Aboumatar, Hanan, Carol Thompson, Emmanuel Garcia-Morales, Ayse P. Gurses, Mohammad Naqibuddin, Jamia Saunders, Samuel W. Kim, and Robert AWise. 2021. “Perspective on Reducing Errors in Research.” Contemporary Clinical Trials Communications 23 (August): 100838.
Aczel, Balazs. 2023. “A Crowdsourced Effort to Develop a Lab Manual Template.” Google Docs.
Alexander, Rohan. 2023. Telling Stories with Data.
Alston, Jesse M., and Jessica A. Rick. 2021. “A Beginner’s Guide to Conducting Reproducible Research.” The Bulletin of the Ecological Society of America 102 (2): e01801.
Arndt, Aaron D., John B. Ford, Barry J. Babin, and Vinh Luong. 2022. “Collecting Samples from Online Services: How to Use Screeners to Improve Data Quality.” International Journal of Research in Marketing 39 (1): 117–33.
Arslan, Ruben C. 2019. “How to Automatically Document Data With the Codebook Package to Facilitate Data Reuse.” Advances in Methods and Practices in Psychological Science 2 (2): 169–87.
Ashcraft, Alvin. 2022. “Naming Files, Paths, and Namespaces.” Microsoft Build.
Baker, Monya. 2016. “1,500 Scientists Lift the Lid on Reproducibility.” Nature 533 (7604): 452–54.
Barchard, Kimberly A., Andrew J. Freeman, Elizabeth Ochoa, and Amber K. Stephens. 2020. “Comparing the Accuracy and Speed of Four Data-Checking Methods.” Behavior Research Methods 52 (1): 97–115.
Beals, Laura, and Noah Schectman. 2014. “Data Formatting for Performance Management Systems.” AEA 365.
Beaudry, Jennifer, Donna Chen, Bryan Cook, Timothy Errington, Laura Fortunato, Lisa Given, Krystal Hahn, et al. 2022. “The Open Scholarship Survey (OSS).” OSF.
Bennett, L. Michelle, and Howard Gadlin. 2012. “Collaboration and Team Science: From Theory to Practice.” Journal of Investigative Medicine : The Official Publication of the American Federation for Clinical Research 60 (5): 768–75.
Bergmann, Christina. 2023. “The Buffet Approach to Open Science.” CogTales.
Berry, Bailey. 2022. “Guides: Managing Data Sets: Metadata Standards.” Pepperdine Libraries.
BIDS-Contributors. 2022. “The Brain Imaging Data Structure (BIDS) Specification.” Zenodo.
Bishop, Dorothy. 2014. “Data Sharing: Exciting but Scary.” BishopBlog.
Bolam, Mike. 2022. “Guides: Metadata & Discovery @ Pitt: Metadata Standards.” University of Pittsburgh Library System.
Borer, Elizabeth T., Eric W. Seabloom, Matthew B. Jones, and Mark Schildhauer. 2009. “Some Simple Guidelines for Effective Data Management.” Bulletin of the Ecological Society of America 90 (2): 205–14.
Borghi, John, and Ana Van Gulick. 2021. “Data Management and Sharing: Practices and Perceptions of Psychology Researchers.” PLOS ONE 16 (5): e0252047.
———. 2022. “Promoting Open Science Through Research Data Management.” Harvard Data Science Review, July.
Borycz, Joshua. 2021. “Implementing Data Management Workflows in Research Groups Through Integrated Library Consultancy.” Data Science Journal 20 (1): 9.
Bourgeois, David. 2014. Information Systems for Business and Beyond. Published through the Open Textbook Challenge by the Saylor Academy.
Boykis, Vicki. 2021. “The Ghosts in the Data.” Vicki Boykis.
Briney, Kristin. 2015. Data Management for Researchers: Organize, Maintain and Share Your Data for Research Success. Research Skills Series. Exeter, UK: Pelagic Publishing.
Briney, Kristin, Heather Coates, and Abigail Goben. 2020. “Foundational Practices of Research Data Management.” Research Ideas and Outcomes 6 (July): e56508.
Broman, Karl W., and Kara H. Woo. 2018. “Data Organization in Spreadsheets.” The American Statistician 72 (1): 2–10.
Buchanan, Erin M., Sarah E. Crain, Ari L. Cunningham, Hannah R. Johnson, Hannah Stash, Marietta Papadatou-Pastou, Peder M. Isager, Rickard Carlsson, and Balazs Aczel. 2021. “Getting Started Creating Data Dictionaries: How to Create a Shareable Data Set.” Advances in Methods and Practices in Psychological Science 4 (1).
Burnard, Lou. 2014. What Is the Text Encoding Initiative?: How to Add Intelligent Markup to Digital Resources. OpenEdition Press.
Butters, Oliver W, Rebecca C Wilson, and Paul R Burton. 2020. “Recognizing, Reporting and Reducing the Data Curation Debt of Cohort Studies.” International Journal of Epidemiology 49 (4): 1067–74.
Cakici, Tatiana Baquero. 2017. “Folders v. Metadata in SharePoint Document Libraries.” Enterprise Knowledge.
Campos-Varela, Isabel, and Alberto Ruano-Raviña. 2019. “Misconduct as the Main Cause for Retraction. A Descriptive Study of Retracted Publications and Their Authors.” Gaceta Sanitaria 33 (4): 356–60.
Carroll, Stephanie Russo, Ibrahim Garba, Oscar L. Figueroa-Rodríguez, Jarita Holbrook, Raymond Lovett, Simeon Materechera, Mark Parsons, et al. 2020. “The CARE Principles for Indigenous Data Governance 19 (1): 43.
Castañeda, R. Andrés. 2019. “A Nice Template for Your Do-Files: Dotemplate.” R.Andrés Castañeda Aguilar.
CDISC. 2023. CDISC Standards in the Clinical Research Process.” CDISC.
Center for Open Science. 2023. “Creating a Data Management Plan (DMP) Document.” OSF Support.
CESSDA Training Team. 2017. CESSDA Data Management Expert Guide.” Bergen, Norway: CESSDA ERIC.
Ceviren, A. Busra, and Jessica Logan. 2022. “Data Management in Education Research.” Presentation. figshare.
Chen, Lu. 2022. “Description of the Database Normalization Basics.” Microsoft Build.
Cofield, Melanie. 2023. LibGuides: Metadata Basics: Key Concepts.” University of Texas Libraries.
Cohen, Louis, Lawrence Manion, and Keith Morrison. 2007. Research Methods in Education. Routledge.
Cook, Bryan G., Jesse Irvan Fleming, Sara Ann Hart, Kathleen Lynne Lane, William Therrien, Wilhelmina Van Dijk, and Sarah Emily Wilson. 2021. “A How-To Guide for Open-Science Practices in Special Education Research.” Preprint. EdArXiv.
Cruse, Trisha. 2011. “Best Practice: Provide Budget Information for Your Data Management Plan.” DataOne.
Dahdul, Wasila. 2023. “Research Guides: Research Data Management: Describing Data.” UCI Libraries.
Danish National Forum for Research Data Management. 2023. “Metadata.” How to FAIR.
DeCoster, Jamie. 2023. “Systematic Data Validation.”
DIME Analytics. 2021a. “Data Quality Assurance Plan.” The World Bank.
———. 2021b. “Survey Pilot.” The World Bank.
Doucette, Lise, and Bruce Fyfe. 2013. “Drowning in Research Data: Addressing Data Management Literacy of Graduate Students.”
Douglas, Benjamin D., Patrick J. Ewell, and Markus Brauer. 2023. “Data Quality in Online Human-Subjects Research: Comparisons Between MTurk, Prolific, CloudResearch, Qualtrics, and SONA.” PLOS ONE 18 (3): e0279720.
Duru, Maya, Sarah Kopper, and James Turitto. 2021. “Grant and Budget Management.”
Duru, Maya, and Anja Sautmann. 2023. “Institutional Review Board (IRB) Proposals.” The Abdul Latif Jameel Poverty Action Lab (J-PAL).
Eaker, C. 2016. “What Could Possibly Go Wrong? The Impact of Poor Data Management.” In In Federer, L. (Ed.). The Medical Library Association’s Guide to Data Management for Librarians. Lanham, Maryland: Rowman; Littlefield Publishing Group.
Elff, Martin. 2023. “Memisc: Management of Survey Data and Presentation of Analysis Results.”
Elgabry, Omar. 2019. “The Ultimate Guide to Data Cleaning.” Medium.
Elsevier Author Services. 2021. “Research Team Structure Elsevier Language Services Blog.” Elsevier Author Services - Articles.
European Commission. Directorate-General for Research & Innovation. 2016. “H2020 Programme Guidelines on FAIR Data Management in Horizon 2020.” Version 3.0.
Farewell, Timothy S. 2018. “My Easy R Script Header Template.” Tim Farewell.
Feeney, Laura, Jason Bauman, Julia Chabrier, Geeti Mehra, and Michelle Woodford. 2021. “Using Administrative Data for Randomized Evaluations.” The Abdul Latif Jameel Poverty Action Lab (J-PAL).
Feeney, Laura, Sarah Kopper, and Anja Sautmann. 2022. “Ethical Conduct of Randomized Evaluations.” The Abdul Latif Jameel Poverty Action Lab (J-PAL).
Figshare. 2023. “Figshare Metadata Schema Overview.” Fishare.
Filip, Alena. 2023. “San Jose State University Institutional Review Board: Data Management Handbook for Human Subjects Research.”
Foster, Erin D., and Ariel Deardorff. 2017. “Open Science Framework (OSF).” Journal of the Medical Library Association : JMLA 105 (2): 203–6.
Frederick, Jennifer. 2020. “Four Strategies for Crafting Inclusive and Effective Demographic Questions.” Ithaka S+R.
Frith, Uta. 2020. “Fast Lane to Slow Science.” Trends in Cognitive Sciences 24 (1): 1–2.
Fuchs, Siiri, and Mari Elisa Kuusniemi. 2018. “Making a Research Project Understandable - Guide for Data Documentation.” Zenodo.
Gaddy, Marcus, and Kassie Scott. 2020. “Principles for Advancing Equitable Data Practice.” Urban Institute.
Gammons, Rachel. 2022. “Research Guides: Diversity, Equity, and Inclusion in Research: Data Equity.” University of Maryland.
Ganley, Colleen M., Robert C. Schoen, Mark LaVenia, and Amanda M. Tazaz. 2019. “The Construct Validation of the Math Anxiety Scale for Teachers.” AERA Open 5 (1): 233285841983970.
Garfinkel, Simson L. 2015. “De-Identification of Personal Information.” NIST IR 8053. National Institute of Standards; Technology.
Gentzkow, Matthew, and Jesse Shapiro. 2014. “Code and Data for the Social Sciences: A Practitioner’s Guide.”
Ghent University. 2023. “Sharing Data.” Universiteit Gent.
Gibson, Michael. 2021. “Data Quality Checks.” The Abdul Latif Jameel Poverty Action Lab (J-PAL).
Gibson, Michael, and Wim Louw. 2020. “Survey Programming.” The Abdul Latif Jameel Poverty Action Lab (J-PAL).
Gilmore, Rick O., Joy Lorenzo Kennedy, and Karen E. Adolph. 2018. “Practical Solutions for Sharing Data and Materials From Psychological Research.” Advances in Methods and Practices in Psychological Science 1 (1): 121–30.
Gonzales, Sara, Matthew B. Carson, and Kristi Holmes. 2022. “Ten Simple Rules for Maximizing the Recommendations of the NIH Data Management and Sharing Plan.” PLOS Computational Biology 18 (8): e1010397.
Goodman, Alyssa, Alberto Pepe, Alexander W. Blocker, Christine L. Borgman, Kyle Cranmer, Merce Crosas, Rosanne Di Stefano, et al. 2014. “Ten Simple Rules for the Care and Feeding of Scientific Data.” PLOS Computational Biology 10 (4): e1003542.
Gower-Page, Craig, and Kieran Martin. 2020. “Diffdf: Dataframe Difference Tool.”
Grace-Martin, Karen. 2013. “The Wide and Long Data Format for Repeated Measures Data.” The Analysis Factor.
Grave, Joana. 2021. “Scientists Should Be Open about Their Mistakes.” Nature Human Behaviour 5 (12): 1593–93.
Grynoch, Tess. 2024. “Resource Guides: Research Data Management Resources: Data Documentation.” Lamar Soutter Library.
Gueguen, Gretchen. 2023. “New OSF Metadata to Support Data Sharing Policy Compliance.” Center for Open Science.
Hansen, Karsten Kryger. 2017.”
Hardwicke, Tom Elis, Maya B Mathur, Kyle Earl MacDonald, Gustav Nilsonne, George Christopher Banks, Mallory Kidwell, Alicia Hofelich Mohr, et al. 2018. “Data Availability, Reusability, and Analytic Reproducibility: Evaluating the Impact of a Mandatory Open Data Policy at the Journal Cognition.” Preprint. MetaArXiv.
Hart, Sara, Chris Schatschneider, and Jeanette Taylor. 2021. “Florida Twin Project on Reading, Behavior, and Environment.” LDbase.
Harvard Longwood Research Data Management. 2023. “File Naming Conventions.” Longwood Research Data Management.
Hayslett, Michele. 2022. LibGuides: Metadata for Data Management: A Tutorial: Basic Elements.” UNC University Libraries.
Helm, Shirley. 2022. “Cultivating an Effective Research Team Through Application of Team Science Principles.” SOCRA Blog.
Henry, Teague. 2021. “Data Management for Researchers: Three Tales.” Teague Henry.
Holdren, John. 2013. OSTP Memo: "Increasing Access to the Results of Federally Funded Scientific Research".”
Hollmann, Susanne, Marcus Frohme, Christoph Endrullat, Andreas Kremer, Domenica D’Elia, Babette Regierer, and Alina Nechyporenko. 2020. “Ten Simple Rules on How to Write a Standard Operating Procedure.” PLoS Computational Biology 16 (9): e1008095.
Houtkoop, Bobby Lee, Chris Chambers, Malcolm Macleod, Dorothy V. M. Bishop, Thomas E. Nichols, and Eric-Jan Wagenmakers. 2018. “Data Sharing in Psychology: A Survey on Barriers and Preconditions.” Advances in Methods and Practices in Psychological Science 1 (1): 70–85.
Hoyt, Peter, Maneesha Sane, Aleksandra Nenadic, Christie Bahlai, Katrin Leinweber, Tracy Teal, Ileana Fenwick, et al. 2023. “Datacarpentry/Spreadsheet-Ecology-Lesson: Data Carpentry: Data Organization in Spreadsheets for Ecologists (2023.05).” Zenodo.
Hubbard, Aleata. 2017. “Data Cleaning in Mathematics Education Research: The Overlooked Methodological Step.” In.
ICPSR. 2011. “Guide to Codebooks 1st Edition.” Ann Arbor, MI.
ICPSR. 2020. “Guide to Social Science Data Preparation and Archiving: 6th Ed.”
ICPSR. 2022. “An Introduction to Common Data Elements.”
ICPSR. 2023a. ICPSR, Data Management, Metadata.” ICPSR.
———. 2023b. “Start Sharing Data Deposit.” ICPSR.
———. 2023c. “When Should I Deposit My Data with ICPSR?” ICPSR.
Institute of Education Sciences. 2019. SLDS Topical Webinar Summary: Managing Data Requests.”
———. 2022. “Standards for Excellence in Education Research.” Institute of Education Sciences.
———. 2023a. “Frequently Asked Questions About Providing Public Access To Data.” Resources for Researchers.
———. 2023b. “Policy Statement on Public Access to Data Resulting from IES Funded Grants.” Resources for Researchers.
International Organization for Standardization. 2017. ISO 8601 — Date and Time Format.” ISO.
IPUMS USA. 2023. “Introduction to Data Editing and Allocation.” IPUMS USA.
Jørgensen, Carsten Krogh, and Bo Karlsmose. 1998. “Validation of Automated Forms Processing.” Computers in Biology and Medicine 28 (6): 659–67.
Kaplowitz, Rella. 2020. “5 Best Practices for Equitable and Inclusive Data Collection.” Schusterman Family Philanthropies.
Kathawalla, Ummul-Kiram, Priya Silverstein, and Moin Syed. 2021. “Easing Into Open Science: A Guide for Graduate Students and Their Advisors.” Collabra: Psychology 7 (1): 18684.
Klein, Olivier, Tom E. Hardwicke, Frederik Aust, Johannes Breuer, Henrik Danielsson, Alicia Hofelich Mohr, Hans IJzerman, Gustav Nilsonne, Wolf Vanpaemel, and Michael C. Frank. 2018. “A Practical Guide for Transparency in Psychological Science.” Edited by Michéle Nuijten and Simine Vazire. Collabra: Psychology 4 (1): 20.
Kline, Melissa, Tal Yakori, Lisa DeBruine, Alicia H. Mohr, Erin M. Buchanan, R. Arslan, Stephen R. Martin, et al. 2018. “A Technical Specification for Psychological Datasets.” Google Docs.
Koos, Jessica. 2023. “Research & Subject Guides: Research Data Guide: Data Collection and Creation.”
Kopper, Sarah, and Katie Parry. 2023a. “Questionnaire Piloting.” The Abdul Latif Jameel Poverty Action Lab (J-PAL).
———. 2023b. “Survey Design.” The Abdul Latif Jameel Poverty Action Lab (J-PAL).
Kopper, Sarah, Anja Sautmann, and James Turitto. 2023a. “Data de-Identification.” The Abdul Latif Jameel Poverty Action Lab (J-PAL).
———. 2023b. “Data Publication.” The Abdul Latif Jameel Poverty Action Lab (J-PAL).
Kovacs, Marton, Rink Hoekstra, and Balazs Aczel. 2021. “The Role of Human Fallibility in Psychological Research: A Survey of Mistakes in Data Management.” Advances in Methods and Practices in Psychological Science 4 (4): 251524592110459.
Krishna, Vamsi. 2018. “How to Tag Files in Windows for Easy Retrieval.” Make Tech Easier.
Kush, R. D., D. Warzel, M. A. Kush, A. Sherman, E. A. Navarro, R. Fitzmartin, F. Pétavy, et al. 2020. FAIR Data Sharing: The Roles of Common Data Elements and Harmonization.” Journal of Biomedical Informatics 107 (July): 103421.
Laskowski, Kate. 2020. “What to Do When You Don’t Trust Your Data Anymore – Laskowski Lab at UC Davis.” Laskowski Lab at UC Davis.
LDbase. 2023. “Information to Gather Before Uploading Your Data.” LDbase.
LeClere, Felicia. 2010. “Too Many Researchers Are Reluctant to Share Their Data.” The Chronicle of Higher Education, August.
Levenstein, Margaret C., and Jared A. Lyle. 2018. “Data: Sharing Is Caring.” Advances in Methods and Practices in Psychological Science 1 (1): 95–103.
Levesque, Karen, Robert Fitzgerald, and Jay Pfeiffer. 2015. “A Guide to Using State Longitudinal Data for Applied Research (NCEE 2015–4013).” Washington, DC: U.S. Department of Education, Institute of Education Sciences, National Center for Education Evaluation; Regional Assistance, Analytic Technical Assistance; Development.
Lewis, Crystal. 2022a. “Using a Data Dictionary as Your Roadmap to Quality Data.” Crystal Lewis.
———. 2022b. “How to Export Analysis-Ready Survey Data.” Crystal Lewis.
Logan, Jessica. 2021. “Data Sharing and Data Shared.” Presentation. figshare.
Logan, Jessica, and Sara Hart. 2023. “Within & Between S4e2.” Within & Between.
Logan, Jessica, Sara Hart, and Christopher Schatschneider. 2021. “Data Sharing in Education Science.” AERA Open 7.
Lucidchart. 2019. “What Is a Workflow? Benefits and Examples of Repeatable Processes.” Lucidchart Blog.
Macquarie University. 2023. “Research Data Sensitivity, Security and Storage Guideline.” Macquarie University.
Malow, Beth A., Anjalee Galion, Frances Lu, Nan Kennedy, Colleen E. Lawrence, Alison Tassone, Lindsay O’Neal, et al. 2021. “A REDCap-Based Model for Online Interventional Research: Parent Sleep Education in Autism.” Journal of Clinical and Translational Science 5 (1): e138.
Markowetz, Florian. 2015. “Five Selfish Reasons to Work Reproducibly.” Genome Biology 16 (1): 274.
Mathematica. 2023. “Tips for Conducting Equitable and Culturally Responsive Research.” Mathematica.
McKay Bowen, Claire, and Joshua Snoke. 2023. “Do No Harm Guide: Applying Equity Awareness in Data Privacy Methods.” Urban Institute.
McKenzie, Patrick. 2010. “Falsehoods Programmers Believe About Names.” Kalzumeus Software.
Mehr, Samuel. 2020. “How to… Write a Lab Handbook.” RSB.
Meyer, Michelle N. 2018. “Practical Tips for Ethical Data Sharing.” Advances in Methods and Practices in Psychological Science 1 (1): 131–44.
Michener, William K. 2015. “Ten Simple Rules for Creating a Good Data Management Plan.” PLOS Computational Biology 11 (10): e1004525.
Michigan State University. 2023. “Budgeting for Data Management.” Michigan State University.
Microsoft. 2023. “Restrictions and Limitations in OneDrive and SharePoint - Microsoft Support.” Microsoft.
Miranda, Dana, and Rob Watts. 2022. “What Is A RACI Chart? How This Project Management Tool Can Boost Your Productivity.” Forbes Advisor.
Mohr, Alicia Hofelich, Jake Carlson, Lizhao Ge, Joel Herndon, Wendy Kozlowski, Jennifer Moore, Jonathan Petters, Shawna Taylor, and Cynthia Hudson Vitale. 2024. “Making Research Data Publicly Accessible: Estimates of Institutional & Researcher Expenses.” Association of Research Libraries.
Mons, Barend. 2020. “Invest 5% of Research Funds in Ensuring Data Are Reusable.” Nature 578 (7796): 491–91.
Morehouse, Kirsten, Benedek Kurdi, and Brian A. Nosek. 2023. “Responsible Data Sharing: Identifying and Remedying Possible Re-Identification of Human Participants.” Preprint. MetaArXiv.
National Archive of Criminal Justice Data. 2023. “Guidelines for Depositing NIJ and OJJDP Data at NACJD.”
National Endowment for the Humanities. 2018. “Data Managment Plans for NEH Office of Digital Humanities Proposals and Awards.”
National Institute of Justice. 2007. “The "Common Rule".” National Institute of Justice.
National Institute of Mental Health. 2023. “Notice of Data Sharing Policy for the National Institute of Mental Health.” NOT-MH-23-100.
National Institutes of Health. 2021. “Update on Implementation of New NIH Data Management and Sharing Policy.”
———. 2022. “Supplemental Information to the NIH Policy for Data Management and Sharing: Responsible Management and Sharing of American Indian/Alaska Native Participant Data.” NOT-OD-22-214.
———. 2023a. “Budgeting for Data Management & Sharing Data Sharing.” NIH Scientific Data Sharing.
———. 2023b. “Selecting a Data Repository Data Sharing.” NIH Scientific Data Sharing.
———. 2023c. “Final NIH Policy for Data Management and Sharing.” NOT-OD-21-013.
National Science and Technology Council. 2022. “Desirable Characteristics of Data Repositories for Federally Funded Research.” Executive Office of the President of the United States.
National Science Foundation. 2023. NSF Public Access Plan 2.0.”
Neild, R. C., D. Robinson, and J. Agufa. 2022. “Sharing Study Data: A Guide for Education Researchers. (NCEE 2022-004).” U.S. Department of Education, Institute of Education Sciences, National Center for Education Evaluation and Regional Assistance.
Nelson, Alondra. 2022. OSTP Memo: "Ensuring Free, Immediate, and Equitable Access to Federally Funded Research.”
Northern Illinois University. 2023. “Data Collection.” Responsible Conduct in Data Management.
NUCATS. 2023. “Standard Operating Procedures (SOPs).”
O’Toole, Elisabeth, Laura Feeney, Kenya Heard, and Rohit Naimpally. 2018. “Data Security Procedures for Researchers.” J-PAL North America.
Office for Human Research Protections. 2009. “Federal Policy for the Protection of Human Subjects (’Common Rule’).” Text.
———. 2016. “45 CFR 46.” Text.
———. 2018. “Revised Common Rule Q&As.”
OpenAIRE_eu. 2018. “Basics of Research Data Management.”
Oregon State University. 2012. “What Is the Institutional Review Board (IRB)?” Oregon State University.
Pacific University Oregon. 2014. “Data Security and Storage.” Pacific University.
Palmer, Brendan. 2023. “Advice from the Data Stewards.” Sonrai.
Patridge, Emily F., and Tania P. Bardyn. 2018. “Research Electronic Data Capture (REDCap).” Journal of the Medical Library Association : JMLA 106 (1): 142–44.
Pew Research Center. 2023. “Writing Survey Questions.” Pew Research Center.
Princeton University. 2023a. “Best Practices for Data Analysis of Confidential Data.” Research Integrity and Assurance.
———. 2023b. “Research Lifecycle Guide Princeton Research Data Service.” Princeton Research Data Service.
R Core Team. 2023. “R: The R Base Package.” R Foundation for Statistical Computing.
Renbarger, Rachel, Jill L. Adelson, Joshua Rosenberg, Sondra M Stegenga, Olivia Lowrey, Pamela Rose Buckley, and Qiyang Zhang. 2022. “Champions of Transparency in Education: What Journal Reviewers Can Do to Encourage Open Science Practices.” EdArXiv.
Reynolds, John H., Emily D. Silverman, Kelly Chadbourne, Sean Finn, Richard Kearney, Kaylene Keller, Chris Lett, Socheata Lor, Kristin Shears, and John Swords. 2014. “Data Are "Trust Resources": A Strategy for Managing the U.S. Fish and Wildlife Serivce’s Scientific Data.” Report from the {U}.{S}. {Fish} and {Wildlife} {Service}’s ad hoc subcommittee on data management.
Reynolds, Tara, Christopher Schatschneider, and Jessica Logan. 2022. “The Basics of Data Management.” figshare.
Riederer, Emily. 2020. “Column Names as Contracts.” Emily Riederer.
———. 2021. “Make Grouping a First-Class Citizen in Data Quality Checks.” Emily Riederer.
Salfen, Jeremy. 2018. “Building a Data Practice from Scratch.” Locally Optimistic.
San Martin, Luis Eduardo, Rony Rodriguez-Ramirez, and Mizuhiro Suzuki. 2023. “Stata Linter Produces Stata Code That Sparks Joy.” World Bank Blogs.
Schatschneider, Christopher, Ashley Edwards, and Jeffrey Shero. 2021. “De-Identification Guide.” figshare. 2023. “”
Schmidt, Carsten Oliver, Stephan Struckmann, Cornelia Enzenbach, Achim Reineke, Jürgen Stausberg, Stefan Damerow, Marianne Huebner, Börge Schmidt, Willi Sauerbrei, and Adrian Richter. 2021. “Facilitating Harmonized Data Quality Assessments. A Data Quality Framework for Observational Health Research Data Collections with Software Implementations in R.” BMC Medical Research Methodology 21 (1): 63.
Schmitt, Charles P., and Margaret Burchinal. 2011. “Data Management Practices for Collaborative Research.” Frontiers in Psychiatry 2 (July): 47.
Schoen, Robert C., and Gizem Solmaz-Ratzlaff. 2023. “Guest PostConcrete Models for Educational Data Sharing.” Center for Open Science.
Schulz, Kenneth F., Douglas G. Altman, David Moher, and CONSORT Group. 2010. CONSORT 2010 Statement: Updated Guidelines for Reporting Parallel Group Randomised Trials.” BMJ (Clinical Research Ed.) 340 (March): c332.
Seastrom, Marilyn M. 2002. NCES Statistical Standards.” National Center for Education Statistics.
Simone, Melissa. 2019. “How to Battle the Bots Wrecking Your Online Study.” Behavioral Scientist.
Society of Critical Care Medicine. 2018. “Building an Efficient Database for Your Research.”
Spinks, Madeleine. 2024. “Introducing the Data Cleaning Day.” Data Orchard.
Stangroom, Jeremy. 2019. “Rules for Naming Variables in SPSS - Quick SPSS Tutorial.” EZ SPSS Tutorials.
Stodden, Victoria, Jennifer Seiler, and Zhaokun Ma. 2018. “An Empirical Analysis of Journal Policy Effectiveness for Computational Reproducibility.” Proceedings of the National Academy of Sciences 115 (11): 2584–89.
Strand, Julia. 2020. “Scientists Make Mistakes. I Made a Big One.” Elemental.
———. 2021. “Error Tight: Exercises for Lab Groups to Prevent Research Mistakes.” Preprint. PsyArXiv.
Sweeney, Latanya. 2002. “K-ANONYMITY: A MODEL FOR PROTECTING PRIVACY.” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 10 (05): 557–70.
Teitcher, Jennifer E. F., Walter O. Bockting, José A. Bauermeister, Chris J. Hoefer, Michael H. Miner, and Robert L. Klitzman. 2015. “Detecting, Preventing, and Responding to Fraudsters in Internet Research: Ethics and Tradeoffs.” The Journal of Law, Medicine & Ethics : A Journal of the American Society of Law, Medicine & Ethics 43 (1): 116–33.
Tenopir, Carol, Suzie Allard, Priyanki Sinha, Danielle Pollock, Jess Newman, Elizabeth Dalton, Mike Frame, and Lynn Baird. 2016. “Data Management Education from the Perspective of Science Educators.” International Journal of Digital Curation 11 (1): 232–51.
The National Commission for the Protection of Human Subjects of Biomedical and Behavioral Research. 1979. “The Belmont Report.”
The Turing Way Community. 2022. “The Turing Way: A Handbook for Reproducible, Ethical and Collaborative Research.” Zenodo.
The White House. 2013. “Executive OrderMaking Open and Machine Readable the New Default for Government Information.”
Thielen, Joanna, and Amanda Nichols Hess. 2017. “Advancing Research Data Management in the Social Sciences: Implementing Instruction for Education Graduate Students Into a Doctoral Curriculum.” Behavioral & Social Sciences Librarian 36 (1): 16–30.
Towse, Andrea S., David A. Ellis, and John N. Towse. 2021. “Making Data Meaningful: Guidelines for Good Quality Open Data.” The Journal of Social Psychology 161 (4): 395–402.
UC Merced Library. 2023. “What Is a Data Dictionary? UC Merced Library.” UC Merced Library.
UK Data Service. 2023. “Research Data Management.” UK Data Service.
UNC Office of Human Research Ethics. 2020. “De-Identified, Coded, or Anonymous? How Do I Know?” UNC Research.
United States Department of Health and Human Services. Administration for Children and Families, Office of Planning, Research and Evaluation. 2023. “Study of Coaching Practices in Early Care and Education Settings (SCOPE), United States, 2019-2021.” Inter-university Consortium for Political; Social Research [distributor].
University of Iowa Libraries. 2024. “Metadata.” Iowa University Libraries.
University of Michigan. 2023. “Examples of Sensitive Data by Classification Level /” U-M Information and Technology Services.
University of Washington. 2023. “Sharing Information and Data.” UW Research.
U.S. Department of Health and Human Services. 2012. “Guidance Regarding Methods for De-Identification of Protected Health Information in Accordance with the Health Insurance Portability and Accountability Act (HIPAA) Privacy Rule.” Text.
———. 2018. “What’s New in IRB Review Under the Revised Common Rule.”
USGS. 2021. “Tools for Creating Metadata Records.” USGS.
USGS. 2023. “What Are the Differences Between Data, a Dataset, and a Database? U.S. Geological Survey.” USGS.
Valentine, Theresa. 2011. “Best Practice: Define Roles and Assign Responsibilities for Data Management.” DataOne.
Van Bochove, Kees, Pinar Alper, and Wei Gu. 2023. “Data Quality.” RDMkit.
Van den Eynden, Veerle, Louise Corti, Matthew Woollard, Libby Bishop, and Laurence Horton. 2011. “Managing and Sharing Data.”
Van Dijk, Wilhelmina, Christopher Schatschneider, and Sara A. Hart. 2021. “Open Science in Education Sciences.” Journal of Learning Disabilities 54 (2): 139–52.
Veselovsky, Veniamin, Manoel Horta Ribeiro, and Robert West. 2023. “Artificial Artificial Artificial Intelligence: Crowd Workers Widely Use Large Language Models for Text Production Tasks.” arXiv.
Vines, Timothy H., Arianne Y.K. Albert, Rose L. Andrew, Florence Débarre, Dan G. Bock, Michelle T. Franklin, Kimberly J. Gilbert, Jean-Sébastien Moore, Sébastien Renaut, and Diana J. Rennison. 2014. “The Availability of Research Data Declines Rapidly with Article Age.” Current Biology 24 (1): 94–97.
Washington University in St. Louis. 2023. “Roles and Responsibilities - Research - Washington University in St. Louis.” Research.
Webb, Margaret A., and June P. Tangney. 2022. “Too Good to Be True: Bots and Bad Data From Mechanical Turk.” Perspectives on Psychological Science, November, 174569162211200.
White, Ethan, Elita Baldridge, Zachary Brym, Kenneth Locey, Daniel McGlinn, and Sarah Supp. 2013. “Nine Simple Ways to Make It Easier to (Re)use Your Data.” Ideas in Ecology and Evolution 6 (2).
Wickham, Hadley. 2014. “Tidy Data.” Journal of Statistical Software 59 (September): 1–23.
———. 2021. Welcome The Tidyverse Style Guide.
Wickham, Hadley, Mine Çetinkaya-Rundel, and Garrett Grolemund. 2023. R for Data Science: Import, Tidy, Transform, Visualize, and Model Data. 2nd edition. Beijing Boston Farnham Sebastopol Tokyo: O’Reilly.
Wilkinson, Mark D., Michel Dumontier, IJsbrand Jan Aalbersberg, Gabrielle Appleton, Myles Axton, Arie Baak, Niklas Blomberg, et al. 2016. “The FAIR Guiding Principles for Scientific Data Management and Stewardship.” Scientific Data 3 (1): 160018.
Wilson, Greg, Jennifer Bryan, Karen Cranston, Justin Kitzes, Lex Nederbragt, and Tracy K. Teal. 2017. “Good Enough Practices in Scientific Computing.” PLOS Computational Biology 13 (6): e1005510.
Yenni, Glenda M., Erica M. Christensen, Ellen K. Bledsoe, Sarah R. Supp, Renata M. Diaz, Ethan P. White, and S. K. Morgan Ernest. 2019. “Developing a Modern Data Workflow for Regularly Updated Data.” PLOS Biology 17 (1): e3000125.
Zhou, Xuan, Zhihong Xu, and Ashlynn Kogut. 2023. “Research Data Management Needs Assessment for Social Sciences Graduate Students: A Mixed Methods Study.” PLOS ONE 18 (2): e0282152.