Shelby Rivers's Avatar

Shelby Rivers

@ashelbyrivers

She/her. Social/health psych, assistant prof. Views always my own and do not represent my employer. ๐Ÿˆโ€โฌ›๐Ÿง›โ€โ™€๏ธ๐ŸŽฎ๐Ÿชด๐Ÿฅ˜๐ŸŽถ๐Ÿ“–

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22.11.2024
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Latest posts by Shelby Rivers @ashelbyrivers

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Study promotion for a great PhD student!

If you and/or your romantic partner are experiencing depressive symptoms, consider participating in this online study. Your participation can help researchers better understand romantic partner support. Open to couples of any gender or sexual orientation ๐ŸŒˆ

06.03.2026 18:40 ๐Ÿ‘ 10 ๐Ÿ” 16 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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UT System Gives Itself a Catchall Threat to Faculty What the heck does this even mean?

I reflect on a past class discussion that would have run afoul of a new University of Texas System policy prohibiting discussions on "controversies not germane to the course." www.insidehighered.com/opinion/colu...

06.03.2026 13:00 ๐Ÿ‘ 3 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 1
05.03.2026 21:35 ๐Ÿ‘ 2107 ๐Ÿ” 488 ๐Ÿ’ฌ 31 ๐Ÿ“Œ 14
Preview
He refused to censor his syllabus โ€” so Texas Tech cancelled his class In another blow to academic freedom in the Lone Star state, Texas Tech canceled a psychology class after the professor refused to scrub race and gender from his syllabus.

www.fire.org/news/he-refu...

26.02.2026 13:45 ๐Ÿ‘ 5 ๐Ÿ” 7 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 2

A โ€œliterally chefโ€™s kissโ€ analogy, as my kid would say.

26.02.2026 12:26 ๐Ÿ‘ 5 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

If you have the means, please donate to the Trans Continental Pipeline right now. They are a Colorado based org that helps trans people relocate and they are overwhelmed with requests. Colorado borders Kansas, and TCP has the infrastructure to help get people out.

tcpipeline.org

26.02.2026 04:17 ๐Ÿ‘ 7905 ๐Ÿ” 8585 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 107
Online Studies
Psychological Science requires that authors who use samples from online data collection include a statement in the Method section explicitly addressing their approach to preventing and detecting automated or AI-generated responses.

Rationale

As large language models and other generative AI tools become more accessible, the risk of data contamination by non-human respondents has increased dramatically in research. Psychological science (and the social sciences generally) is particularly susceptible to this issue given its growing reliance on online data collection. Preventing automated responses during data collection and detecting them afterward often involve methodological trade-offs. For instance, technical barriers that aim to prevent LLM use (e.g., blocking copy-pasting functionalities) may eliminate behavioral indicators needed for detection (e.g., pasting rather than typing). This policy aims to enhance transparency and reproducibility of reported results by requiring authors to articulate their approach across both prevention and detection dimensions, enabling readers and reviewers to assess the likelihood of reported data being influenced by automated responses.

Scope

This policy applies to any submission with at least one study that includes data collected online without direct human supervision (e.g., via crowdsourcing platforms, student participants who complete the study online, online recruitment ads, or remote survey distribution tools).

Required Reporting

Authors must include in the Methods section either:

A statement confirming that procedures were in place to prevent and/or detect and exclude automated or AI-generated responses, including a description of those procedures (e.g., explicit participant instructions against LLM use, disabled copyโ€“paste functionality, CAPTCHA use, IP filtering, consistency checks, attention checks, adversarial prompting) as well as the types of automated responses that these procedures are suitable โ€ฆ

Online Studies Psychological Science requires that authors who use samples from online data collection include a statement in the Method section explicitly addressing their approach to preventing and detecting automated or AI-generated responses. Rationale As large language models and other generative AI tools become more accessible, the risk of data contamination by non-human respondents has increased dramatically in research. Psychological science (and the social sciences generally) is particularly susceptible to this issue given its growing reliance on online data collection. Preventing automated responses during data collection and detecting them afterward often involve methodological trade-offs. For instance, technical barriers that aim to prevent LLM use (e.g., blocking copy-pasting functionalities) may eliminate behavioral indicators needed for detection (e.g., pasting rather than typing). This policy aims to enhance transparency and reproducibility of reported results by requiring authors to articulate their approach across both prevention and detection dimensions, enabling readers and reviewers to assess the likelihood of reported data being influenced by automated responses. Scope This policy applies to any submission with at least one study that includes data collected online without direct human supervision (e.g., via crowdsourcing platforms, student participants who complete the study online, online recruitment ads, or remote survey distribution tools). Required Reporting Authors must include in the Methods section either: A statement confirming that procedures were in place to prevent and/or detect and exclude automated or AI-generated responses, including a description of those procedures (e.g., explicit participant instructions against LLM use, disabled copyโ€“paste functionality, CAPTCHA use, IP filtering, consistency checks, attention checks, adversarial prompting) as well as the types of automated responses that these procedures are suitable โ€ฆ

Maybe of interest: The submission guidelines of Psychological Science now demand an explicit statement on measures taken to reduce the risk of AI-generated responses for all online studies!

www.psychologicalscience.org/publications...

25.02.2026 12:08 ๐Ÿ‘ 124 ๐Ÿ” 53 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Big fan of @skypeascientist.bsky.social
I always recommend them as a good place to start if you want to get more public engagement experience as a scientist.

And right now they're funding in-person science communication projects.

For Feeds: ๐Ÿ›Ÿ ๐Ÿ˜ท ๐Ÿงช #academicsky #phdsky

18.02.2026 21:47 ๐Ÿ‘ 7 ๐Ÿ” 6 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

I don't think the "Einstein" or other AI replacing the important steps of learning, esp in higher ed, would be posing quite the challenge it is right now if students hadn't been sent the message their entire lives that the point of college is to get good grades and a high paying job, not to learn.

23.02.2026 18:54 ๐Ÿ‘ 232 ๐Ÿ” 70 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 18
A black cat with a bow tie and his tongue out.

A black cat with a bow tie and his tongue out.

The energy Iโ€™m bringing to my Friday.

20.02.2026 13:09 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Microsabbaticals at Princeton Psychology Microsabbaticals at Princeton Psychology provide a several-week-long visit to our department for early-career faculty. The program focuses on early-career scholars who would benefit from interactions ...

Are you a junior faculty member interested in spending 2-4 weeks at Princeton Psych? Consider applying for our Microsabbatical program! Itโ€™s a fully funded visit for professional development and creating long-term collaborations.
psych.princeton.edu/diversity/mi...

18.02.2026 20:04 ๐Ÿ‘ 61 ๐Ÿ” 49 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 2
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Consider signing up for this study.

17.02.2026 23:03 ๐Ÿ‘ 4 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
APA PsycNet

New paper w/ @qmmmmliu.bsky.social

Network analysis of LGBTQIA+ parents linking parenting, stigma, & mental health.

Supportiveness, reinforcement, & transphobia were central.

Child psychopathology & parent anxiety bridged domains.

Patterns varied by identity

doi.org/10.1037/fam0001459

18.02.2026 01:15 ๐Ÿ‘ 6 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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โ€œAccelerating Innovative Strategies for Greater Equity and Inclusion in Pain Care and Research,โ€ a coordinated pair of special issues in Health Psychology (HEA) and @thejournalofpain.bsky.social. Check out the free-to-read HEA introduction: https://bit.ly/4rbT57f @apadivision38.bsky.social

17.02.2026 18:15 ๐Ÿ‘ 2 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Writing is thinking.

It's not some marginal boring task you can skip. It's the heart of it.

16.02.2026 14:55 ๐Ÿ‘ 2911 ๐Ÿ” 703 ๐Ÿ’ฌ 61 ๐Ÿ“Œ 49

There seems to be some confusion about the SAVE America Act. If it becomes law, you will NOT be able to vote with your drivers license alone.

Youโ€™d need:

10.02.2026 18:23 ๐Ÿ‘ 528 ๐Ÿ” 243 ๐Ÿ’ฌ 19 ๐Ÿ“Œ 18

I got 99 problems in online survey research but social desirability ainโ€˜t (a huge) one

Important paper โฌ‡๏ธโฌ‡๏ธ

12.02.2026 13:19 ๐Ÿ‘ 18 ๐Ÿ” 2 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 0

๐Ÿ“ข Applications are open for the 2026 Modern Meta-Analysis Research Institute (MMARI).

This 5-day workshop funded by the US National Science Foundation (NSF) is tailored for early-career education researchers with little to no prior meta-analysis experience.

Apply by 3/15: www.meta-analysis-re...

11.02.2026 14:09 ๐Ÿ‘ 6 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Erin's filling in CHE's holes again and collecting adjunct pay info. Drop yours at the form.

08.02.2026 17:55 ๐Ÿ‘ 10 ๐Ÿ” 15 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1
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Gladys Mae West obituary: mathematician who pioneered GPS technology She made key contributions to US cold-war science despite facing huge barriers as a Black woman.

No joke: I got angry hate mail today for writing an obituary of a Black woman scientistโ€”because the person felt she did didnโ€™t deserve the recognition.

Which just makes me want to share it again: www.nature.com/articles/d41...

06.02.2026 09:09 ๐Ÿ‘ 47147 ๐Ÿ” 19326 ๐Ÿ’ฌ 1352 ๐Ÿ“Œ 795
Microsoft Forms

Hey everyone! Iโ€™m leading a student mentoring table at SPSP on Family Planning and Pregnancy during graduate school. I'm trying to collect some useful data: If you had kids in academia (any career stage)-- I would be grateful if you filled out this 10-question survey: forms.office.com/r/JeLL5cBk3w

04.02.2026 15:51 ๐Ÿ‘ 7 ๐Ÿ” 6 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Texas A&M Ends Womenโ€™s Studies and Overhauls Classes Over Race and Gender

This article captures the scale at which academic freedom is being repressed at TX A&M, but also the chaotic way the new rules are being implemented.
www.nytimes.com/2026/01/30/u...

30.01.2026 21:52 ๐Ÿ‘ 36 ๐Ÿ” 21 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 2

๐Ÿ“ข Hiring: Postdoctoral Fellow in LGBTQ Reproductive Health Disparities at Harvard Medical School ๐ŸŒˆ๐Ÿงฌ

Focus on rigorous epi methods + big data (longitudinal cohorts, EMR, claims) ๐Ÿ“Š

Ideal for epi/biostats folks who want rich cross-Harvard collaborations

Details๐Ÿ‘‡ Please boost + tag! ๐Ÿ“ฃ

26.01.2026 19:38 ๐Ÿ‘ 15 ๐Ÿ” 14 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 2
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What Does It Mean to Use an LLM for a โ€œPersonal Statementโ€? Is this still a worthy tool for graduate admissions?

I've seen reports via social media and my email about students using AI on their personal statements for grad programs. This is an opportunity to rethink the what and why of the writing we ask for in these situations. www.insidehighered.com/opinion/colu...

22.01.2026 14:02 ๐Ÿ‘ 15 ๐Ÿ” 5 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1

Scenario: a friend or family member is having surgery with an overnight stay and you are going to be their hospital advocate. Here is your packing list:

- a change of clothes for you both
- all their meds in original bottles in case the hospital pharmacy can't source something they take

20.01.2026 05:45 ๐Ÿ‘ 194 ๐Ÿ” 43 ๐Ÿ’ฌ 12 ๐Ÿ“Œ 4

UPDATE re SAMHSA:

While the Trump Admin signaled they'll undo the terminations, we don't yet have proof.

On Jan 13, grantees received revised Notices of Award (NOAs) formally terminating their grants. Until they receive *another* new NOA w/ original terms, we assume grants remain terminated.

15.01.2026 14:58 ๐Ÿ‘ 10 ๐Ÿ” 8 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 0
How to accomplish this? Pass the new model legislation that the Goldwater Institute and the James G. Martin Center have put together for state universities:
โ€ข creating tenured teaching-track positions for Excellence in Americanism and Western
Civilization
enshrine student feedback (course evaluations)
as the measure of teaching effectiveness
โ€ข mandate a standard 3-3 teaching load for non-STEM faculty and faculty teaching the Western
Civ course (!)
โ€ข bar automatic taxpayer-funded support for non-STEM faculty
restrict non-STEM course releases
โ€ข let trustees approve all new faculty job postings

How to accomplish this? Pass the new model legislation that the Goldwater Institute and the James G. Martin Center have put together for state universities: โ€ข creating tenured teaching-track positions for Excellence in Americanism and Western Civilization enshrine student feedback (course evaluations) as the measure of teaching effectiveness โ€ข mandate a standard 3-3 teaching load for non-STEM faculty and faculty teaching the Western Civ course (!) โ€ข bar automatic taxpayer-funded support for non-STEM faculty restrict non-STEM course releases โ€ข let trustees approve all new faculty job postings

Good summary of the Goldwater Institute/Martin Center plan to further reduce professional autonomy from educators in order to politicize campus.
They also want to take over journals. open.substack.com/pub/musgrave...

10.01.2026 14:11 ๐Ÿ‘ 89 ๐Ÿ” 56 ๐Ÿ’ฌ 8 ๐Ÿ“Œ 5
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WARN-D machine learning competition is live ยป Eiko Fried If you share one single thing of our team in 2026โ€”on social media or per email with your colleaguesโ€”please let it be this machine learning competition. It was half a decade of work to get here, especi...

After 5 years of data collection, our WARN-D machine learning competition to forecast depression onset is now LIVE! We hope many of you will participateโ€”we have incredibly rich data.

If you share a single thing of my lab this year, please make it this competition.

eiko-fried.com/warn-d-machi...

07.01.2026 19:39 ๐Ÿ‘ 187 ๐Ÿ” 159 ๐Ÿ’ฌ 5 ๐Ÿ“Œ 5
Pew Research Center is seeking a Data Archivist to support our commitment to open science and data transparency. This newly created role will play a key part in enhancing the accessibility, usability, and reproducibility of our research data while continuing to protect the privacy and identity of our survey participants. 

As Data Archivist, you will lead efforts to create and implement best practices for preparing, documenting, and disseminating datasets. These best practices should maximize FAIR (Findable, Accessible, Interoperable, and Reusable) principles while minimizing disclosure risk. You will work across teams to ensure our data is well-organized and thoroughly documented. 

You will serve as an internal advocate for data users, helping to ensure that our datasets are not only accurate and comprehensive but also easy to discover and reuse by researchers, journalists, and the public.   

This is a full-time, Pew Research Center position. The position is funded by an external grant and limited to a two-year term.

Pew Research Center is seeking a Data Archivist to support our commitment to open science and data transparency. This newly created role will play a key part in enhancing the accessibility, usability, and reproducibility of our research data while continuing to protect the privacy and identity of our survey participants. As Data Archivist, you will lead efforts to create and implement best practices for preparing, documenting, and disseminating datasets. These best practices should maximize FAIR (Findable, Accessible, Interoperable, and Reusable) principles while minimizing disclosure risk. You will work across teams to ensure our data is well-organized and thoroughly documented. You will serve as an internal advocate for data users, helping to ensure that our datasets are not only accurate and comprehensive but also easy to discover and reuse by researchers, journalists, and the public. This is a full-time, Pew Research Center position. The position is funded by an external grant and limited to a two-year term.

Primary Responsibilities 

Develop optimization procedures to improve discoverability of our datasets on internal and external platforms 

Develop and maintain standards to improve accessibility of our microdata and tab plans by changing/adding formats and/or adding documentation 

Identify metadata documentation best practices and a process to implement those best practices at the Center 

Work with Legal to evaluate most appropriate license to publicly share the Center's survey data, including Creative Common options

Identify and correct processing inefficiencies in our data publication process 

Sit on the internal Disclosure Risk Taskforce 

Document analytical decisions and code to support transparency and replicability, including the development of a RACI chart for publishing code to recreate derived variables that are used in reports but are not included in the microdata 

Manage/create merged time series datasets for select Center datasets 

Identify a process for internally archiving data and projects that are no longer in active use 

Identify and implement a process to assign Digital Object Identifiers (DOI) to microdata 

Prepare and upload public-facing datasets and restricted-use datasets for external sharing. 

Train staff on FAIR principles and best practices in data archiving.

Primary Responsibilities Develop optimization procedures to improve discoverability of our datasets on internal and external platforms Develop and maintain standards to improve accessibility of our microdata and tab plans by changing/adding formats and/or adding documentation Identify metadata documentation best practices and a process to implement those best practices at the Center Work with Legal to evaluate most appropriate license to publicly share the Center's survey data, including Creative Common options Identify and correct processing inefficiencies in our data publication process Sit on the internal Disclosure Risk Taskforce Document analytical decisions and code to support transparency and replicability, including the development of a RACI chart for publishing code to recreate derived variables that are used in reports but are not included in the microdata Manage/create merged time series datasets for select Center datasets Identify a process for internally archiving data and projects that are no longer in active use Identify and implement a process to assign Digital Object Identifiers (DOI) to microdata Prepare and upload public-facing datasets and restricted-use datasets for external sharing. Train staff on FAIR principles and best practices in data archiving.

Education/Training/Experience 

Bachelorโ€™s degree required, preferably in library sciences, organizational management, or a related field.  

5-7 years of experience with data archiving, database management, or survey research. This may include graduate training at the MA/PhD level or equivalent experience in an applied setting. 

At least 3-5 years of experience applying FAIR and open science principles. 

Background in social science research or data curation. 

Experience in data management, archiving, or research support. 

Familiarity with FAIR principles, Creative Common licensing, data privacy principles, and exposure risk.

Proficiency in metadata standards and documentation tools. 

Experience managing research projects, including working collaboratively with a multidisciplinary team. 

Experience with statistical software (e.g., R, Python, Stata) and reproducible research workflows. 

 

 

Knowledge, Skill and Workplace Requirements 

Strong organizational and communication skills. 

Detail oriented with exacting standards to maintain accuracy and impartiality in all work products. 

Ability to work independently to carry out special projects from start to finish. 

Ability to balance numerous tasks simultaneously. 

Ability to work collaboratively and collegially with other team members, as well as with staff from other Pew Research Center teams. 

Ability to balance competing priorities and identify optimal solutions 

 

FLSA Status: Exempt  

Compensation: Starting salary is commensurate with experience within the range of $100,000 - $120,000. 

Hybrid Work Schedule: Pew Research Center staff are required to be present in the Centerโ€™s Washington, D.C., office three core days weekly (Tuesday, Wednesday, Thursday).  Staff may work virtually from remote locations on other days in a typical work week.

Education/Training/Experience Bachelorโ€™s degree required, preferably in library sciences, organizational management, or a related field. 5-7 years of experience with data archiving, database management, or survey research. This may include graduate training at the MA/PhD level or equivalent experience in an applied setting. At least 3-5 years of experience applying FAIR and open science principles. Background in social science research or data curation. Experience in data management, archiving, or research support. Familiarity with FAIR principles, Creative Common licensing, data privacy principles, and exposure risk. Proficiency in metadata standards and documentation tools. Experience managing research projects, including working collaboratively with a multidisciplinary team. Experience with statistical software (e.g., R, Python, Stata) and reproducible research workflows. Knowledge, Skill and Workplace Requirements Strong organizational and communication skills. Detail oriented with exacting standards to maintain accuracy and impartiality in all work products. Ability to work independently to carry out special projects from start to finish. Ability to balance numerous tasks simultaneously. Ability to work collaboratively and collegially with other team members, as well as with staff from other Pew Research Center teams. Ability to balance competing priorities and identify optimal solutions FLSA Status: Exempt Compensation: Starting salary is commensurate with experience within the range of $100,000 - $120,000. Hybrid Work Schedule: Pew Research Center staff are required to be present in the Centerโ€™s Washington, D.C., office three core days weekly (Tuesday, Wednesday, Thursday). Staff may work virtually from remote locations on other days in a typical work week.

Please share - @pewresearch.org wants to hire a data archivist who will be an advocate for data users, helping to ensure that our datasets are easy to discover and reuse by researchers, journalists, and the public.
pewtrusts.wd5.myworkdayjobs.com/CenterExtern...

06.01.2026 18:27 ๐Ÿ‘ 311 ๐Ÿ” 307 ๐Ÿ’ฌ 4 ๐Ÿ“Œ 15