Scott Clifford's Avatar

Scott Clifford

@scottclifford.bsky.social

Professor of Political Science. http://scottaclifford.com/

1,505 Followers  |  645 Following  |  46 Posts  |  Joined: 21.09.2023  |  2.152

Latest posts by scottclifford.bsky.social on Bluesky

This paper was a blast to work on. The challenge: present party positions across many issues, in real time, using language voters actually use. ๐Ÿงต on why we went with a more involved retrieval-based approach and where I think these tools are headed.

12.12.2025 14:28 โ€” ๐Ÿ‘ 10    ๐Ÿ” 4    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Preview
Why moderate voters choose extreme candidates: voter uncertainty as a driver of elite polarization Abstract. Representative democracy depends on elected officials reflecting votersโ€™ policy preferences. Yet, US elected officials are more ideologically ext

Partisan voters can reward candidates who stick to the party line even on unpopular issues. Under uncertainty, voters infer that ideologically rigid candidates are also more likely to back the party's other, more popular positions academic.oup.com/sf/advance-a...

08.12.2025 07:23 โ€” ๐Ÿ‘ 5    ๐Ÿ” 4    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Preview
Survey Professionalism: New Evidence from Web Browsing Data | Political Analysis | Cambridge Core Survey Professionalism: New Evidence from Web Browsing Data

They find that survey professionalism is common, but there is limited evidence that survey professionals lower data quality. Professionals do not systematically differ from non-professionals and donโ€™t exhibit more response instability. Read the paper here: www.cambridge.org/core/journal...

04.12.2025 18:05 โ€” ๐Ÿ‘ 1    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Post image

Currently in FirstView: In โ€œSurvey Professionalism: New Evidence from Web Browsing Data,โ€ Bernhard Clemm von Hohenberg, @tiagoventura.bsky.social, Tiago Ventura, @jonathannagler.bsky.social, @ericka.bric.digital, & Magdalena Wojcieszak provide evidence on survey professionalism across three samples.

04.12.2025 18:05 โ€” ๐Ÿ‘ 7    ๐Ÿ” 6    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Post image

Survey experiments' popularity in political science is getting attention. What is good and bad about them? How can one maximize their benefits and mitigate their downsides?

Greg Huber and I wrote up our thoughts:
Paywalled: doi.org/10.1016/bs.h...
Free: m-graham.com/papers/Huber...

04.12.2025 13:54 โ€” ๐Ÿ‘ 94    ๐Ÿ” 23    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 4
Post image

NEW PAPER w/ @cselmendorf.bsky.social & @jkalla.bsky.social:

An under-appreciated reason why voters oppose dense new housing, especially in less-dense neighborhoods: they think it looks ugly and want to prevent that, even in other neighborhoods.

Some of what we think is NIMBYism might not be!

25.11.2025 20:12 โ€” ๐Ÿ‘ 108    ๐Ÿ” 23    ๐Ÿ’ฌ 35    ๐Ÿ“Œ 42
PNAS Proceedings of the National Academy of Sciences (PNAS), a peer reviewed journal of the National Academy of Sciences (NAS) - an authoritative source of high-impact, original research that broadly spans...

A thread on our recent paper (w/Raihan Alam @raihanalam) in PNAS on why punishment often fails and what it means for crime, cooperation, democracy, and the rule of law. Iโ€™m super excited for it, itโ€™s the labโ€™s most extensive experimental work to date. Check it out! 1/
www.pnas.org/doi/full/10....

19.11.2025 23:39 โ€” ๐Ÿ‘ 28    ๐Ÿ” 11    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 1

Do any meta-analyses or other reflection pieces exist that catalog the sorts of mechanisms specifically, and outcomes generally, studied as consequences of providing white Americans information on their declining population share?

19.11.2025 14:28 โ€” ๐Ÿ‘ 2    ๐Ÿ” 4    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
OSF

(1/10) ๐ŸšจPreprint alert!๐Ÿšจ

In this article, I challenge claims of a generational rise of conservative men. In the media and recent academic publications, the so-called โ€˜youth gender gapโ€™ has been interpreted as a generational phenomenon.

doi.org/10.31234/osf...

16.11.2025 14:24 โ€” ๐Ÿ‘ 112    ๐Ÿ” 54    ๐Ÿ’ฌ 5    ๐Ÿ“Œ 9

I still hear reviewer 2 saying "yes but in this case..."

12.11.2025 14:36 โ€” ๐Ÿ‘ 4    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Post image

โœจNew preprint! Why do people express outrage online? In 4 studies we develop a taxonomy of online outrage motives, test what motives people report, what they infer for in- vs. out-partisans, and how motive inferences shape downstream intergroup consequences. Led by @felix-chenwei.bsky.social ๐Ÿงต๐Ÿ‘‡

11.11.2025 16:34 โ€” ๐Ÿ‘ 40    ๐Ÿ” 18    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1
The image shows the paper's title and abstract.

The image shows the paper's title and abstract.

New WP on political violence in democracies with the fantastic @dianebolet.bsky.social and @bjarneck.bsky.social. Sadly very topical, but with some positive results

osf.io/preprints/so...

1/

05.11.2025 14:00 โ€” ๐Ÿ‘ 18    ๐Ÿ” 6    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Preview
Very few Americans support actual political violence. Many more support intimidation. Almost no one thinks itโ€™s appropriate to kill your political opponents, but many more would dox them.

Very few Americans support actual political violence.

Many more support intimidation.

Almost no one thinks itโ€™s appropriate to kill your political opponents, but many more would dox them.

Read the latest: goodauthority.org/news/very-fe...

31.10.2025 17:03 โ€” ๐Ÿ‘ 10    ๐Ÿ” 7    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Post image Post image

After a huge post-election flip in economic perceptions, I thought Democrats and Republicans might be lying to pollsters to send a partisan message โ€” but I was wrong!

New in the Journal of Experimental Political Science (open access): doi.org/10.1017/XPS....

27.10.2025 16:23 โ€” ๐Ÿ‘ 94    ๐Ÿ” 43    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 8
BJPolS abstract discussing the impact of anti-corruption policies in electoral politics with a focus on recent elections around the globe.

BJPolS abstract discussing the impact of anti-corruption policies in electoral politics with a focus on recent elections around the globe.

#OpenAccess from August 2025 -

Cleaning up Politics: Anti-Corruption Appeals in Electoral Campaigns - cup.org/4msGB8X

"Surprisingly, a clean disciplinary record does not substantively enhance a candidateโ€™s anticorruption appeal..."

- Sofia Vera

14.10.2025 02:00 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Post image Post image Post image

A cautiously optimistic result on AI and disinformation.

A week before 2024 UK elections 13% of all voters used AI to ask about political topics. A randomized trial found this may be good: using AI led to similar gains in true knowledge as doing web research, regardless of model & prompt used.

18.09.2025 20:15 โ€” ๐Ÿ‘ 68    ๐Ÿ” 18    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 3
OSF

๐Ÿ“ฃ MORAL APPEALS IN POLITICAL COMMUNICATION ๐Ÿ“ฃ
New version of @twidmann.bsky.social and my working paper answering:
* Have moral appeals increased over time?
* Is the tendency to moralize ideologically patterned?
* Are some topics consistently more moralized than others?
osf.io/preprints/os...

15.09.2025 07:46 โ€” ๐Ÿ‘ 45    ๐Ÿ” 14    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 1
Summary of design and results from our three studies. (A: Design) Each study used a similar experimental design, measuring both positive and negative demand in an online experiment, with three commonly-used task types (dictator game, vignette, intervention). Our experiments had ns โ‰ˆ 250 per cell. (B: Results) Observed demand effects were statistically indistinguishable from zero. The plot shows means and 95% confidence intervals for standardized mean differences derived from frequentist analyses of each experiment and an inverse variance-weighted fixed-effect estimator pooling all experiments (solid bars). Prior measurements of experimenter demand from a previous dictator game experiment (de Quidt et al., 2018; standardized mean difference from regression coefficient) and a meta-analysis primarily including small-sample, in-person studies (Coles et al., 2025; Hedgeโ€™s g statistic) are also shown for comparison (striped bars). The main text includes Bayesian analyses that quantify our uncertainty.

Summary of design and results from our three studies. (A: Design) Each study used a similar experimental design, measuring both positive and negative demand in an online experiment, with three commonly-used task types (dictator game, vignette, intervention). Our experiments had ns โ‰ˆ 250 per cell. (B: Results) Observed demand effects were statistically indistinguishable from zero. The plot shows means and 95% confidence intervals for standardized mean differences derived from frequentist analyses of each experiment and an inverse variance-weighted fixed-effect estimator pooling all experiments (solid bars). Prior measurements of experimenter demand from a previous dictator game experiment (de Quidt et al., 2018; standardized mean difference from regression coefficient) and a meta-analysis primarily including small-sample, in-person studies (Coles et al., 2025; Hedgeโ€™s g statistic) are also shown for comparison (striped bars). The main text includes Bayesian analyses that quantify our uncertainty.

We often hear from reviewers: "what about demand effects?" So we developed a method to eliminate them. Something weird happened during testing: We couldnโ€™t detect demand effects in the first place! (1/8)

15.09.2025 17:18 โ€” ๐Ÿ‘ 86    ๐Ÿ” 40    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 6
Abstract for paper: Scholars increasingly conceptualize populism by whether politicians use people-centric
and anti-elite appeals that pit a homogeneous people against a corrupt elite. These appeals
reflect โ€œthinโ€ ideology because they offer no programmatic content and thus politicians
must pair these appeals with more substantive positions, termed their โ€œhostโ€ (or thick)
ideology, which often consists of nativism on the right (e.g., espousing anti-immigrant
positions) and socialism on the left (e.g., prioritizing redistribution). An emerging
literature has thus sought to estimate whether populists garner support due to their thin
ideology or their substantive host ideology. To date, no research has validated whether
populism treatments (1) truly operationalize populist thin ideology, and (2) do so without
manipulating host ideology. Results from three conjoint validation experiments fielded in
both the United States and the United Kingdom show that thin ideology treatments
successfully manipulate the underlying concepts but caution that some operationalizations
also affect perceptions of host ideology.

Abstract for paper: Scholars increasingly conceptualize populism by whether politicians use people-centric and anti-elite appeals that pit a homogeneous people against a corrupt elite. These appeals reflect โ€œthinโ€ ideology because they offer no programmatic content and thus politicians must pair these appeals with more substantive positions, termed their โ€œhostโ€ (or thick) ideology, which often consists of nativism on the right (e.g., espousing anti-immigrant positions) and socialism on the left (e.g., prioritizing redistribution). An emerging literature has thus sought to estimate whether populists garner support due to their thin ideology or their substantive host ideology. To date, no research has validated whether populism treatments (1) truly operationalize populist thin ideology, and (2) do so without manipulating host ideology. Results from three conjoint validation experiments fielded in both the United States and the United Kingdom show that thin ideology treatments successfully manipulate the underlying concepts but caution that some operationalizations also affect perceptions of host ideology.

Shows that thin populism treatments shift perceptions of people-centrism and anti-elitism as expected

Shows that thin populism treatments shift perceptions of people-centrism and anti-elitism as expected

Shows that thin populism treatments can also affect perceptions of host ideology. In particular, using treatments such as "American people" affects perceptions of a candidate's position on immigration

Shows that thin populism treatments can also affect perceptions of host ideology. In particular, using treatments such as "American people" affects perceptions of a candidate's position on immigration

Shows suggestive evidence that people are less likely to use populist thin ideology appeals as heuristics for inferring host ideology when partisan information is included

Shows suggestive evidence that people are less likely to use populist thin ideology appeals as heuristics for inferring host ideology when partisan information is included

New preregistered report @jepsjournal.bsky.social

"Thin" populism treatments manipulate perceptions of people-centrism + anti-elitism

But: some treatments (e.g., "American people") affect perceptions of host ideology, complicating causal analyses of impact of populist rhetoric

cup.org/4n3DvZm

11.09.2025 14:32 โ€” ๐Ÿ‘ 12    ๐Ÿ” 10    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0
Preview
Participating Theย Evaluation of Publication in Political Research study is open to serious producers and consumers of political research, including faculty in institutions of higher education, doctoral students,โ€ฆ

colleagues in political science. the formal update to the Garand and Giles journal ranking survey is now live. many of you will receive an email momentarily inviting you to participate. in the event you do NOT receive an invitation, please see this website to self-enroll. thanks! sharing = caring!

14.09.2025 19:30 โ€” ๐Ÿ‘ 19    ๐Ÿ” 15    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 2
Can (Thin) Populism be Manipulated without Manipulating Host Ideology? Evidence from a Conjoint Validation Approach | Journal of Experimental Political Science | Cambridge Core Can (Thin) Populism be Manipulated without Manipulating Host Ideology? Evidence from a Conjoint Validation Approach

Now Out on First View: "Can (Thin) Populism be Manipulated without Manipulating Host Ideology? Evidence from a Conjoint Validation Approach"
www.cambridge.org/core/journal...

12.09.2025 19:10 โ€” ๐Ÿ‘ 6    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 2
Post image Post image Post image Post image

New JEPS: Debunking NIMBY Myths Increases Support for Affordable Housing, Especially Near Respondents' Homes www.cambridge.org/core/service...

-correcting stereotypes/misperceptions re: affordable housing increases support for building it
-Effects often *larger* for housing near people's homes

10.09.2025 13:31 โ€” ๐Ÿ‘ 54    ๐Ÿ” 19    ๐Ÿ’ฌ 4    ๐Ÿ“Œ 1
Preview
A One-Page Primer on: Statistical Power โ€“ Carlisle Rainey Statistical power is the chance to reject the null when itโ€™s false. Why it matters, how to compute it, and why both researchers and readers should care. This is a one-page primer with rules of thumb a...

๐˜ˆ ๐˜–๐˜ฏ๐˜ฆ-๐˜—๐˜ข๐˜จ๐˜ฆ ๐˜—๐˜ณ๐˜ช๐˜ฎ๐˜ฆ๐˜ณ ๐˜ฐ๐˜ฏ Statistical Power

www.carlislerainey.com/blog/2025-08...

04.09.2025 22:43 โ€” ๐Ÿ‘ 19    ๐Ÿ” 3    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Preview
The Social Roots of Asian American Partisanship: From Political Learning to Partisan Leanings Abstract. The Social Roots of Asian American Partisanship explains one of the most transformative but puzzling trends in contemporary American politics: st

I expect this to be an important book. Congrats, @tanikar.bsky.social.

academic.oup.com/book/60875

01.09.2025 22:42 โ€” ๐Ÿ‘ 14    ๐Ÿ” 5    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 2
Post image Post image

As the U.S. celebrates Labor Day, what do voters think about the working poor?

In POQ, Benjamin Newman shows that most blame structural problems for poverty among workers โ€“ but that race and personal experience shape views too.

Read now: doi.org/10.1093/poq/...

01.09.2025 15:01 โ€” ๐Ÿ‘ 12    ๐Ÿ” 7    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Logo of the Journal of Experimental Political Science (JEPS) featuring the acronym "JEPS" in large, white letters on a dark blue background, with the hashtag "#OpenAccess" in small letters.

Logo of the Journal of Experimental Political Science (JEPS) featuring the acronym "JEPS" in large, white letters on a dark blue background, with the hashtag "#OpenAccess" in small letters.

#OpenAccess from @jepsjournal.bsky.social -

Do Immigrantsโ€™ Partisan Preferences Influence Americansโ€™ Support for Immigration? - cup.org/4p2Xskp

- @danielmcdowell.bsky.social & David A. Steinberg

#FirstView

01.09.2025 13:30 โ€” ๐Ÿ‘ 2    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
Post image

On Prolific, "we estimate that about 34% of online study participants use LLMs to answer open-ended questions atleast some of the time..."

Seems like a very timely paper for behavioural scientists using online samples: osf.io/preprints/so... ;

We really need more papers on this issue

29.08.2025 09:46 โ€” ๐Ÿ‘ 195    ๐Ÿ” 80    ๐Ÿ’ฌ 4    ๐Ÿ“Œ 7
Post image

Some people find politics interesting. Others do not. In a new paper, I show that appealing to MEANING increases political interest. In 6 experiments, connecting what people find meaningful in their lives to politics increases political interest. Link: osf.io/preprints/so...

29.08.2025 20:03 โ€” ๐Ÿ‘ 9    ๐Ÿ” 7    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Preview
Making Issues Matter: Local Media and Policy-Based Evaluations of Politicians - Political Behavior Does the media enhance issue accountability? Many argue it does by covering where politicians stand on policy. However, evidence of this process is limited and fails to address two alternatives. First...

Peterson & Jeong find that local media strengthens issue accountability. By reducing uncertainty about legislatorsโ€™ policy positions, news makes voters more likely to evaluate politicians on issues, not just party lines. #MediaAndPolitics
Read more:
link.springer.com/article/10.1...

29.08.2025 16:44 โ€” ๐Ÿ‘ 2    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
screenshot of the top of the first page of the fall 2025 experiments section newsletter

screenshot of the top of the first page of the fall 2025 experiments section newsletter

There's a new issue of the section newsletter out! This one's on sample considerations in experiments: professional survey-takers, LLM usage, rural contexts, and more!

connect.apsanet.org/s42/newslett...

26.08.2025 15:08 โ€” ๐Ÿ‘ 9    ๐Ÿ” 9    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

@scottclifford is following 20 prominent accounts