Fans pick 100 books like A Student's Guide to Open Science

Ritchie was part of a team that attempted to replicate a famous study led by a prominent psychologist, Daryl Bem, claiming that people did better on a word memorization test if they studied the words after taking the test.

Ritchie and his co-authors attempted to replicate this study and found no evidence supporting Bem’s claim. This is but one example of a scientific crisis in that attempts to replicate influential studies published in top peer-reviewed journals fail nearly half the time. Ritchie explains and illustrates the reasons for the current replication crisis in science.

You may have heard of ‘significance testing,’ and the magical ‘p < .05,’ which somehow makes a research result ‘significant,’ which is often taken as (almost) ‘true.’ Even if you haven’t heard of all that, Kline explains clearly why significance testing has been disastrous for science, leading to misleading conclusions and much valuable research not even being reported.

He draws on my work to explain how ‘the new statistics’ (estimation) is a much better way to understand results. The first chapter is fairly easy to read. Later chapters are also terrific but get more technical as Kline explains lots of ways to do things better. As I’m quoted on the back cover, “Read this book and see the future!” Happily, the future is increasingly looking as Kline recommended.

Yes, this is a textbook, but if you are seeking a research design and methods text for psychology or a related discipline, this is easily my top choice.

There are lots of references to topical stories to keep everything relevant for students. There’s a truckload of valuable stuff online to support both teachers and learners. This fourth edition is right up-to-the-moment, Chapter 3 especially so, as it explains three types of scientific claims, and four types of validity that researchers should aim to achieve. That may sound forbidding, but Morling’s examples and explanations are pleasingly accessible.  

Another research design textbook, this one more specifically about neuroscience. My co-author, neuroscientist Robert Calin-Jageman, highly recommends it.

This third edition has clear and up-to-date discussions of issues such as p hacking and publication bias that emphasise the need for Open Science. There’s a focus on effect sizes and confidence intervals, as in the new statistics. The book also describes strategies needed to enhance the rigor and reproducibility of neuroscience research.

I find it interesting when first-person unreliable narrators pose a moral dilemma for the reader: how far we sympathise with a character who may or may not be culpable of a crime.

From the very opening of the novel, we are told, "Tonight will be my first night under house arrest." Ruth Ardingly has just been released from prison to serve out a sentence of house arrest for arson and suspected murder (after the death of her seven-year-old grandson) at her farm, The Well. Returning to The Well, Ruth must piece together the tragedy that shattered her marriage and tore her family apart, amid the backdrop of a drought-ridden country, where, miraculously, The Well has water.

The novel is told retrospectively by Grandmother Ruth, whose narrative reliability is impacted by both memory and grief. 

Though this book focuses on psychology, it has lessons for all social sciences.

Chambers, like me, is critical of certain practices and yet deeply respectful of what has been accomplished. He devotes much of his attention to the problem of confirmation bias. We as humans are more likely to accept results that conform to prior beliefs.

Journals are also more likely to publish such results. Scholars play with their findings, adding or removing data points to achieve a target level of statistical significance. The result is that we are often more confident in scholarly consensus than we should be. Chambers explains complex ideas clearly, and is passionate about the need for reform.

A Marxist critique of evolutionary biology, authored by a geneticist, a neuroscientist, and a psychologist.  From a perspective about as far from the viewpoint of creationists as it is possible to get, these three scholars argue that the philosophical assumptions, methodology, and social organization of modern biology add up to a politically conservative conspiracy reinforcing capitalism, racism, classism, and misogyny. Although their attack is general, it is most specifically aimed at intelligence testing, which, they argue, is shoddy science in the service of racist ideology.

The proverbial scientist at work conjures the image of a solitary investigator bent over a workbench cluttered with arcane instruments nestled among reams of scribbled notes just waiting to be transformed into creative answers to pressing questions about the natural world. The image's simplicity belies the complexity of the process it purports to represent. Adding descriptions of the what, how, and why of scientific inquiry, observation, and analysis still misses a crucial element that makes the improvement, dissemination, and acceptance of new knowledge possible, namely the active behind-the-scenes collaboration between scientists and the illustrators, photographers, printers, and other artisans who use visual representation to shape and successfully communicate that knowledge. 

Mapping the Spectrum is not just an exhaustive and illuminating history of spectrum analysis.  In it, author Klaus Hentschel brilliantly exposes the essential role of visual culture in bringing this all-important tool of modern science to useful life.  He has… show more.

I studied at Tel Aviv University, where the name Gideon Toury was uttered in reverent tones. I never met Toury in person, and it was only towards my graduation that I finally got around to reading this iconic book.

To say that it is a smooth or engaging read would be a gross misrepresentation. Toury was a devout structuralist and a firm believer in the importance of scientific inquiry in the humanities. Accordingly, this is a book one reads in a staggered mode, one dense section at a time. This makes for an unusual reading experience, but there is something addictive about it, especially for contemporary readers.

We have grown so distant from this kind of extreme positivism, this undaunting belief in the possibility of unbiased scholarship, that for a brief moment, the numerous charts, formulas, and abbreviations that adorn the pages of Toury’s book seem almost amusing. But this… show more.

The authors explore why and how personal narratives should be used as evidence (in my case, in history), and the methods and pitfalls of their use. The authors stress the importance of recognizing that stories that people tell about their lives are never simply individual. Rather, they are told in historically specific times and settings and call on rules, models, and social experiences that govern how story elements link together in the process of self-narration. Stories show how individuals' motivations, emotions, and imaginations have been shaped by their cumulative life experiences. This book reveals in simple, jargon-free prose the understanding that takes place between narrators of personal narratives and their audience and enriches the results immeasurably.