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Study Guide: The Peripheral by William Gibson (SuperSum…
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Study Guide: Empire of AI by Karen Hao (SuperSummary)
Analyzing literature can be hard — we make it easy! Thi…

Address research questions fast • Gems
Your qualitative study in one place, enhanced by AI.

Document Analysis as a Qualitative Research Method
This article examines the function of documents as a data source in qualitative research and discusses document analysis procedure in the context of actual research experiences. Targeted to research novices, the article takes a nuts‐and‐bolts approach to document analysis. It describes the nature and forms of documents, outlines the advantages and limitations of document analysis, and offers specific examples of the use of documents in the research process. The application of document analysis to a grounded theory study is illustrated.

Practical Guide to Grounded Theory Research — Delve
Learn how to do grounded theory, a popular qualitative research methodology where data collection and analysis happen together in cycles.

The Principles of Open Scholarly Infrastructure (v2.0, 2025)
POSI version 2.0 released October 2025 The POSI Adopters reviewed the version 1.1 principles and consulted with the community to create version 2.0, released in October 2025. The new/always-current …
Dylan Wiliam on Twitter / X
The best journal article titles tell you what the study actually found, rather than being a teaser to make you read the paper. Here's a good example: "Spaced mathematics practice improves test scores and reduces overconfidence" https://t.co/iXxdkAgYPM ($)— Dylan Wiliam (@dylanwiliam) December 31, 2024
Conducting a Qualitative Document Analysis
Document analysis has been an underused approach to qualitative research. This approach can be valuable for various reasons. When used to analyze pre-existing texts, this method allows researchers to conduct studies they might otherwise not be able to complete. Some researchers may not have the resources or time needed to do field research. Although videoconferencing technology and other types of software can be used to reduce some of the obstacles qualitative researchers sometimes encounter, these tools are associated with various problems. Participants might be unskillful in using technology or may not be able to afford it. Conducting a document analysis can also reduce some of the ethical concerns associated with other qualitative methods. Since document analysis is a valuable research method, one would expect to find a wide variety of literature on this topic. Unfortunately, the literature on documentary research is scant. This paper is designed to close the gap in the literature on conducting a qualitative document analysis by focusing on the advantages and limitations of using documents as a source of data and providing strategies for selecting documents. It also offers reasons for using reflexive thematic analysis and includes a hypothetical example of how a researcher might conduct a document analysis.
Books
I did recently buy the ARM book and I am finishing to read it from cover to cover. It is the first time I find a book with an easy to follow, consistent and extremely didactic material for regression analyses. If you have come to this blog looking for information on the book I highly recommend it.
Refine
I recently tried refine, an AI tool for refining academic articles, developed by Yann Calvó López and Ben Golub.


Guest post: If you’re going to critique science, be scientific about it
Loren K. Mell Editor’s note: This post responds to a Feb. 13 article in The Atlantic, “The Scientific Literature Can’t Save Us Now,” written by Retraction Watch cofounders Adam Marcus and Ivan Oran…

Good news, everyone! I have a short piece coming out in The Conversation on Monday that explains the main issues with this study. It's impossible for me to have the same media reach as the original press release. So I'd be extremely grateful if people could help me share it as widely as possible 🙏
G. Willow Wilson
Good news, everyone cnn.com/2026/05/14/health/arts-ageing…
1/ Lots of thoughts about the new White House science and tech policy report, meanwhile just a few quick notes (I only skimmed it so far but plan to read through it)
Science: A New Golden Age
www.whitehouse.govWhat can we learn from automating an entire quantitative social science paper, from prompt to finished product? Thread about ongoing work with @natewilmers.bsky.social 1/12 Paper: osf.io/preprints/socarxiv/24xfq