Sunday, May 18, 2025

Reflective Writing on AI Tools for Literature Review


I have explored Digital research tools like OpenAlex, Connected Papers, and LitMaps that has played a pivotal role in supporting rigorous academic research by streamlining literature discovery, mapping scholarly networks, and uncovering overlooked yet relevant studies. 

OpenAlex, with its extensive open-source metadata database, provides a comprehensive and transparent foundation for exploring academic literature across disciplines. Its ability to reveal connections between authors, institutions, and concepts helps researchers situate their work within broader scholarly conversations. Connected Papers offers a visual, node-based map that contextualizes a research topic by linking it to prior and derivative works. This approach is especially useful for identifying foundational texts and recognizing peripheral studies that might not emerge in a traditional keyword-based search. LitMaps, meanwhile, excels in monitoring and visually organizing literature over time, enabling users to track evolving research trends and relationships between articles. Its intuitive timeline and tagging functions make it particularly valuable for managing long-term research projects where keeping updated is essential.

So far, I have extensively used OpenAlex and found it immensely valuable, particularly for tracing academic networks and citation patterns. Going forward, I will continue using OpenAlex while integrating Connected Papers and LitMaps into my workflow. Among the three, LitMaps stands out for its ability to support dynamic, evolving research projects like mine, which explore literary cartography, digital spatial theory, and geovisualization. Its clear visualizations and ability to track developments over time make it an ideal companion for organizing and expanding literature reviews.

These tools significantly help in reducing bias and broadening the scope of a literature review. Traditional research often leans heavily on known journals, familiar authors, and established canons, potentially reinforcing disciplinary silos or Western-centric perspectives. Digital tools introduce algorithmic suggestions and network-based recommendations that encourage discovery beyond one’s usual reading lists. They can expose the user to lesser-known publications, emerging voices, and interdisciplinary overlaps—thereby countering selection bias. Moreover, OpenAlex’s openness and inclusivity, LitMaps’ dynamic visualization, and Connected Papers’ graph-based logic collectively offer diverse entry points into academic knowledge systems. When used thoughtfully, these tools not only support more inclusive and systematic research but also align with critical methods by questioning dominant narratives and highlighting underrepresented areas—such as the noticeable absence of Indian literary cartographies in current research.

Citation Landscape of ' Narrative Cartography: From Mapping Stories to the Narrative of Maps and Mapping'

Tool: LitMaps


Article Title: Narrative Cartography: From Mapping Stories to the Narrative of Maps and Mapping


Journal: Cartographic Journal

Authoe:Se´bastien Caquard 1 and William Cartwright

Year of Publication: 2014 


CLick Here for Forward Citation


What patterns or schools of thought emerge?

While exploring the forward and backword citation of the article Narrative Cartography: From Mapping Stories to the Narrative of the Maps and mapping, there are common patterns and school of thoughts have emerged inluding the articles, papers and books od areas like, Digital huamnities, Digital Cartography, Spatial Thepries, Literary Cartographies, Mapping tools like GIS, Historical geography Geosparial Visualisation. Additionaly while looking the the forward citations Cartograohies of other fields like cinema, Land, Digital Literature,Memory Studies, Keeping trace of history are found.


Most Frequently Appearing Authors

These authors consistently contribute to or are cited within the fields of cartography, literary geography, and spatial humanities:

AuthorNotability / Area
David CooperLiterary geographies; co-editor of Literary Mapping in the Digital Age
Pablo Iván Azócar FernándezResearch in critical cartography and geovisualization
Barbara PiattiPioneer in literary cartography; Atlas of Fictional Worlds
Sébastien CaquardNarrative cartography; cartographic cinema
Rob KitchinTheoretical cartography, critical GIS, and geospatial epistemology
Robert E. RothCartographic design, user experience in geovisualization
C. FishWorks on spatial humanities and geocriticism


📚 Most Frequently Referenced Journals

These journals are dominant platforms for publishing and citing research on mapping, spatial theory, and geoinformation:

Journal TitleFocus Area
The Cartographic JournalCore journal for cartographic theory and practice
International Journal of Geo-InformationFocuses on spatial data infrastructure and geoinformation science
CartographiaScholarly work on cartography and geospatial science
International Journal of Geographic Information ScienceAdvanced GIS theory and methods
Journal of MapsPeer-reviewed cartographic outputs; includes fictional/spatial mapping
Cartographic PerspectivesResearch and visualizations in contemporary mapping practice
Cartographics: The International Journal for Geographic Information and GeovisualizationResearch on geovisualization, interface design, and spatial cognition




Are the
re any surprising gaps or contradictions?

There is a significant body of research encompassing Digital Humanities, Digital Cartography, Spatial Theories, Literary Cartographies, mapping tools like GIS, Historical Geography, and Geospatial Visualization. While much of the scholarship engages with historical and general cartography, a notable gap emerges in the context of literary cartography. The most surprising observation is that although several cartographic studies focus on Western fictional works, there appears to be a complete absence of similar cartographic explorations of Indian literature.


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Smart Researcher: How I Mapped My Citation Landscape

Smart Researcher: How I Mapped My Citation Landscape

Explore Citation Landscape of ' Narrative Cartography: From Mapping Stories to the Narrative of Maps and Mapping'

Reflective Writing


OpenAlex

Throughout my literature review, OpenAlex has been instrumental in helping me identify essential papers, books, and journals relevant to my research.

⮞ What is the main function or strength of this tool?
OpenAlex is a comprehensive, open-access scholarly database designed to facilitate structured research exploration. It provides detailed metadata on academic works, authors, institutions, journals, and topics. With its open-source model and rich API, it supports both individual research and large-scale bibliometric analysis, making it an excellent alternative to commercial databases like Scopus or Web of Science.

⮞ How user-friendly is the interface?
OpenAlex features a simple, accessible interface that supports effective scholarly exploration. Users can enter keywords to retrieve well-organized results, including titles, abstracts, author details, publication dates, sources, citation counts, and references. It also provides citation and reference data to contextualize a paper’s academic lineage. Additionally, the tool links to the full text when available and highlights open access resources. Its clean layout and organized structure make it an efficient platform for literature review.



⮞ What kind of outputs does it generate?
OpenAlex generates detailed, text-based outputs with comprehensive metadata. Each result includes:

  • Title, authors, and abstracts

  • Publication date and source journal

  • Citation and reference data

  • Subject classification and open access status

  • Links to full text, if available
    Although it doesn’t offer visual graphs, its structured layout enables effective scholarly navigation and bibliometric analysis.

⮞ Did the tool help you discover any new or unexpected resources?
Absolutely. OpenAlex led me to foundational journals such as The Cartographic Journal and several Digital Humanities journals. These sources significantly enriched my research, offering new perspectives and anchoring my work in established scholarship within literary cartography and digital humanities.

⮞ What are its limitations?
OpenAlex, while robust, has a few limitations:

  • Lack of Visual Tools: It does not offer visualizations like citation graphs or thematic maps.

  • Dependent on External Sources: Full texts are not hosted; access depends on external platforms or open access availability.

  • Limited Filtering: The search interface has fewer advanced filtering options compared to specialized research databases.

  • No Personalization Features: It lacks options for saving searches, generating reading lists, or receiving recommendations.

Nonetheless, OpenAlex remains an invaluable, free resource for academic research and literature analysis.



LitMaps

⮞ What is the main function or strength of this tool?
LitMaps excels in visually organizing and tracking scholarly articles related to a specific keyword or research area. It automatically updates users with newly published papers relevant to their chosen topic, helping researchers stay current and identify thematic trends and scholarly connections.

⮞ How user-friendly is the interface?
The interface of LitMaps is highly intuitive and user-friendly. Users can easily search for academic articles using keywords or DOI numbers, and seamlessly generate visual citation maps. The tool supports the integration of multiple topics into a single map, allowing for the exploration of interconnections and thematic overlaps. Users can view references and citations for each article directly within the map, which aids in tracking the evolution of research. The platform also supports the discovery of recent publications, keeping researchers up-to-date with developments in their field.

⮞ What kind of outputs does it generate?
LitMaps produces interactive visual outputs that greatly enhance the literature review process:

  • Citation Trails: Display how one paper is cited by others, helping to trace academic influence.

  • Network Graphs: Show relationships between articles based on thematic and citation linkages.

  • Metadata Summaries: Include titles, authors, abstracts, publication dates, and citation counts.

  • Timeline View: Organizes papers chronologically, offering a temporal perspective of research evolution.


⮞ What keywords, DOI, or papers did you use to start your search?
I began with the foundational book Literary Mapping in the Digital Age, edited by David Cooper, which served as a springboard into the field of literary cartography.

⮞ Did the tool help you discover any new or unexpected resources?
Yes. Despite having already explored a significant portion of the literature, LitMaps revealed several new and unexpected articles relevant to my research on cartography. These works provided critical insights that aligned closely with my research objectives. Examples include:



⮞ What are its limitations?
LitMaps has a few notable limitations. The free version restricts users to only three maps. To create additional maps, users must delete existing ones or opt for a paid subscription. Additionally, the article import feature often fails to retrieve data, making it unreliable for incorporating external sources. The platform also doesn’t host full-text articles, providing access only if they are available through open access or external links.


Connected Papers

⮞ What is the main function or strength of this tool?
Connected Papers is designed to visualize the academic landscape around a specific research paper. By entering a title or DOI, it generates a graph based on citation relationships, showing both foundational and derivative works. This allows researchers to trace the development of ideas and discover influential papers they may not have otherwise encountered.

⮞ How user-friendly is the interface?
Connected Papers offers an exceptionally clean and easy-to-navigate interface. Its dual display modes—graph and list—cater to both visual and detailed analytical approaches. The graph view presents an interactive network of papers, color-coded by publication date (older papers in faded tones, newer in bold). The list view provides detailed information on each paper, including the title, authors, year of publication, citation count, and similarity to the original work. It also includes filters for access type (free PDFs, open access, code availability), and users can export the entire graph and list into Word format.

⮞ What kind of outputs does it generate?
Connected Papers produces several valuable outputs:

  • Visual Graphs: Show related works through thematic and citation-based links.

  • Citation Trails: Implicitly represented through connections between prior and derivative works.

  • List View: Includes detailed paper metadata and similarity scores.

  • Color-coded Timeline: Aids in tracking research development over time.

  • Exportable Data: Graphs and metadata can be downloaded for citation management.

⮞ What keywords, DOI, or papers did you use to start your search?
I started with Literary Mapping in the Digital Age, edited by David Cooper.

⮞ Did the tool help you discover any new or unexpected resources?
Yes, Connected Papers surfaced a range of related literature, expanding my awareness of the broader discourse in literary cartography.

⮞ What are its limitations?
While powerful, Connected Papers has its drawbacks. It does not provide access to full-text articles and draws heavily from Semantic Scholar, which may miss less-cited or niche journal articles—such as those from The Cartographic Journal. Additionally, it doesn’t show explicit citation chains (i.e., who cites whom directly), and lacks features for annotation or note-taking. Despite this, its graphical overview makes it an excellent tool for literature exploration.


Note: However, while exploring these web tools, it is often the case that full-text articles are not readily available on all platforms. In such instances, the complete resources can be accessed through databases like JSTOR, Taylor & Francis, and ONOS.

Sunday, May 4, 2025

Literature Review: Ph.D. Coursework Activity

 Literature Review: Ph.D. Coursework Activity

This blog is written in response to the Ph.D. coursework activity assigned by Prof. Dr. Dilip Barad, Department of English, Maharaja Krishnakumarsinhji Bhavnagar University. In this post, I aim to explore the concept and significance of a Literature Review.

What is a Literature Review?

A literature review is a fundamental component of research writing that underpins and supports the arguments made by a researcher. It involves the critical examination and synthesis of existing scholarly work related to a specific area of study.

According to Fink, a literature review is defined as “a systematic, explicit, and reproducible method for identifying, evaluating, and synthesising the existing body of completed and recorded work produced by researchers, scholars, and practitioners.”

A well-constructed literature review not only informs us about the work already conducted in a given field but also reveals how scholars have approached specific topics and theoretical frameworks. It allows the researcher to build upon the intellectual foundation laid by others—standing, as it were, on the shoulders of giants—not merely to observe what they have achieved, but to envision possibilities beyond their scope. Thus, reviewing existing literature paves the way for fresh insights and helps in reassessing previously held views.


Here are some the with reading articles:


➤Key Takeaways from the Videos: Foundational Concepts for Literature Review

While reviewing related literature, three fundamental questions must be considered, as emphasized in the first video:

  1. What? – What is there that can be known? What is knowable?
  2. Why? – What is the relationship between the knower and the known?
  3. How? – How do we discover or come to know these things?

These questions are central to any research process. In light of them, it becomes essential to analyse everything encountered in a clear and unbiased manner. A researcher must observe findings with neutrality and curiosity. This attitude of inquiry ensures that the literature review is not merely a reproduction of existing ideas but becomes a process of generating knowledge and understanding knowability itself.


The Johari Window: The Realms of Knowability

The concept of Johari Window, introduced by Joseph Luft and Harrington Ingham, was originally developed to enhance self-awareness and interpersonal communication. However, it also applies meaningfully to the research process by revealing the dimensions of what we know and don’t know. The four realms it identifies are:

  1. I know what I know – This refers to the conscious awareness of one’s knowledge.

  2. I know what I don’t know – This indicates a recognition of knowledge gaps, which can be addressed through research.

  3. I don’t know what I know – This refers to tacit or subconscious knowledge that might be revealed through reflection or experience.

  4. I don’t know what I don’t know – This is the realm of complete ignorance—areas we are unaware even exist.

This model encourages researchers to be constantly alert to their assumptions, blind spots, and unexamined ideas. It also underscores the importance of skepticism in the research process. To question and doubt one's understanding repeatedly is a crucial step toward deeper inquiry. Research, being a scientific process, is fundamentally grounded in doubt, questioning, and critical thinking.


In her work Research Practice for Cultural Studies, Ann Gray presents three fundamental philosophical questions that structure the process of research:

  1. Ontological QuestionWhat is there that can be known? What is the nature of reality?

  2. Epistemological QuestionWhat is the relationship between the knower and the known?

  3. Methodological QuestionHow do we come to know what we know?

These three questions provide a framework for understanding the nature, acquisition, and methods of knowledge. Let us explore them in detail:


Ontology: The Study of Existence and Reality

Ontology is the branch of philosophy concerned with the nature of being, existence, or reality. In research, ontological questions seek to understand what kinds of things exist in the world and what can be studied. Two major branches of philosophical ontology are:

  • Ontological Materialism – This worldview asserts that material or physical things are more real than ideas or thoughts. It maintains that reality exists independently of the human mind or perception.

  • Ontological Idealism – In contrast, idealism emphasizes that immaterial phenomena—such as thoughts, ideas, and consciousness—are more fundamental than material objects. It suggests that reality is constructed in the minds of the observers.

A useful metaphor for understanding this dichotomy is the relationship between shoes and walking. The shoes are material and can be seen, while walking is an abstract activity. Despite their differences, both are essential and interconnected. The same is true for materialism and idealism—they represent two necessary perspectives on reality.

Philosopher René Descartes famously declared, “I think, therefore I am.” However, this statement can be reversed to say, “I am, therefore I think,” suggesting that both existence (being) and thought (consciousness) are interdependent. This illustrates how materialism and idealism are not mutually exclusive but are essential counterparts in understanding reality.


Epistemology: The Study of Knowledge

Epistemology is the philosophical study of knowledge. It deals with questions such as:

  • What is knowledge?

  • How do we acquire it?

  • What justifies a belief as true knowledge?

Knowledge is commonly defined as a justified true belief. For a belief to be considered knowledge, it must satisfy the following three criteria:

  1. It must be true.

  2. The individual must believe it.

  3. The belief must be justified with sufficient evidence.

The justification of belief involves presenting logical, high-quality, and reliable evidence. Without evidence, a belief remains an opinion rather than established knowledge.

There are two principal schools within epistemology:

  • Empiricism – This school of thought maintains that all true knowledge arises from sense experience. In this view, belief is validated when it is experienced, observed, and proven through physical evidence.

  • Rationalism – Rationalism asserts that reason and logic, rather than sensory experience, are the primary sources of knowledge. A rational and logical human mind is capable of arriving at truth through intellectual deduction.

Within rationalism, there are three key approaches:

  1. Deductive Reasoning – Moving from general principles to specific conclusions.

  2. Intuitive Method – Gaining insight through reflection, perception, or immediate awareness.

  3. Logical Reasoning – Accepting conclusions based on coherence and logical consistency within the mind.


To conduct an effective literature review, one must not only summarize existing works but engage critically with their ontological, epistemological, and methodological foundations. The process involves a continuous cycle of inquiry, skepticism, reflection, and synthesis—transforming scattered information into meaningful, structured knowledge.


Purpose and Significance of the Literature Review

In the age of the Internet, the researcher is faced with an overwhelming volume of information—a phenomenon often referred to as information explosion or information overload. In The Literature Review: Its Role Within Research, Booth highlights the importance of developing information literacy, stating that:

“An information-literate person is able to recognise when information is needed and has the skills to locate, evaluate, and use information effectively.”
(CILIP, 2009, w037)

The purposes of conducting a literature review are manifold:

  • To place each scholarly work within the broader context of how it contributes to understanding the subject;

  • To analyse the interrelationships among existing studies;

  • To identify gaps, contradictions, or unexplored areas in previous research;

  • To uncover new interpretations or perspectives;

  • To avoid duplicating past research unnecessarily;

  • To identify opposing views

  • To identify methods that could be relevant to your study.

  • To provide direction for future research; and

  • To situate one’s own original contribution within the framework of existing scholarship.

While the primary goal may be to take stock of existing knowledge, a literature review also serves practical ends. It can assist in the design of your research, guide the selection of appropriate theories or methodologies, and inform the choice of tools, instruments, or scales. Furthermore, it highlights research gaps that may signal unexplored questions or potential areas for innovation.

In this way, the literature review becomes more than a survey of existing work; it becomes an essential intellectual exercise that shapes the direction and depth of one’s own research journey.


There are two primary objectives of a literature review:

  1. Information Seeking – This involves systematically scanning the available literature to gather relevant information on the research topic.

  2. Critical Appraisal – This refers to the ability to apply analytical principles in order to evaluate whether a study is unbiased, valid, and methodologically sound.

https://youtu.be/rKsptYoeBiU?feature=shared A well-constructed literature review must:

  • Be organized around and directly relevant to the thesis or research questions being developed.

  • Synthesize findings into a coherent summary that highlights what is already known and what remains unknown in the field.

  • Identify areas of controversy or disagreement within the existing literature, thereby acknowledging different perspectives and debates

The third question of a literature review are questions that a researcher needs to ask themselves. In a literature review, asking questions is of the utmost importance. At its core, a literature review involves exploring what has already been published on a given topic by accredited scholars and researchers. It is not merely a summary of existing work but a critical engagement with it.

The process of research is metaphorically described as "standing on the shoulders of giants"—not only to understand what has already been achieved, but also to see beyond the vision of past scholars, thereby identifying new possibilities and perspectives within your own research focus.

An effective literature review involves locating and contextualizing existing literature within broader discourses and knowledge systems, recognizing how ideas have evolved, where gaps exist, and how your own work contributes to and extends the existing body of knowledge.


 

Here are some research questions for a researcher, suggested in the video to be asked oneself.

  1. What is the specific thesis, problem, or research question that my literature review helps to define?

  2. What type of literature review am | conducting? Am I looking at issues of theory? methodology? policy? quantitative research (e.g. on the effectiveness of a new procedure)? qualitative research (e.g., studies )?

  3. What is the scope of my literature review? What types of publications am I using (e.g., journals, books, government documents, popular media)? What discipline am I working in (e.g., Engineering, Psychology, Humanities, Pharmacy, Management)?

  4. How good was my information seeking? Has my search been wide enough to ensure I've found all the relevant material? Has it been narrow enough to exclude irrelevant material? Is the number of sources I've used appropriate for the length of my paper?

  5. Have I critically analysed the literature I use? Do I follow through a set of concepts and questions, comparing items to each other in the ways they deal with them?

  6. Instead of just listing and summarizing items, do I assess them, discussing strengths and weaknesses?

  7. Have I cited and discussed studies contrary to my perspective?

  8. Will the reader find my literature review relevant, appropriate, and useful?

  9. Has the author formulated a problem/issue?

  10. Is it clearly defined? Is its significance (scope, severity, relevance) clearly established?

  11. Could the problem have been approached more effectively from another perspective?

  12. What is the author's research orientation (e.g., interpretive, critical science, combination)?

  13. What is the author's theoretical framework (e.g., psychological, developmental, feminist)?

  14. Has the author evaluated the literature relevant to the problem/issue? Does the author include literature taking positions she or he does not agree with?

  15. In a research study, how good are the basic components of the study design (e.g., population, intervention, outcome)?

  16. How accurate and valid are the measurements? Is the analysis of the data accurate and relevant to the research question? Are the conclusions validly based upon the data and analysis?

  17. How does the author structure the argument?

  18. Can you "deconstruct" the flow of the argument to see whether or where it breaks down logically (e.g., in establishing cause-effect relationships)?

  19. In what ways does this book or article contribute to our understanding of the problem under study, and in what ways is it useful for practice? What are the strengths and limitations?

  20. How does this book or article relate to the specific thesis or question I am developing?


Steps in Writing a Literature Review:

Writing a literature review involves a structured process that gradually leads to a coherent and comprehensive final draft. The following six steps serve as a practical guide:

  1. Make a table of all works reviewed or considered for review

  2. Annotated Bibliography of selected works: It can be in chronological or alphabetical order.

  3. Reorganise the 'order': Your 'hypothesis' shall guide you in reorganizing. This re-ordering depends on the flow of your arguments. Make your own trajectory.

  4. Now write introductory and concluding lines. These lines shall be written to 'hook paragraphs' with each other. Write in such a way that the transitions from one paragraph to another help the 'flow of ideas'.

  5. Now write the 'Concluding Paragraph' of the 'Review of Related Literature'. Start with a clear, strong, and concrete statement. Make your conclusions about your 'Literature Review'.

  6. Now, write 'Introduction'. The thesis statement shall be 'last' in the Introduction and 'first' in the Conclusion.


While working on a literature review, it is essential for a scholar to document every piece of research they encounter throughout the process. Even though a researcher may consult hundreds or even thousands of sources, only a select few—perhaps 10 to 15—may prove directly useful and relevant to their study. Nevertheless, the process of thoroughly reviewing literature enables scholars to navigate the breadth of existing knowledge, ensuring that their own research is well-informed, contextually grounded, and methodologically sound. This rigorous engagement with the literature not only strengthens the foundation of the study but also sharpens the research focus by distinguishing what is useful from what is not.


➤ Reflections and Applications to my Research:

Research Area Focus:
The broader area of the research lies within the domain of Digital Humanities, with a specific emphasis on Digital Cartography.


1. Purpose and Role of Literature Review in the Research

The literature review serves multiple essential purposes:

  • It helps establish the existing scholarly discourse on digital cartography, migration, ecology, memory, and spatial studies, thereby framing the academic landscape in which this research is situated.

  • It assists in positioning Amitav Ghosh’s novels within these interdisciplinary frameworks, particularly in examining how his narratives engage with ecological crises, human migration, and the construction of cultural histories.

  • It enables a critical evaluation of how a cartographic approach to literary analysis is both innovative and grounded in established critical traditions—particularly those from ecocriticism, postcolonial studies, memory studies, and diachronic/digital cartographic theory.

2. Asking Foundational Questions: What, Why, and How

The three fundamental research questions frame the literature review process:

  • What is knowable? – This involves investigating the extent to which Ghosh’s ecological imagination, portrayals of migration, and representations of spatial-cultural memory have already been explored in existing literature.

  • Why is this important? – The relevance lies in offering a novel interpretive lens that re-reads Ghosh’s narratives through the frameworks of cartography and memory mapping, highlighting neglected dimensions in spatial and cultural analysis.

  • How can these questions be answered? – Methodologically, this entails engaging qualitative textual analysis, cartographic mapping, and digital tools, thereby drawing on both traditional literary methods and contemporary digital techniques.

3. Theoretical Framework: Ontology and Epistemology

This research is rooted in foundational philosophical inquiries:

  • Ontology focuses on what exists within narrative space—such as landscapes, borders, displacement, and ecological realities. The spatial settings in Ghosh’s fiction (e.g., the Sundarbans, transoceanic routes in the Ibis Trilogy) encompass both material and cultural realities, relevant to frameworks of Ontological Materialism and Idealism.

  • Epistemology concerns itself with how knowledge is constructed and validated—particularly how spatial memory and cultural identity are rendered in narrative and how these can be mapped. Here, cartography becomes a bridge between empirical observation (migration routes, environmental changes) and rational interpretation (memory, identity, displacement).

An apt metaphor to encapsulate this relation:

  • Shoes represent Ghosh’s novels—the narrative spaces and textual structures that are visible and analyzable.

  • Walking symbolizes the theoretical movement through these texts—engaging cartographic theories alongside themes of spatial memory, ecology, and migration. Both elements are interdependent and must be considered together.

4. Johari Window: Awareness in Research Practice

Joseph Luft and Harrington Ingham’s Johari Window provides an insightful lens for self-reflexivity in research:

  • Awareness of what is known and unknown fosters critical insight.

  • Openness to discovering unseen or overlooked patterns in Ghosh’s texts, especially through the lens of cartographic reinterpretation, is crucial.

  • Recognition of the researcher's own positionality and bias allows for a more balanced, critically distanced review of existing literature.

The literature review in this research performs a dual function: it acts as a cartographic mapping of intellectual terrain and lays the groundwork for mapping the narrative geographies within Ghosh’s novels. As Ghosh chronicles the movement of people, ecologies, and cultural memory, the review mirrors this movement across critical texts and theoretical traditions. The ultimate goal is not only to synthesize what has been said but to critically visualize what remains invisible or unexamined—especially in the cultural memory of displaced communities and the representation of fragile, endangered ecosystems.

The most vital takeaway is the discipline of continuous questioning. At every stage of the literature review and broader research process, returning to critical, foundational questions sharpens both focus and originality. In the context of my research—Migration and Ecology: A Cartographic Study of Spatial and Cultural Memory in Amitav Ghosh's Novels—persistent inquiry serves several essential purposes:


The Power of Asking Questions

  1. Interrogating the Known

    • What has already been said about migration and ecology in Ghosh’s novels?

    • Which scholars have approached his work through spatial or memory frameworks?

    • What cartographic methods—literal or metaphorical—have been applied to literary analysis?

  2. Identifying the Unknown

    • What gaps exist in the intersection between literary studies and digital cartography?

    • Which voices or geographies are underrepresented in current readings of Ghosh?

    • Where do ecological and cultural memories remain unmapped in scholarship?

  3. Challenging Assumptions

    • Are the existing interpretations of space in Ghosh’s work limited by traditional critical boundaries?

    • Can cartography reveal hidden narrative patterns or spatial politics that textual analysis alone may miss?

    • What happens when maps are not just tools but epistemological devices within fiction?

  4. Shaping Methodology

    • Which mapping strategies align best with literary themes of displacement and environmental crisis?

    • How can digital cartographic tools ethically and accurately represent cultural memory?

    • Is it possible to visualize trauma or loss without flattening their complexity?

A Research Practice Anchored in Skepticism and Curiosity

Like a cartographer who redraws maps based on shifting borders or new discoveries, the literary researcher must redraw interpretive maps through continual questioning. This recursive process does not signal uncertainty—it is the very engine of deeper understanding. By doubting, re-evaluating, and asking again, the researcher avoids premature closure and remains open to emergent insights.

As echoed in both scientific and philosophical traditions, the act of questioning is not a detour from knowledge but the path to it.

In this study, asking questions again and again is not merely a methodological step—it becomes an epistemological stance. The literature review, then, is not just a catalogue of what has been said, but a living inquiry into what still needs to be asked. It transforms static knowledge into a dynamic, evolving map—one that guides the researcher through the terrain of Amitav Ghosh’s world and beyond.

Thank you...

Note: The language of this write up is modified with the help of generative AI ChatGPT.



Learning Outcome: Ph.D. Coursework

  Reflections on the Ph.D. Coursework This blog reflects my learning outcomes and personal insights from the recently completed Ph.D. Cours...