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January 13, 2017

Philosophical and Methodological Relationship: Beginning of Higher Level Understanding

Finding a starting point in developing a higher level of philosophical awareness and understanding of the position of philosophy within the overall research design (not to mention tackling the limitless and diverse range of approaches, debates, discussions and analysis of approaches) is not easy. I originally approached the position of philosophy through coming to understand my own philosophical beliefs from which I selected the methodology and methods. Now the Ph.D. is beginning to enter the stage of more intense engagement with philosophy with the following guiding question: what is the precise relationship between ontology, epistemology, methodology, theoretical purposes, and methods? Perhaps the answer here is more subjective and relative to my research: surely the answers that I shall form to explain and detail the relationship are not universally acceptable? There is no right or wrong or easy answer to this question in general.


Philosophical and Methodological Independency


To begin forming an answer to this question it is important to understand Philosophy as an abstract, domain independent discipline. Philosophy as a general discipline explores reality in terms of the study of appropriate behaviour (ethics), the study of interactions with and beliefs about reality (metaphysics or ontology) and the study of our knowledge about reality and whether or not there is any real sense of knowing about reality at all (epistemology). It is domain independent because philosophy itself is not exclusive to any discipline although every discipline and category of disciplines has their own philosophy. For example, there is a philosophy of the natural sciences (natural world) and a philosophy of the social sciences (social world or social reality), and within each there is a philosophy associated with each discipline: with social sciences, a philosophy of economics, philosophy of religion, philosophy of psychology, philosophy of education and so on.


Understanding philosophy as an abstract, domain independent discipline enables ontology and epistemology to set out assumptions about the nature and structure of reality and the way in which this nature and structure can be known, but allows the theories and methodologies of a discipline to determine the specific approaches to knowing this reality. In other words, in the context of my research my own ontological and epistemological beliefs are imposed onto the research therefore the research investigation has set assumptions about the nature and structure of social reality and the way in which this social reality can be known. The methodology and methods detail the approaches used to come to understand and know this social reality, continuously working towards the development of a theoretical framework that conceptualises and explains certain aspects and relationships between certain aspects of social reality. They key here now is to begin enhancing, detailing, elaborating, and fully establish the relationship between the philosophical assumptions and methodological approaches.


When I began thinking about philosophy’s position in general in my own research, I came across Yeung’s paper titled “Critical Realism and Realist Research in Human Geography.” (For the record I’m not strictly following a critical realist route nor am I doing research in human geography but it’s an ideal situation to be able to expand your reading scope and think about concepts and approaches in other disciplines: but that’s another topic). In this paper, Yeung offers the position that “philosophy deals with the ontological and epistemological aspects of the social world whereas substantive social sciences themselves address the theoretical and methodological issues” (P.2). His position not only enables the beginning of understanding the relationship between philosophy, methodology, theory and method but also notions independency between them.



Methodological liberalism


The independency enables an argument to be made about free movement occurring between philosophy, theory, methodology and method or in other words methodological liberalism. But this is not usually observed as there is a sense of exclusivity among methodological writers: particular methods are associated only with particular methodologies and particular methodologies are associated only with a particular set of philosophical assumptions. Linking back to the previous discussion, philosophical and methodological considerations are related in the context of a research project, but are in general independent of each other in that a particular methodology does not necessarily have to always associate with a particular set of philosophical assumptions. This independency and liberalism of methodology can be quite a difficult idea to grasp but I am beginning to develop a firm belief that this is what is or should be really happening when learning about all these different philosophical and theoretical perspectives and methodological approaches. I’ll give you an example.


An original key author of grounded theory, Glaser, did not explicitly state ontological and epistemological assumptions therefore grounded theory is classed essentially as being independent of any philosophy. This has worked in its favour (or not, depending on your perspective) because different versions of grounded theory developed over the past few decades carry different philosophical (e.g, pragmatism and constructivism) and methodological (e.g., ethnographic grounded theory, phenomenological grounded theory etc.) assumptions and approaches suitable for a variety of different research designs and different types of data. Despite this sense of liberalism, most texts I have come across associate grounded theory with a qualitative methodology and therefore relativist assumptions about reality. Glaser and his writing partner Strauss professionally parted ways and Strauss with Corbin developed a different version of grounded theory, termed Straussian grounded theory, that was more methodologically comprehensive in that it contained a wider and broader set of principles and guidance for coding data. But even then, no explicit philosophical assumptions were made about Straussian grounded theory until several decades later when Strauss and Corbin made explicit associations with pragmatism and symbolic interactionism. Even so, this version has been used in a variety of different research contexts and it could be argued that its pragmatic nature enables it to be used in a variety of different contexts.


In my research I am using a case study as the methodology and grounded theory as a method, guided by a realist philosophy therefore both have to align with the realist assumptions adopted for the research. This is where I begin to establish that detailed, intricate relationship between philosophy and methodology: not only shall I explain the way in which case study and grounded theory aligns with the adopted realism principles in general, but also the specific version of grounded theory and case study and in what way they align with each principle. You can’t just say “I’m doing a case study” or “a grounded theory study” as you have to be explicit with the variety and variation of variety of the method and methodology you are using, as well as being explicit about the philosophical assumptions. Not easy, but it is worth it.


Therefore, when you are developing your research projects try to think about philosophy, methodology, theory and method as independent but related and important constructs of your research. Do not fall into the trap of thinking that certain methods belong to certain methodologies or that certain methodologies belong to a set of certain philosophical assumptions because this stifles and limits potential and creativity.


A question therefore has to be asked: in what way, exactly, do we justify the use of methodology and methods in our research? Perhaps the answer here lies not just in the common approach of comparing methodological application within empirical literature in order to identify knowledge gaps and therefore methodological needs, which itself is important, but also through philosophical justifications. Why are we always explicit in the comparison of different designs and base justifications on this comparison and existing methodological gaps in the literature, but yet are not explicit and reflexive enough on our own philosophical assumptions of reality and therefore offer little in the way of philosophical justifications?


And that, readers, is a different topic entirely.


‘till next time, keep thinking!

References:


Glaser, B.G., Strauss, A.L (1967): The Discovery Of Grounded Theory: Strategies For Qualitative Research, USA: Transaction Publishers


Strauss, A., Corbin, J.M (1998): Basics Of Qualitative Research: Techniques and Procedures for Developing Grounded Theory, California: SAGE Publications


Yeung, H.Wai-Chung (1997): Critical Realism And Realist Research In Human Geography: A Method or a Philosophy In Search of a Method? Progress In Human Geography, 21 (1), pp. 51 - 74


December 04, 2016

Reintroducing Grounded Theory As The Research Methodology!

The mixed methods methodology has been dropped due to reasons outlined in the previous blog post. I am now taking the research back to my original idea of using just a grounded theory approach, underpinned by guidance from Strauss and Corbin along with possibly other authors as time progresses but this shall be determined in time. What does this mean exactly for my research? What does this change of methodology mean now? Changes might now occur at three different levels:


Philosophical level

A philosophical question now is whether or not I can proceed with the research using a critical realist philosophy. This will need a great deal of thought beyond the second upgrade paper, but at the moment I am not sure. The idea of critical realism is that ontologically there are events and activities that occur outside of our own thinking and perceiving of them, whilst epistemologically our understanding of these events and activities are continuously fallible and we can never really fully know the truth behind, for example, a process, and why a process occurs.


Perhaps using multiple observations or “cases” of phenomena along with using other methods contained within a grounded theory analysis could promote a critical realist perspective, because whilst the researcher is allowed under grounded theory to generate their thoughts and theorising during coding ultimately all thoughts must be grounded within the data. The theory emerges not from our thoughts and thinking, and perceiving, but from the grounded theory data. A question here though is that it could still be subjective: my grounding of my own thoughts and thinking within the data could still simply be based on the way in which I interpret the data. If this is a case, are there any events and activities that occur outside of our perceiving or thinking of them? If so, what? And how, and why?


Critical realism’s ontology is based on post positivism or empiricism; epistemologically, it subscribes to interpretivism or relativism. Is this really the right way? Do I have to rethink the ontological and epistemological aspects? I am not totally sure at this time; however, philosophically speaking grounded theory is somewhat pragmatic in that it can neatly fit within near any philosophical orientation as long as this is fully understood and justified.


Lots of questions have risen since the trial study particularly with regards to the relationship between the researcher and the participant. From what I can currently understand, philosophical orientations describe the relationship between the researcher and the participant, but what about relationships between researcher and the data where there is a sense of detachment between researcher and participant? What then? Challenging, but exciting, and will be exploring this much more.



Methodological level


Obvious and clear changes: the mixed methods methodology has been dropped. The research design is now based on a grounded theory approach possibly centred on critical realism. I am not sure about adopting a full case study approach due to analytical incompatibilities between case study, critical realism, and grounded theory, but this might be something that I shall have to revisit in the future. It is possible to do a grounded theory within a case study, but then critical realism would have to be dropped.


The methodology now is grounded theory based on principles from Strauss and Corbin and perhaps other grounded theory authors. Potentially, some amendments might be made to grounded theory in order to represent the exact context of the research. These amendments might be based on resolving the philosophical issues some of which have been outlined in the previous section.


A question that has come to me due to potential philosophical issues is deciding whether or not qualitative is the correct term to use to describe grounded theory, because of the relationship between the researcher, the participant and the grounded theory data. This is something that I shall be exploring further.


Practical Level


In more practical terms, the change of methodology will enable me to focus on mastering a single methodology, a single set of methods within grounded theory methodology, and be able to channel my thoughts towards resolving existing philosophical issues either in general, specific to the context of my work, or a mixture of both. Not to mention being able to fully comprehend and propose ways in which existing reliability and validity issues can be resolved.


Placing grounded theory at the level of methodology was the original proposal before I latched onto mixed methods methodology. But interestingly I did not realise or was aware of the practical benefits of using only a grounded theory approach for my research, but now I do realise these benefits, and therefore happy to drop the mixed methods approach.


A key feature of my previous methodology was theory testing and refinement through the use of quantitative findings. This might still occur within qualitative grounded theory through ideas based on theoretical sampling method in order to test the emerging theory, and also use constant comparisons between each case in order to identify similarities and important differences in order to refine the theory. However, should these really be classed as approaches to theory refinement, or simply refining the validity and reliability of qualitative, grounded theory findings?

Summary


Plenty of philosophical and methodological challenges are no doubt ahead, but my passion and enthusiasm of philosophy and of grounded theory methodology will no doubt be able to carry me through, resolving any problems that come along, and form solutions that are workable, practical, and lead onto contributing new knowledge and understanding of resolving existing problems that have not yet been resolved, or even identified in the first place.


October 18, 2016

Updated thinking about researcher influence on research design

A couple of days ago it was a year since I laid out a few questions in a blog post that I was asking myself at the time regarding the role that researcher beliefs and perspectives of reality play in the research design. I thought I would provide an update on the current thinking regarding these questions.

First Question: Could a researcher, even within a Social Science discipline, really be objective?

Whilst this is being continuously thought about, at the moment I do not have the belief that any researcher can really remain objective, even quantitative researchers. When we talk about qualitative researchers, the argument is obvious in that objectivity is difficult to achieve although this really depends on the way in which objectivity is actually defined. For example, the nature of qualitative data requires the construction of a grounded interpretation of what the data is trying to suggest. Qualitative researchers construct meaning of the data, but this construction of meaning is an interpretation but grounded in the data.

It can be argued that it is this interpretation that gives the process subjectivity whilst the grounding of the interpretation can give research a sense of objectivity. This sounds similar to retroductive and abductive analyses and to some it does not make sense, but it is making increasing sense to me as it appears in my opinion to be good common sense to continuously construct an interpretation and ground any beliefs that stem from that interpretation in the data. Grounded interpretation means all beliefs, thoughts, ideas, and so on, coming from an interpretation that do not fit within the data itself should be discarded. This however does not necessitate the use of grounded theory but everything that is observed must be grounded in the data in some way.

Even social scientists using quantitative data could be viewed as subjective because from a broader sense the research questions and the fact that the social scientist has decided to use quantitative approaches is subjective because it is based on the way that they understand the research problem and the research question. So, whilst an experimental or quasi-experimental and other positivist, objective leaning approaches do collect and analyse data in a matter of fact way, the way in which those findings can be applied to different situations and indeed the way in which the findings are perceived will differ between social science researchers, in my opinion.

What I am considering further is the way in which we really relate to the data and therefore the way in which we interpret the data, and this is important for qualitative researchers. What is the relationship between the researcher and the data, and what factors are involved with such a relationship?

Second Question: Is a researcher drawn towards research methodologies more so because that methodology and methods match their framework of perceptions, beliefs, perspectives, values and attitudes of and towards reality?

Though I am still thinking about this, I would say yes: a researcher is drawn towards not what is actually best to answer a research question and to solve a research problem but is drawn towards that which best aligns with a researcher’s framework of perceptions, beliefs, perspectives, values and attitudes of and towards reality. But what are we talking about when we are talking about perceptions? Perceptions of what exactly? The research problem? Our own interpretation of the research questions that we ask? Where do these perceptions come from and what is it that we are meant to perceive? In what way do our perceptions influence our beliefs, values and attitudes?


My Philosophical perspectives have changed during the past year from constructivist to critical realist because I have come to realise the complexity of reality relative to the phenomena of investigation; that neither exploring the process of the phenomena nor exploring the experiences that people have of the phenomena are enough to gain a full understanding of the phenomena. Risk taking has and still is involved, but so far I think I am on the right track with my philosophical and methodological development and development of argumentation for them. It’s been especially easier since dropping case study. Well, that’s the other issue: sometimes we can become quite set on a particular methodology that we come across difficulties and struggles when we attempt to integrate particular methodologies and methods with other methodologies and methods, but this really depends on the way in which methodologies and methods are used. E.g., I was proposing to use a case study approach as a strategy for question formation, data collection and data analysis but came to the realisation that it was not compatible with grounded theory therefore dropped all case study elements. Since then in my opinion the methodology has been more workable.

I suppose we could say that researchers are initially drawn to methods and methodologies that meet their frameworks of preferences, but then later when they really begin to think about their design, the phenomena and the context of exploration they begin to understand what really might or might not work.

Third Question: Are we as individuals within our society really able to reach or understand objective truth about reality, or will people forever be led by their own preconceptions, perspectives, values and attitudes of and towards reality?

Answer to this for me is a lot more stable than it was a year ago: from a critical realist perspective the answer is, whilst objective truth about phenomena might be out there independent of our thinking, experiencing and perceiving such phenomena, our understanding and knowledge of this phenomena is subjective and always prone to fallibility and defeasibility. This is exactly because our personal frameworks of observation and understanding reality are based on our own experiences of and interactions with reality.


Fourth Question: What should be the extent or role of a researcher’s subjective framework of beliefs of reality play on their role of being a researcher and the development of their research design?

I have the current belief that this is really down to the individual researcher to decide. For me personally, my philosophical and methodological approaches have changed as my own understanding of the phenomena and the context and situation within which the phenomena are to be explored has increased and developed. Has the research design altered based on my own framework of beliefs of reality? You could say yes, but then can also abstract a step higher and say that the research design has changed because of being open minded, cautious about being absolutely certain about research designs, and the willingness to change beliefs about reality: to let my understanding of the phenomena and its explorative context influence my beliefs about reality and therefore about the way in which reality and the phenomena, is to be explored and should be explored.


Summary


Thinking about the role of the researcher, the relationship that the researcher has between him/herself and the participants and between him/herself and the data is a current topic of thinking and consideration for my research. This is because if we do not think about ourselves as researchers, our positioning within reality, the way in which we view data, and the way in which we view research designs we are in danger of becoming stagnant and willing to accept any design that we come across just because it basically works. But, this pragmatic approach to “what works” does not necessarily mean that it is the right or best suitable answer.


‘till next time: keep designing!


September 20, 2016

Are All Research Designs Pragmatic and Relativist?

Developing a research design is quite an experience, and is a complex mesh of investigating and exploring different philosophies, strategies, methodologies and methods and, in the case of my research design, the way in which they can be combined and / or amended to fit the research context and research questions. I continuously reflect upon my research design and question it, and the process of actually getting to the point where I have a research design therefore sometimes I wonder if the design, regardless of its philosophical positioning, is actually pragmatic and relativist process.


I reflect on this question because research design development is based on our own prejudices, experiences, philosophies and theories, and the identified research problem. The way that we interpret and understand reality can in some way limit the way that we choose to investigate reality, or in some way restrict ourselves with our research design preferences, and the reality of the research problem. But should our own preferences determine the research design or should it be the research questions? This depends, in my opinion, on several factors including our experiences and developed skills, and enthusiasm for other approaches. A solid quantitative experimental researcher, for example, might not be able to learn about qualitative ethnographic or coding approaches within a short space of time required to complete a research project. They might not even be willing to actually do this instead continue to view reality and all research problems through the lens of an experimentalist. Research textbooks do emphasise the idea that research questions do drive the research design, but is this absolute? Are research questions the only factor?


Where do research problems come from? Are they constructed by the individuals or are research problems already out there independent of human thought waiting to be discovered? What makes us identify research problems in a different way to other researchers? I identified the basis of my research project many years ago through observation, and it has taken many years of reading and an MSc course to really refine the research to where it is now and even then refinement is still an ongoing process. Perhaps research problems exist independent of a researcher’s perceiving, understanding and knowing them but each researcher perceives and chooses to explore the problem in different ways based on prejudices, experiences and so on. Perhaps they are not actually independent and depends on our interpretations and engagement with the natural or social reality?


Our perspectives of reality do not have to be fixed and certain: my own philosophical views have changed from a relativist perspective to a critical realist perspective, and this has entailed a change to my methodological approach to investigating reality and the research problem. The research questions have changed numerous times as I have read and explored the phenomenon of interest further. Understanding reality is more than just statistically analysing two or more variables in order to correlate them and create a cause-effect relationship and then to go on testing this relationship. Understanding reality is also more than just a researcher enveloping or immersing themselves with participant observation and experiences. Reality is more than just being a single, certain, absolute reality easily accessible and understandable through using hypo-deductive scientific methods and it is more than just being based on our subjective knowledge and experiences of reality


Does this make the process pragmatic and relativist? Pragmatic as in, I am selecting “whatever works” to address the research questions and the research problem therefore I perceive from reflection upon my own perspectives of reality that a critical realist case study using a mixed methods approach is the most appropriate design for this research. Relativist as in, I have developed the research design relative to the research problem, relative to my own philosophical views, and relative to the methodological concerns that I have identified in existing published literature.


This is something that is worth continuing to think about!


July 10, 2016

Change, uncertainty, and doubt: opportunities or challenges?

Change, uncertainty and doubt are three concepts that define the dynamics and intricacy of post graduate research. Change occurs as time progresses and can manifest itself in many different ways such as a change to research question, a change to the philosophical perspective, a change to methodology, and a change to research methods. The extent to which a design changes over time depends on the open mindedness, awareness, knowledge and skills that a researcher possesses, which entails realisation of any faults of their research design in relation to the context of the research.

I have experienced change to my research design from the research question all the way to the research methods, as I have been documenting on this blog for quite a while.

But does change entail uncertainty? Should change entail uncertainty? In what way should change be observed? In what way can we observe and deal with uncertainty? In what way should we manage change and uncertainty so that they can lead to opportunities and not difficulties? In what way can we manage doubt?

These are complex questions that provoke different answers. Different researchers will have different ideas about the certainty, or uncertainty, of their design based on their open mindedness, awareness, knowledge, and skills. Uncertainty could come about through a change in the initial selection of design components, which could cause the researcher to think immediately about the validity and relevance of the design to the context. In this context, change causes uncertainty particularly to the validity and relevance of research design. Alternatively, uncertainty could have caused that change to take place: comprehensive reading and thinking could lead the researcher to feel uncertain to the extent that changing a component eases this uncertainty. In this context, uncertainty causes change. When I mention uncertainty I’m talking about reasonable uncertainty and not emotional uncertainty; that uncertainty is born from reason and logically thinking about the design and relevant literature, and not some emotional connection with a particular component.

There is a third scenario: this uncertainty, whether occurring before or after a change in design components, might be found to be built on contestable foundations therefore further thinking and reading could actually render this uncertainty as invalid therefore no changes to research components would be required. In these cases, uncertainty and doubt might not come from this awareness and open mindedness but from other domains or dimensions of the self: confidence levels, self esteem, and so on.

In my opinion based on my own experiences, change can lead to uncertainty but that does not mean that it shall occur every time, and it should be embraced more as an opportunity to improve the design rather than opening the door to being defeated and consigning the design to the bin. During the past year or so I have continuously changed certain aspects of my design. A couple of main examples I have talked about on here is a change from pure qualitative methodology to a mixed methods methodology, and a change from constructivist grounded theory method proposed by Charmaz to a version of the grounded theory method developed by Strauss and Corbin. Additionally, the identification of critical realism as being the most appropriate philosophical guide of exploring the context and phenomena of interest.

These changes have introduced a mixture of uncertainty and certainty, and this still continues. I feel more certain that the research design is the correct way of exploring the phenomena of interest within the defined context as a result of all the literature that I am continuing to explore and question, as well as the critiques and arguments that are developing. But there is a continued sense of uncertainty because of the apparent uniqueness of the design within the context of the research, and therefore is in a sense unproven, and additionally few relevant theoretical and conceptual papers actually exist regarding the design specific to the context. This shall make the research itself a challenge in the sense that whilst certainty in the validity and feasibility of the design shall improve in the future, certainty in its verifiability and applicability cannot be reasonably determined until the research has been completed, although the trial study shall certainly help in this aspect. Even following the trail period I shall never reach absolute certainty about the research design: this is impossible without actually applying the design, reflecting upon the design, and critiquing it.

Change, uncertainty and doubt can bring about feelings of being overwhelmed (although that itself can cause uncertainty) and probably an element of self doubt. Whilst this is understandable (been there, done that, and shall no doubt go through such feelings again particularly of being overwhelmed), change and uncertainty need to be embraced as providing excellent opportunities for development. Embracing them as such opportunities shall lead to creative thinking and of developing unique solutions to existing problems, and therefore provide interesting opportunities to further the platform of debate and discussion about such solutions and problems. In my opinion, uncertainty about research design should be celebrated and embraced, because uncertainty can lead to a researcher’s most prosperous, creative, and inspiring design choices and insights into the phenomena.

‘till next time: keep calm!


June 05, 2016

Progress On Grounded Theory

During the past week I have been reading about Strauss and Corbin’s version of Grounded Theory from philosophical and methodological perspectives in a continuous attempt to fit the method within the context of a critical realist led mixed methods design. As I have previously stated a little while ago I was a little overwhelmed as I came to realise the unsuitability of Constructivist Grounded Theory along with realising the extent and intensity of debates and discussions about Grounded Theory in general, and the implications this might have on the research design. Thankfully, it is all becoming clearer bit by bit!



Philosophy Of Grounded Theory



Reading through the materials so far again emphasises the importance of Ph.D. candidates engaging with their research at the Philosophical level as this shall enable them to fully understand the context and purposes of not only Grounded Theory in general but the different flavours of the method.

In general, Grounded Theory is automatically assumed to align with relativist or interpretivist philosophy and I suppose in a general sense this is true because all flavours of grounded theory involves an element of researcher interpretation of the data ranging from being guided by some sort of presupposed base of knowledge or theory to adopting a complete open mind. But each flavour of grounded theory has a different philosophical and logical approach to dealing with reality, and it was this understanding of Philosophy following adoption of critical realism that made me realise that constructivist grounded theory is inappropriate.

Variants of Grounded Theory subscribe to different assumptions about reality, although these assumptions have been and some continue to be debated in literature. Glaser and Strauss’ version of Grounded Theory aims to disconnect researcher from participants (value-free) therefore subscribing to a Postivist or Post Positivist approach to analysing qualitative data whilst Charmaz’s Constructivist Grounded Theory assumes a strong connection between researcher and participants (value-laden), therefore theory is a construction grounded in the involvement and interaction between researcher and participants. Whilst the position of both approaches are more or less generally agreed upon, the philosophical positioning of Strauss and Corbin’s approach has been and continues to be subject to debate and uncertainty. Charmaz claims that Strauss and Corbin’s approach to analysing data is positivism, but other researchers suggest that it adopts a more pragmatic approach to research. I’m beginning to develop the perspective that this version of grounded theory can be aligned with the principles of critical realism and other middle ground Philosophies. I have not fully worked it out, it is a complex process, but it is all starting to click into place and therefore I am beginning to understand it!



Method Of Grounded Theory



The aim of grounded theory is to produce a theory that is, you guessed it, grounded in the data, but the terminology used to describe the way that this theory or theorising is produced differs among different versions of grounded theory. Regardless, coding is used to produce this theory or theorising, beginning with the researcher reading through qualitative data (for example, an interview transcript) and breaking down the data into little blocks that represent some sort of action, event, and so on, gives it a label or a name and is therefore converted into an object, which is further defined through properties and dimensions, and are then classified into different classes or categories based on similarities of characteristics between objects, a process known as open coding.
Following this, identified classes are further defined through attributes and dimensions and subcategories are created from these categories as necessary through a process known as axial coding, and then the theory emerges through a process known as selective coding.

Regarding the logical engine behind Strauss and Corbin’s version of grounded theory this has been subject to debate: some authors suggest that it subscribes to an abductive logical reason whilst others suggest that it subscribes to induction, and again other authors suggest there is a mixture of logical engines. There is a potential incompatibility problem here because critical realism subscribes to a retroduction logic, which is different from the theory testing of deduction and the pure theory productive of induction as retroduction deals with the explanations of circumstances and is much more of a creative, abstract approach to explaining observations. There is a research paper that I have found that contributes to discussion of making critical realism and grounded theory’s logical engines compatible with each other so this shall be dealt with in time.



What’s next?



The next immediate task is to develop a more practical understanding of grounded theory and develop my grounded theory method through analysing the trial data. The trial data will be able to guide further development of the method and to really find out if Strauss and Corbin’s approach really best fits the context of research.


From a research design perspective I will have to do more work into figuring out the way that critical realism and grounded theory are compatible and can work with each other. Understanding of this is progressing but there is much yet to learn and discover, and to argue and to try to think about areas that have not really been thought about. But understanding is growing, slowly but surely. This is not to mention however the mixed methods context, so that adds a layer of complexity to the situation. Basically, I have to ensure that Strauss and Corbin’s grounded theory is not only compatible with critical realism but also compatible with other methods in a mixed methods environment, and if proven to be so draw a diagram that illustrates the way that critical realism, mixed methods, and all the methods interact and intersect each other.

Among the chaos and challenges, there is a sense of clarity beginning to form!


April 11, 2016

Identity: who are we? Who are you?


The Oxford English Dictionary defines Identity as “the fact of being who or what a person or thing is.” So we already have ontological connotations with the term “identity” if it is remembered that ontology is a Philosophical study of the state of being or of existence. We exist and we know that we exist because we think or even doubt (I think; therefore, I am: Descartes!) although existence itself is a complex notion because there are questions about evidence that proves or disproves whether or not something either exists or not at a particular time. Identity itself is a definition of this existence that is contextual and situational and can change at any particular time, and it can be constructive: we can develop multiple identities and apply a particular identity at any given time depending on the circumstances.


But specifically, what does it mean to have an identity as a researcher? What does it mean to have an identity as a Ph.D. candidate and does this change depending on the research circumstances? What do we say when we are asked for an identity? Is this related to the discipline we identity with or a general research design? Are we attempting to limit ourselves if we define ourselves with a particular identity?


Is identity a product of the social, political and cultural influences of research and academia? If we define ourselves as a particular methodologist, are we really aligning our identity with our personal frameworks of research preferences, or are we aligning the definition of our own identity with the needs within and influences upon the academic sector?


I am beginning to think that as a researcher, as a Ph.D. candidate, our identities change as we further develop our research interests and really explore the methodologies and philosophies that can drive the design of our research. We can begin defining ourselves a particular way based on our understanding of the time but as we explore the literature and really get to grips with what is out there we can change our positions. Sometimes, as I found, we can incorrectly define ourselves in the conscious state of being based on our current understanding of ourselves, but in the subconscious we actually have another identity but we have not come to realise this yet. It kind of makes me think that we already have a definite identity but is hidden in the subconscious or the metaphysical part of our being and it takes something to bring this to the conscious level of understanding. But this brings up another question: in what way do we know that the identity we have at a particular time is our true identity? That’s a difficult question to answer and can really only be answered based on what we know and are aware of at a particular time.


Do we identify ourselves at the philosophical level or at a methodological level? Or at the level of discipline? If I say that I am an Educational Researcher what would that actually entail? What assumptions would people have? What assumptions would we have about ourselves? What if I was more specific and say that I am a Critical Realist Educational Researcher? Well that would suggest that I carry out research within the critical realist perspective and nothing else, but would that in itself provide as a limitation that I refuse to view the world in any other way? Would that mean an immediate dismissal of other perspectives such as Positivism? Relativism? Structuralism and Post Structuralism? Modernism and Post Modernism? Complexity Theory?


The problem with defining an identity is that it doesn’t actually represent who we are at that particular time. I could say that I am a Critical Realist Educational Researcher but who is to say this is definite? Complexity theory complements critical realism, so what if I find out that in the context of my research complexity theory complements critical realism? Would I define myself as a Complex Critical Realist Educational Researcher?


Let’s go outside of the context of research and pose other questions about identity. When a person says they are English and represent English values, what does that mean? Is that subjective or can what they represent be generalised across the entire English speaking population? What about those who say they are British? What does it mean to be British? When a person says they are British can they really represent English, Scottish, Welsh, and Irish (and all points in between) traditions and values? What does it mean to have a value anyway and in what way is a value defined and represented?


When you really think about the idea of identity (specifically in the context of being a Ph.D. candidate) this isn’t an easy concept to define. But I think it needs to be thought about because I have the belief that there is a relationship between the way we define ourselves (our identity), the way that we understand the world and the state of being (ontology), the way that we come to know about the world and that state of being (epistemology) which therefore leads to the way that we explore the world and interact with the world (methodology).


Interesting stuff! There is much much more to identity than I have said here but I just wanted to touch on the subject in the context of being a Ph.D. researcher.


March 18, 2016

Mixed Methods: Critical Realism Considered Most Suitable!

Critical realism deals with ontology! Yes!

Critical realism has been developed by the British Philosopher Ray Bhaskar as a result of combining separate philosophies: transcendental realism, which is a philosophy of science, and critical naturalism, which is a philosophy of the social sciences. It is not the aim of this blog post to explain either of them. Critical realism does not assume reality to be a single, observable, measurable, determinable layer whose actions and events are independent of the mind nor a single layer that is understandable through exploring experiences and perspectives. Critical realism assumes reality to have multiple layers containing structures and mechanisms that influence the observable and what can be experienced. It is the exploration of these structures and mechanism that provide the basis for exploration of reality using critical realism.


Unlike pragmatism, which is considered to be the most adopted philosophical perspective of mixed methods, critical realism contains ontological assumptions which are spread across three domains: the empirical, the actual, and the real. The empirical domain refers to aspects of reality that exists and can be observed or experienced directly or indirectly, the actual refers to aspects of reality that exists but might not be observed or experienced in some way, and the real refers to the structures and mechanisms that causes or influences what is observed or experienced. These structures and mechanisms are beyond the realm of human observation and experiences; they cannot be detected, known, or perceived, but can be, as defined by McVoy and Richards (2006), inferred through a research design consisting of both deductive (empirical investigation) and inductive (theory construction) processes. Where critical realism differs from all the other middle ground philosophies therefore, and what acts as the central reasoning for adoption in this mixed methods research, is that it places a focus on further understanding and explanations of these structures and mechanisms.


Relating Critical Realism To Research Context

Critical realism is a complicated middle ground philosophy probably the most complex of them all along with complexity theory, but it is a middle ground philosophy that makes the most sense for my research and for the aims of the research. The context of the Ph.D. research is not to explore research phenomena using only quantitative or qualitative methodologies; the problem area identified and developed does not assume that answers can be found in a single methodology or a single philosophical perspective such as absolutism or relativism. The problem area assumes that answers can be found through an integrated approach that involves both quantitative and qualitative approaches. So, with that, and with critical realism addressing the ontological level, it can be assumed that critical realism goes beyond the research question and places the research problem as central to the research project. It assumes, it can be proposed, that it is the identified problem area that can lead to the development of philosophical assumptions about reality, which then lead onto the development of research questions, which then lead onto the selection of the methodology and research approaches. A question here however is whether or not the philosophical perspective leads onto the development of the research question sequentially, or if the research questions and philosophical perspectives are identified and developed concurrently. That is something to be thought about and perhaps discussed another time.


Summary Of Thoughts Regarding Critical Realism

What has been discussed, briefly, is what makes critical realism distinctive and more suitable for my research than other middle ground philosophies. Post positivism focusses too much on the quantitative at the methodological level whilst pragmatism focusses too much on changes that are made at the practical level. Critical realism suggests that both quantitative and qualitative approaches are important to use in a single research project in order to fully explore and understand the structures and mechanisms of what can be observed and experienced.


There is much more to learn and understand about critical realism: its concepts, its use, its history, and the way in which critical realism can be fully integrated into a mixed methods research and the specific context of my research. Reading shall be continuous, but at the moment I am just pleased that I have been able to identify the most appropriate middle ground philosophy and start to fit the whole design around the principles of critical realism.


Fun stuff! The Upgrade Paper shall be used to introduce critical realism and the way in which its concepts have been applied throughout the research design whilst a full elaboration of critical realism including its application and possible solutions to problems of critical realism shall be provided in the thesis.


References:


McEvoy, P., Richards, D (2009): A critical realist rationale for using a combination of quantitative and qualitative method, Journal Of Research In Nursing, 11 (1), 66 – 78


March 14, 2016

Mixed Methods: Post Positivism Is No Longer Considered Appropriate


Description of and arguments against Post Positivism


Post positivism is now no longer among the set of philosophies considered appropriate for my Mixed Methods research due to my stance against philosophies that advocate pure quantitative or qualitative approaches to exploring social reality within educational contexts.


Simply put, post positivism is an extension of positivism; that it still adheres to the main concepts and principles of Positivism but modifies them at the ontological and epistemological levels but mirrors positivism at the methodological level. This modification of the concepts of positivism enables post postivism to accommodate a level of uncertainly, subjectivity, complexity and human experiences therefore recognising that absolute and certain truth about reality is not achievable. Giddings and Grant (2007) called Post Postivism a “lite” version of positivism, stating that the “post” prefix indicates a development or extension of positivism, and offer various examples of the way in which Post Positivism extends the concepts of positivism.


Positivism perceives reality as objective and independent of the mind but post positivism (along with other middle ground Philosophies) suggest that reality is embedded in its own social and cultural contexts and therefore researcher objectivity is impossible to attain. Another key area of divergence is theory verification: positivism emphasises hypothesis testing and theory experimentation in order to prove or disprove them whereas PostPositivists emphasises supporting evidence as a probability rather than being used as an absolute proof. These are just a couple of examples of where positivism and post positivism diverge at the ontological and epistemological levels. However, where they both converge and therefore enables the view of post positivism as being an extension of positivism is that it shares the same methodological assumptions.


Onwuegbuzie et al (2009) (along with many other researchers) confirms this methodological mirroring. Extent of fallibility and defeasibility of absolute knowledge accommodated by post positivism makes inferential statistics usable and applicable through inferential statistics, which utalises probabilistic approaches such as P Vales and Confidence Levels to understand reality. Post positivism also utalises qualitative data, hence post positivists can use Mixed Methods, but they use quantitative approaches to analyse qualitative data. As an example, content analysis is utilised to quantify thematic occurrences through frequency rates, and qualitative data is used in a way that enables the development of more effective quantitative approaches.


In all, post positivism is not a suitable Philosophical perspective for my Mixed Methods research because I am taking the stance that post positivism is not suited to exploring social phenomena and social reality, because everything to do with the social is too chaotic and dynamic to be represented and explained statistically. Post positivism also does not allow for much room in terms of theory building, and theory building or theorising is an aim of my Mixed Methods research as I attempt to theorise the social structures and aspects of reality that influences the phenomenon of interest. I like much of post positivism at the ontological and epistemological levels, but its mirroring of positivism at the methodological level makes it inappropriate for my Mixed Methods research. More discussions shall be found in later blog posts and more especially in my thesis.


So then: the Big Three!


With post positivism no longer being considered appropriate, this now leaves three middle ground philosophies that might be appropriate for my Mixed Methods research: complexity theory, pragmatism and critical realism. From what I have read of these so far, I have issues with pragmatism in that it appears to detach itself from philosophical and methodological concerns and places itself upon the research question. That is, the research question is the most important consideration within pragmatism and therefore all that must be done and used to answer that research question must be carried out. This has left pragmatism open to arguments that suggests it basically allows a free for all design approach with a “what works” attitude that has been questioned by a lot of writers, and I am inclined to agree with the concerns. More on this in future blog posts.

Critical realism and complexity theory appear to be the most attractive middle ground philosophies at the moment as I as yet cannot find any fault with them when it comes to exploring social reality, social phenomena, and assumptions made at the philosophical and methodological levels. Essentially, from what I can currently understand, critical realism does not concern itself with reality as a single, accessible, measurable layer (positivism / post positivism) nor does it concern itself exclusively with human experiences (interpretivism / constructivism) but it concerns itself with the underlying structures and mechanisms that produces what is found at the measurable layer and with human experiences. Now if I have interpreted this correctly, and I appreciate that what I have defined is probably a little lacking in substance but remember I am still learning and exploring this, then this makes critical realism highly applicable for substantial exploration of the social reality. Structures and mechanisms of social reality and their influence on what occurs within this social reality are highly complex and interrelated therefore complexity theory could also play a part in this structural mess.


I do perceive social reality and explorations of social reality to be highly complex and extremely uncertain, and the key to understanding the phenomenon of interest is to consider those underlying structures and mechanisms instead of constantly exploring just what is observable.


Fun stuff isn’t it? It was all a bit scary when I first started exploring Mixed Methods at this level but the more I explore the Philosophy of Mixed Methods the more interesting I find it! Lots to read and think about!


References


Giddings, L.S., Grant, B.M (2007): A Trojan Horse For Positism? A Critique Of Mixed Methods Research, Advances in Nurse Science, 30 (1), 52 – 60


Onwuegbuzie, A.J., Johnson, R.B., Collins, K.M.T. (2009): Call For Mixed Analysis: A Philosophical Framework For Combining Qualitative And Quantitative Approaches, International Journal Of Multiple Research Approaches, 3, 114 – 139


March 09, 2016

What Is Reality? A Middle Ground Philosophical View

In an attempt to understand the way in which a middle ground Philosophy views reality, think about a cake. A two dimensional cake is observable: you can view the top layer and you can deconstruct this top layer into components, or in an academic sense its variables, which would be the cream, the topping, the chocolate sprinkles, decorations, and anything else that belongs to the top level. Further understanding of this top layer would come about through identifying and exploring relationships between these variables. The three dimensional cake contains a series of layers with no variables and therefore no exploration of relationships between these variables. There are layers and within these layers are different structures, mechanisms, processes and configurations that provide a deeper understanding of the structure and complexity of that cake.

Research that explores only the top layer of reality (think about the top layer of the cake) perceives reality as two dimensional, independent of the activities of the mind, therefore nothing is constructed therefore everything about that reality is true. In order to understand this reality it is a case of deconstructing this reality into a series of variables and to identify and explore relationships between these variables. The Philosophies that guide this type of research are of the Absolutist, Objectivist variety. Research that explores the multiple layers of reality (think of the multiple layers on a cake) perceives reality as three dimensional and is dependent on the activities of the mind therefore nothing in reality is actually an objective truth but is a construction of the mind. Reality is therefore constructed based on our own experiences and perceptions of our own experiences therefore in order to better understand this reality the structures, mechanisms, and so on, need to be explored. The Philosophies that guide this type of exploration of reality are based on the Relativist, Subjectivist varieties.

In the middle of the continuum between Absolutism and Relativism perspectives are the Middle Ground perspectives, which recognises the importance of both the top layer of the cake and the multiple layers of the cake to gain a complete understanding of that particular cake. In other words, the middle ground Philosophies perceive reality as having a top layer that can be deconstructed to a set of variables and relationships between variables, but also perceive the behaviours of these variables and relationships to be influenced by the structures, mechanisms, processes and configurations of the underlying layers. Therefore when adopting a middle ground Philosophy you are effectively exploring what occurs on the top level (variables, relationships) and the way in which the top level is affected by the underlying layers (structures, mechanisms, etc), and therefore recognise the complexity of the phenomenon you are exploring.

I admit that these definitions and explanations might not be that sophisticated but in the meantime whilst my knowledge and understanding of these Philosophies continue to grow and mature, these definitions work. I have collected a huge amount of literature that shall enable me to take my understanding to the next level, which shall hopefully enable me to decide which of the main Philosophies or combination of these Philosophies shall work best with the context of my Mixed Methods research.


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