My experience on using an AI tool: a note for MBA students
I tried four tests (in the forms of questions) on the capability of chatgpt via the following access path (Poe):
My experience on using an AI tool: a note for MBA students
I tried four tests (in the forms of questions) on the capability of chatgpt via the following access path (Poe):
Academic article numbers and research gap statement numbers: construction steps on them:
My suggested steps of exercise to construct research gap statements and research objective statements [for the purpose of research proposal formulation] is as follows:
For the formulation of an initial research gap statement (iRGS), an MBA student could cite from 1 to 4 academic articles. The MBA student, for clarity of discussion purpose, should also convert the iRGS into an initial research objective statement (iROS).
The iRGS and iROS serve the purpose as the academic evidence (as subjectively interpreted by the MBA student-researcher), via the citation of them, to support the formulation of the derived research gap statement and the derived research objective statement. These derived statements are discussed next.
For the formulation of a derived research gap statement (dRGS), the MBA student need to make some localized and personalized adaptation effort (e.g. from some overseas countries to local Hong Kong context). In this case the MBA student could also cite 1 to 3 academic articles (and or local magazine or newspaper articles) to more potently justify the localized version of the derived research gap statement (dRGS). Anyway, 1 dRGS is derived from 1 iRGS.
An academic-oriented dissertation proposal mostly will have 2 to 3 related dRGS, which are then converted into their corresponding derived research objective statements (dROSs).
My teaching plan on research methods in terms of the onion model
Introduce the onion model of research methods (video resources). [a related video on the onion model]
Lecture 1: on the first layer of the onion model and its relatedness to the ALRA practice.
Lecture 2: On research approaches: inductive and deductive approaches. [Layer 2 of the onion model].
Lecture 3: On the onion model of research: layer 3 (research strategies)
Topic 1: case study
1.1.: case study: definition.
1.2.: case study: illustration of the steps involved.
1.3.: design a case study protocol.
Topic 2: grounded theory
2.1.: introduction.
2.2.: versions of grounded theory.
2.3.: coding in grounded theory.
Topic 3: action research
3.1.: history of action research.
3.2.: research design: action research.
3.3.: an example of an action research.
Topic 4: ethnography
4.1.: what is ethnography?
4.2.: understanding ethnography.
4.3.: participant observation.
Topic 5: survey research
5.1.: survey research.
5.2.: survey, questionnaire and test.
5.3.: analysing questionnaires.
Topic 6: experiment/ quasi-experiment
6.1.: true experiments.
6.2a.: types of experiments
6.2b.: experimental studies and other related ones.
Lecture 4: On the onion model of research (layer 4 : time horizons):
Topic 1: longitudinal
Topic 1.1: what are longitudinal studies.
Topic 2: cross-sectional
Topic 2.1.: what is cross-sectional data?
Topic 2.2.: analytic cross-sectional study design (an illustration).
Topic 2.3a.: stratified vs cluster sampling.
Topic 2.3b.: types of sampling techniques. (more detailed)
Topic 3: cross-sectional study vs longitudinal studies.
Topic 3.1.: cross-sectional study vs longitudinal studies.
Topic 3.2.: time series vs cross-sectional data.
An illustration to come up with a research gap statement from an academic article review.
The name of the article is : Milica Paut Kusturica, Svetlana Golocorbin-Kon, Tijana Ostojic, Milena Kresoja, Marko Milovic, Olga Horvat, Tihomir Dugandzija, Nada Davidovac, Anica Vasic, Ana Tomas. 2020. "Consumer willingness to pay for a pharmaceutical disposal program in Serbia: A double hurdle modeling approach" Waste Management Volume 104, March 1: 246-253.
Content extract:
“Although more than half of the participants were aware that medicines may negatively impact the environment, environmental awareness did not necessarily equate with behavior that initiated proper disposal of unused medicines, indicating that other issues, such as the availability of an organized disposal system, play an important role (Paut Kusturica et al., 2012).
…. However, the new legislation has created many problems due to the vagueness of relevant regulations and inadequately defined responsibilities for drug wholesalers and manufacturers. In practice, there are many unresolved issues arising from unclearly identified financial responsibility, which allows both manufacturers and wholesalers to avoid their financial obligations, so that operators who may have an interest in this business do not know who will pay for this service….
… Therefore, the aim of this paper is to examine the current methods of disposal of unused medicines from households in Serbia, as well as the willingness of Serbian residents to participate and bear the costs of organizing the unused or unwanted medicines collection program. Secondly, this research aims to define factors contributing to an individual’s willingness to participate and pay for a medicine collection program….”
Research gap statement 1: the existing academic literature has inadequate evaluation findings on the current methods of disposal of unused medicines from households in Serbia.
Research gap statement 2: the existing academic literature has inadequate knowledge on “the willingness of Serbian residents to participate and bear the costs of organizing unused or unwanted medicines collection program”, specifically on the “contribution factors on resident participation willingness”.
e-resource (mainly videos) on primary (or empirical) research
2. Top three primary research methods
My teaching plan on the layer 2 (research approaches) of the onion model of research
The study materials are organized by me in terms of three views on the research approaches: (1) the logic view, (2) the empirical research cycle view and (3) the enriched research approach view.
Four class activities to go through:
Class activity 1: introduce the logic view
Class activity 1a: introduce the topic of inductive and deductive logic. (A pre-study topic: what is an argument?)
Class activity 1b: scientific thinking: inductive and deductive reasoning.
Class activity 1c: deductive, inductive and abductive reasoning. (also study the slide presentation on abductive reasoning; a sophisticated discussion on abductive analysis.).
"Inductive reasoning is a method of drawing conclusions by going from the specific to the general. It's usually contrasted with deductive reasoning, where you proceed from general information to specific conclusions".
“Inductive reasoning is a logical approach to making inferences, or conclusions. Deductive reasoning is a logical approach where you progress from general ideas to specific conclusions”
(re: the source).
Class activity 2: introduce the empirical research cycle view
Choose either Class Activity 2a or 2b to introduce in the lecture is adequate: the empirical research cycle view.
Class activity 2a: introduce the empirical cycle of research (re: the video).
Class activity 2b: introduce the research approach cycle (re: the video).
Class activity 3: a more elaborated briefing on research approaches (e.g. discussion with reference to the topics of research philosophy and data types): the enriched research approach view (re: the video). Also take a closer look at the topics of (1) abductive reasoning (re: a sophisticated discussion on abductive analysis. [video]) and analytic induction for a more enriched discussion on the topic of the research approach.
“Inductive research is a
method of developing theories or generalizations based on specific observations
or data. It begins with data collection and identifies patterns to form new
theories or hypotheses” (re: the source)
“Deductive
research starts with a theory, forms a hypothesis, and tests it through
observation and evidence” (re: source)
Class activity 4: Class discussion on the topic of research approaches.
Additional reading: a tool to organize dissertation report discussion related to the topic of research approaches.
e-resource on quantitative vs qualitative research
Topic 1: Quantitative research
1.1. Characteristics of quantitative research
1.2. Quantitative data collection
1.3 Quantitative data analysis
Topic 2: Qualitative research
2.1 Characteristics of qualitative research
2.2 Qualitative data collection
2.3. Qualitative data analysis
Topic 3: Quantitative vs qualitative research (and data)
3.1. Quantitative vs qualitative data (video)
3.2 Quantitative Research vs Qualitative Research (video 1)
3.3 Quantitative vs qualitative research (video 2)
3.4 Quantitative vs qualitative research (video 3)
3.5 Empirical studies: qualitative vs quantitative (video 4)
3.6 How to measure the quality of quantitative and qualitative research?
Work-in-progress dissertation content review worksheet: a note for the ALRA (academic-oriented type) users
From time to time, a researcher using the agile literature review approach (ALRA) (academic-oriented type) needs to perform a stock-take and review of the major dissertation project ingredients to ensure that the project direction is in order. In this case, the researcher can make use of an inventory list (i.e. the work-in-progress (WIP) dissertation content review worksheet) to review the WIP dissertation quality. The worksheet template is shown as follows:
The research
gap statements |
The
derived research objective statements |
The
subsuming research questions |
Academic
ideas to use |
Research methods to use |
Research gap statement 1 |
Research objective statement 1 |
Research question 1.1 Research question 1.2 … etc. |
Academic idea 1.1 Academic idea 1.2 Academic idea 1.3 |
Research method 1.1 Research method 1.2 |
Research gap statement 2 |
Research objective statement 2 |
Research question 2.1 Research question 2.2 … etc. |
Academic idea 2.1 Academic idea 2.2 Academic idea 2.3 |
Research method 2.1 Research method 2.2 |
Research gap statement 3 |
Research objective statement 3 |
Research question 3.1 Research question 3.2 … etc. |
Academic idea 3.1 Academic idea 3.2 Academic idea 3.3 |
Research method 3.1 |
… etc. |
… etc. |
… etc. |
… etc. |
… etc. |
There are a number of review questions to consider when studying this review worksheet:
Question 1: Do these lower-level research gap and objective statements constitute a coherent pair of overall research gap and objective statements?
Question 2: Do the research questions appear convincing to be subsumed under their respective research objectives?
Question 3: Do the academic ideas appear to be relevant to inform the investigation of their respective research objectives and research questions? Is it necessary to increase (or decrease) the number of academic ideas to use? Is it necessary to improve the quality of the academic ideas to use?
Question 4: Do the research methods appear to be relevant to inform the the investigation of their respective research objectives and research questions? Is it necessary to increase (or decrease) the number of research methods to use? Is it necessary to improve the quality of the research methods to use?
If some of the answers to the four questions are negative, the students need to spend additional effort to: (i) carry out research gap analysis, (ii) carry out literature review, and (iii) study the subject of Research Methods. The effort then enables the researcher to refine the quality of the research gap and research objective statements, the quality of the research questions and the quality of the research methodology and the research method design.
** Some of the suggested research questions and academic ideas (e.g. theories to use) could come from your dissertation project supervisor. You, the researcher, can then include these suggestions into your review worksheet in order to carry out a holistic review of the WIP dissertation content.
Lastly, the review worksheet is for work-in-progress project review, it is thus not recommended to incorporate it into the researcher's dissertation report.
On the first layer of the onion model related to the popular research methodology profile of the MBA dissertation projects.
This practice note is for my MBA students doing dissertation projects with the agile literature review approach (ALRA).
When designing and evaluating the research methodology of your dissertation project, you should be able to make use of the onion model of research to conduct the design and evaluation exercise. This note deals with the first layer of the onion model, which is about the research philosophy layer. The main concern here is how to anchor your research methodology more explicitly on an appropriate research philosophy. I make use of the following diagram to offer a suggestion, primarily for students using the agile literature review approach (ALRA).
(re: the source video)
For my MBA students doing dissertation project with the agile literature review approach (the consulting-oriented project type), they do case study research, with both quantitative and qualitative research methods (also a kind of mixed method research in this case). As such, they would find the research philosophy of pragmatism most suitable to constitute philosophical foundation of their dissertation projects. In other words, their research design is to be linked to pragmatism (on the first layer of the onion model of research).
As to those students using the agile literature review approach (the academic-oriented project type), most likely, they do not do case study research; nevertheless, their method choice (layer 4 of the onion model) is very likely to be mixed methods research. Thus, the most attractive research philosophy choice (layer 1 of the onion model) for them is also pragmatism.
1. A related video to study: on research philosophy: the key concepts.
2. A video on: qualitative, quantitative and mixed methods research design
Reference
Saunders, M.N.K., Lewis, P. & Thornhill, A. (2019) Research methods for Business students. 8th edition. Harlow: Pearson.
A tool to organize the discussion on the onion model layer of "approaches" in the agile literature review approach (ALRA).
This practice note is for the MBA students doing dissertation project with the agile literature review approach.
On writing the dissertation report chapter of Research Methodology, students using the agile literature review approach make use of the diagrams of the theoretical framework level-1c (for the consulting-oriented project type) and the academic literature review tree-b (for the academic-oriented project type). It is expected that the students will then evaluate his/her research methodology in terms of the onion model of research. This practice note deals with layer 2 of the onion model, which is about the approaches to theory development (re: a brief video on this Research Method topic).
This note proposes using the following table to make explicit what specific approaches (to theory development) [layer 2 of the onion model] are employed in the research methods employed in the dissertation project under examination. The table template is as follows:
Research
methods employed |
Research approach tasks involved |
Research
method 1: semi-structured interview |
Induction
task 1.1: Induction
task 1.2: Deduction
task 1.1: Deduction
task 1.2: |
Research
method 2: questionnaire survey |
Deductive
task 2.1: |
Research
method 3: document study of exit interview records of ABC Ltd. |
Induction
task 3.1: Deduction
task 3.1: |
….etc. |
….etc. |
Further reading: examples of inductive and deductive reasoning.
Reference
Saunders, M.N.K., Lewis, P. & Thornhill, A. (2019) Research methods for Business students. 8th edition. Harlow: Pearson.