theory in Medical Education Research

Grounded Theory in Medical Education Research Tavakol M, Torabi S, Zeinaloo AA. Grounded theory in medical Grounded Theory in Medical Education Research Mohsen Tavakol, PhD *, Sima Torabi, PhD, Ali Akbar Zeinaloo, MD * * Educational Development Centre,

More information

Job Design from an Alternative Perspective

Job Design from an Alternative Perspective Job Design from an Alternative Perspective Paula W. Potter Western Kentucky University Abstract The purpose of this paper is to explore a theoretical aspect of job design in a way that departs from the

More information

DOCTOR OF BUSINESS ADMINISTRATION POLICY

DOCTOR OF BUSINESS ADMINISTRATION POLICY DOCTOR OF BUSINESS ADMINISTRATION POLICY Section 1 Purpose and Content (1) This document outlines the specific course requirements of the Doctor of Business Administration (DBA) at the University of Western

More information

ADVANCED QUALITATIVE RESEARCH METHODS 7KNIP041. Level: 7KNIP041 M. Credits: Module leader. Dr. Janet Anderson. Tel: 020 7848 3788

ADVANCED QUALITATIVE RESEARCH METHODS 7KNIP041. Level: 7KNIP041 M. Credits: Module leader. Dr. Janet Anderson. Tel: 020 7848 3788 ADVANCED QUALITATIVE RESEARCH METHODS 7KNIP041 Level: 7KNIP041 M Credits: 30 Module leader Dr. Janet Anderson Tel: 020 7848 3788 Email: janet.anderson@kcl.ac.uk Teaching staff Dr Sarah Donetto Dr. Trish

More information

Comparison of Research Designs Template

Comparison of Research Designs Template Comparison of Comparison of The following seven tables provide an annotated template to guide you through the comparison of research designs assignment in this course. These tables help you organize your

More information

Methods in Case Study Analysis

Methods in Case Study Analysis Methods in Case Study Analysis Linda T. Kohn, Ph.D. The Center for Studying Health System Change Technical Publication No. 2 June 1997 Methods in Case Study Analysis Linda T. Kohn, Ph.D. The Center for

More information

London School of Commerce. Programme Specification for the. Cardiff Metropolitan University. Bachelor of Arts (Hons) in Business Studies

London School of Commerce. Programme Specification for the. Cardiff Metropolitan University. Bachelor of Arts (Hons) in Business Studies London School of Commerce Programme Specification for the Cardiff Metropolitan University Bachelor of Arts (Hons) in Business Studies 1 Contents Page 1. Aims and Objectives 3 2. Programme Learning Outcomes

More information

PROGRAMMME SPECIFICATION FOR MA in LEADERSHIP AND MANAGEMENT (HEALTH AND SOCIAL CARE SERVICES)

PROGRAMMME SPECIFICATION FOR MA in LEADERSHIP AND MANAGEMENT (HEALTH AND SOCIAL CARE SERVICES) PROGRAMMME SPECIFICATION FOR MA in LEADERSHIP AND MANAGEMENT (HEALTH AND SOCIAL CARE SERVICES) MA in LEADERSHIP AND MANAGEMENT (HEALTH AND SOCIAL CARE SERVICES) 1. Award 2. Route Management (Health and

More information

Improving Traceability of Requirements Through Qualitative Data Analysis

Improving Traceability of Requirements Through Qualitative Data Analysis Improving Traceability of Requirements Through Qualitative Data Analysis Andreas Kaufmann, Dirk Riehle Open Source Research Group, Computer Science Department Friedrich-Alexander University Erlangen Nürnberg

More information

Qualitative Research Method: Grounded Theory

Qualitative Research Method: Grounded Theory International Journal of Business and Management; Vol. 9, No. 11; 2014 ISSN 1833-3850 E-ISSN 1833-8119 Published by Canadian Center of Science and Education Qualitative Research Method: Grounded Theory

More information

How to gather and evaluate information

How to gather and evaluate information 09 May 2016 How to gather and evaluate information Chartered Institute of Internal Auditors Information is central to the role of an internal auditor. Gathering and evaluating information is the basic

More information

Qualitative Research. A primer. Developed by: Vicki L. Wise, Ph.D. Portland State University

Qualitative Research. A primer. Developed by: Vicki L. Wise, Ph.D. Portland State University Qualitative Research A primer Developed by: Vicki L. Wise, Ph.D. Portland State University Overview In this session, we will investigate qualitative research methods. At the end, I am hopeful that you

More information

Introduction to quantitative research

Introduction to quantitative research 8725 AR.qxd 25/08/2010 16:36 Page 1 1 Introduction to quantitative research 1.1. What is quantitative research? Research methods in education (and the other social sciences) are often divided into two

More information

ASSOCIATED STUDY MATERIALS

ASSOCIATED STUDY MATERIALS Prepared for the Course Team by Martyn Hammersley CONTENTS Associated study materials 1 Introduction 2 Case studies and surveys 3 Case studies and experiments 4 Conclusion References Acknowledgements 1

More information

University of Macau Department of History. Guidelines for Writing a BA Senior Thesis

University of Macau Department of History. Guidelines for Writing a BA Senior Thesis University of Macau Department of History Guidelines for Writing a BA Senior Thesis In order to complete the requirements of the BA programme in History at the University of Macau, each senior student

More information

PROGRAMME SPECIFICATION MSc Developmental and Educational Psychology. Teaching Institutions: UCL Institute of Education

PROGRAMME SPECIFICATION MSc Developmental and Educational Psychology. Teaching Institutions: UCL Institute of Education PROGRAMME SPECIFICATION MSc Developmental and Educational Psychology Awarding body: University College London Teaching Institutions: UCL Institute of Education Name of final award: Master of Science (MSc)

More information

Syllabus EDRS 812: Qualitative Methods in Educational Research George Mason University Spring 2004. Course Goals

Syllabus EDRS 812: Qualitative Methods in Educational Research George Mason University Spring 2004. Course Goals Syllabus EDRS 812: Qualitative Methods in Educational Research George Mason University Spring 2004 Instructor: Jenny Gordon Office: Robinson A 322 Office hours: By appointment Phone: 703-993-3794 Email:

More information

Complementary perspectives in the value chain on ERP system implementation

Complementary perspectives in the value chain on ERP system implementation Complementary perspectives in the value chain on ERP system implementation Philip Holst, ph.caict@cbs.dk, Center for Applied ICT (CAICT), CBS Janni Nielsen, jn.caict@cbs.dk, Center for Applied ICT (CAICT),

More information

Juliet Corbin and Anselm Strauss. Basics of Qualitative Research: Grounded Theory Procedures and Techniques 3 rd edition (Sage 2008)

Juliet Corbin and Anselm Strauss. Basics of Qualitative Research: Grounded Theory Procedures and Techniques 3 rd edition (Sage 2008) Qualitative Data Analysis PP&D U213 MGMT 291 POLSCI 273 SOCIOL 223 Winter term, 2009 Time: Friday, 9:30a - 12:20p Location: Social Ecology I Room 200 Professor Martha S. Feldman feldmanm@uci.edu Office:

More information

LONDON SCHOOL OF COMMERCE. Programme Specifications for the. Cardiff Metropolitan University. MSc in International Hospitality Management

LONDON SCHOOL OF COMMERCE. Programme Specifications for the. Cardiff Metropolitan University. MSc in International Hospitality Management LONDON SCHOOL OF COMMERCE Programme Specifications for the Cardiff Metropolitan University MSc in International Hospitality Management 1 Contents Programme Aims and Objectives 3 Programme Learning Outcomes

More information

Qualitative methods for analyzing process data. How do we research processes? But then what? Process data (after Mintzberg, 1979)

Qualitative methods for analyzing process data. How do we research processes? But then what? Process data (after Mintzberg, 1979) Qualitative methods for analyzing process data Ann Langley, HEC Montréal AOM PDW, Atlanta Saturday August 12th 2006 How do we research processes? Simple answer: we go out and look Observations in vivo

More information

PhD by Published or Creative Work Handbook 2015-16

PhD by Published or Creative Work Handbook 2015-16 PhD by Published or Creative Work Handbook 2015-16 This handbook is for advice and guidance only and is not a substitute for the Research Degree Regulatory Framework. In case of any conflict these formal

More information

WRITING ACROSS THE CURRICULUM Writing about Film

WRITING ACROSS THE CURRICULUM Writing about Film WRITING ACROSS THE CURRICULUM Writing about Film From movie reviews, to film history, to criticism, to technical analysis of cinematic technique, writing is one of the best ways to respond to film. Writing

More information

Inductive theory generation: A grounded approach to business inquiry

Inductive theory generation: A grounded approach to business inquiry Inductive theory generation: A grounded approach to business inquiry Dr. David Douglas, Business School, Staffordshire University, UK. d.j.douglas@staffs.ac.uk Abstract: Grounded theory has frequently

More information

Using NVivo to Analyze Qualitative Data. Anette M. DeNardo, Ed.D. California University of Pennsylvania. Lisa Lopez Levers, Ph.D. Duquesne University

Using NVivo to Analyze Qualitative Data. Anette M. DeNardo, Ed.D. California University of Pennsylvania. Lisa Lopez Levers, Ph.D. Duquesne University 1 Using NVivo to Analyze Qualitative Data Anette M. DeNardo, Ed.D. California University of Pennsylvania Lisa Lopez Levers, Ph.D. Duquesne University Abstract Analyzing data gathered by qualitative means

More information

MRes Psychological Research Methods

MRes Psychological Research Methods MRes Psychological Research Methods Module list Modules may include: Advanced Experimentation and Statistics (One) Advanced Experimentation and Statistics One examines the theoretical and philosophical

More information

Revision. AS Sociology. Sociological Methods. The relationship between Positivism, Interpretivism and sociological research methods.

Revision. AS Sociology. Sociological Methods. The relationship between Positivism, Interpretivism and sociological research methods. AS Sociology Revision Sociological The relationship between Positivism, Interpretivism and sociological research methods. Chris. Livesey 2006: www.sociology.org.uk Methodology Positivism Positivism means

More information

2 Computer Science and Information Systems Research Projects

2 Computer Science and Information Systems Research Projects 2 Computer Science and Information Systems Research Projects This book outlines a general process for carrying out thesis projects, and it embraces the following components as fundamentally important:

More information

This Module goes from 9/30 (10/2) 10/13 (10/15) MODULE 3 QUALITATIVE RESEARCH TOPIC 1. **Essential Questions**

This Module goes from 9/30 (10/2) 10/13 (10/15) MODULE 3 QUALITATIVE RESEARCH TOPIC 1. **Essential Questions** This Module goes from 9/30 (10/2) 10/13 (10/15) NOTE 1: THERE IS A LOT OF READING OVER THE NEXT TWO WEEKS, BUT I HAVE BROKEN THEM INTO CHUNKS TO MAKE IT MORE DIGESTIBLE. THE TASKS ARE MINIMAL; IT S REALLY

More information

Advanced Methods in Social Research

Advanced Methods in Social Research Advanced Methods in Social Research MA Social Research Spring term Department of Sociology University of York Module Leaders: Paul Drew and Laurie Hanquinet (Emails: paul.drew@york.ac.uk; laurie. hanquinet@york.ac.uk)

More information

Examining a Thesis in the Visual Arts

Examining a Thesis in the Visual Arts Examining a Thesis in the Visual Arts Dr George Petelin, Convenor, Higher Degrees by Research, Queensland College of Art 1. How do Higher Degrees by Research with a Visual Arts creative component vary

More information

School of Advanced Studies Doctor Of Management In Organizational Leadership. DM 004 Requirements

School of Advanced Studies Doctor Of Management In Organizational Leadership. DM 004 Requirements School of Advanced Studies Doctor Of Management In Organizational Leadership The mission of the Doctor of Management in Organizational Leadership degree program is to develop the critical and creative

More information

School of Advanced Studies Doctor Of Health Administration. DHA 003 Requirements

School of Advanced Studies Doctor Of Health Administration. DHA 003 Requirements School of Advanced Studies Doctor Of Health Administration The mission of the Doctor of Health Administration degree program is to develop healthcare leaders by educating them in the areas of active inquiry,

More information

RESEARCH PROCESS AND THEORY

RESEARCH PROCESS AND THEORY INTERDISCIPLINARY RESEARCH PROCESS AND THEORY ALLEN F. REPKO The University of Texas at Arlington SAGE Los Angeles London New Delhi Singapore Washington DC Detailed Contents Preface Acknowledgments About

More information

(Refer Slide Time: 01:52)

(Refer Slide Time: 01:52) Software Engineering Prof. N. L. Sarda Computer Science & Engineering Indian Institute of Technology, Bombay Lecture - 2 Introduction to Software Engineering Challenges, Process Models etc (Part 2) This

More information

Training and Development (T & D): Introduction and Overview

Training and Development (T & D): Introduction and Overview Training and Development (T & D): Introduction and Overview Recommended textbook. Goldstein I. L. & Ford K. (2002) Training in Organizations: Needs assessment, Development and Evaluation (4 th Edn.). Belmont:

More information

Post-Graduate Certificate in Higher Education (PGCHE) Module 3: Individual Project. (Part-time)

Post-Graduate Certificate in Higher Education (PGCHE) Module 3: Individual Project. (Part-time) Post-Graduate Certificate in Higher Education (PGCHE) Module 3: Individual Project (Part-time) Page 1 of 7 ifs School of Finance MODULE SPECIFICATION 1. Title Individual Project 2. Start date September

More information

Broad and Integrative Knowledge. Applied and Collaborative Learning. Civic and Global Learning

Broad and Integrative Knowledge. Applied and Collaborative Learning. Civic and Global Learning 1 2 3 4 5 Specialized Knowledge Broad and Integrative Knowledge Intellectual Skills Applied and Collaborative Learning Civic and Global Learning The Degree Qualifications Profile (DQP) provides a baseline

More information

Guidelines for Integrative Core Curriculum Themes and Perspectives Designations

Guidelines for Integrative Core Curriculum Themes and Perspectives Designations Guidelines for Integrative Core Curriculum Themes and Perspectives Designations The purpose of this document is to provide guidelines for faculty wishing to have new or existing courses carry Themes and

More information

Challenging the Scientist Practitioner Model: Questions About I-O Education and Training

Challenging the Scientist Practitioner Model: Questions About I-O Education and Training Challenging the Scientist Practitioner Model: Questions About I-O Education and Training Rosemary Hays-Thomas The University of West Florida Editor s Note: The following paper resulted from an Education

More information