Open Access. Powered by Scholars. Published by Universities.®
Social and Behavioral Sciences Commons™
Open Access. Powered by Scholars. Published by Universities.®
- Discipline
-
- Psychology (3984)
- Library and Information Science (3941)
- Arts and Humanities (3424)
- Sociology (3236)
- Public Affairs, Public Policy and Public Administration (3012)
-
- Education (2698)
- Communication (2442)
- Medicine and Health Sciences (2108)
- Economics (2020)
- Business (1799)
- Political Science (1505)
- Physical Sciences and Mathematics (1418)
- Life Sciences (1385)
- International and Area Studies (1147)
- Law (973)
- History (902)
- Anthropology (899)
- Urban Studies and Planning (862)
- Social Work (800)
- Environmental Sciences (792)
- Public Health (789)
- Geography (787)
- Higher Education (757)
- Public Policy (709)
- Religion (681)
- Social Justice (663)
- Journalism Studies (649)
- Clinical Psychology (626)
- Engineering (610)
- Institution
-
- San Jose State University (1965)
- City University of New York (CUNY) (606)
- Walden University (602)
- Singapore Management University (569)
- University of Nebraska - Lincoln (519)
-
- Loyola Marymount University and Loyola Law School (492)
- Chulalongkorn University (484)
- Portland State University (476)
- Universitas Indonesia (400)
- Purdue University (333)
- University of Arkansas, Fayetteville (307)
- Association of Arab Universities (297)
- University of Memphis (297)
- University of Kentucky (293)
- Nova Southeastern University (286)
- College of the Holy Cross (284)
- Kennesaw State University (282)
- Old Dominion University (282)
- Liberty University (279)
- Brigham Young University (275)
- University of Nevada, Las Vegas (256)
- University of Central Florida (254)
- University of South Florida (254)
- University of Rhode Island (250)
- Yale University (245)
- University of South Carolina (237)
- Utah State University (231)
- Chapman University (229)
- Syracuse University (223)
- Western Kentucky University (189)
- Keyword
-
- COVID-19 (696)
- Syllabus, syllabi, journalism, communication, media, strategic media (296)
- Mental health (249)
- Church work with the deaf -- Catholic Church (245)
- Deaf -- Periodicals (245)
-
- Deaf culture (245)
- Hearing impaired (245)
- Pastoral care of people with disabilities (245)
- Pandemic (238)
- Education (218)
- Gender (213)
- Social media (199)
- Communication (186)
- Race (170)
- Covid-19 (160)
- Leadership (156)
- Psychology (154)
- Library science (153)
- Depression (145)
- Culture (128)
- Resilience (127)
- Anxiety (123)
- Trauma (123)
- United States (120)
- Women (119)
- Diversity (114)
- Stress (110)
- China (107)
- Higher education (107)
- Racism (102)
- Publication
-
- Library Philosophy and Practice (e-journal) (1741)
- Walden Dissertations and Doctoral Studies (568)
- Theses and Dissertations (465)
- Chulalongkorn University Theses and Dissertations (Chula ETD) (333)
- Journalism and Strategic Media Syllabi Archive (296)
-
- Electronic Theses and Dissertations (264)
- Dissertations (222)
- Faculty Publications (212)
- Honors Theses (212)
- Publications and Research (208)
- Against the Grain (201)
- Dissertations, Theses, and Capstone Projects (194)
- The Qualitative Report (181)
- USF Tampa Graduate Theses and Dissertations (155)
- Graduate Theses and Dissertations (143)
- Doctoral Dissertations and Projects (140)
- Research Collection School of Social Sciences (136)
- Dirassat (131)
- Jerash for Research and Studies Journal مجلة جرش للبحوث والدراسات (131)
- Bulletin of Chinese Academy of Sciences (Chinese Version) (128)
- Expressive Therapies Capstone Theses (125)
- Research outputs 2014 to 2021 (113)
- Journal of Financial Crises (111)
- Electronic Theses, Projects, and Dissertations (108)
- Library Impact Statements (107)
- Honors Undergraduate Theses (97)
- Legacy Theses & Dissertations (2009 - 2024) (95)
- Archived Theses and Dissertations (93)
- Dissertations and Theses (91)
- Halal Insight (88)
- Publication Type
Articles 22321 - 22350 of 24088
Full-Text Articles in Social and Behavioral Sciences
Edtech And Emergency Remote Learning: A Systematic Review, Helen Crompton, Diane Burke, Katy Jordan, Sam Wilson, Susan Nicolai, Christina Myers
Edtech And Emergency Remote Learning: A Systematic Review, Helen Crompton, Diane Burke, Katy Jordan, Sam Wilson, Susan Nicolai, Christina Myers
Teaching & Learning Faculty Publications
An output of the EdTech Hub, https://edtechhub.org
Sampling The Hors D’Oeuvres: Exploratory Poetics In Archives And Special Collections, Patrick Williams
Sampling The Hors D’Oeuvres: Exploratory Poetics In Archives And Special Collections, Patrick Williams
Librarian Publications
This lesson plan engages students with primary materials as ingredients for creative work, with attention to the ways researchers read and notice in archives and special collections. This hands-on creative activity helps students to identify and analyze many facets of materials in a special collections setting, and it allows students to explore those materials together. Students create found poems based on a prompt distributed by the librarian-instructor and then engage in reflective sharing of the poems. The prompt draws students toward the textual, paratextual, and metadata elements of materials, and the sharing of poems among students highlights the variety of …
Recruiting And Retaining School Psychologists: The Role Of District Level Administrative Supervisors, Ellie L. Young, Rachel Butler, Timothy B. Smith, Sterling Hilton, Alivia Smith
Recruiting And Retaining School Psychologists: The Role Of District Level Administrative Supervisors, Ellie L. Young, Rachel Butler, Timothy B. Smith, Sterling Hilton, Alivia Smith
Faculty Publications
A shortage of school psychologists has been evident since the profession was initially recognized as a distinct field, and there is insufficient research on what current administrative supervisors are doing to address this problem. This qualitative study examined the perceptions of district level administrative supervisors regarding recruitment and retention of school psychologists. Participants reported the following: (a) school psychology graduate programs not producing enough school psychologists, (b) challenges of finding school psychologists to hire, (c) competing with neighboring school districts, and (d) trying to recruit and retain in a worker’s market that favors the school psychologist. These administrative supervisors also …
Forgiveness And Gratitude As Mediators Between Religious Commitment And Well-Being Among Latter-Day Saint Polynesian Americans, Davis Kealanohea Kane, G. E. Kawika Allen, Timothy B. Smith, M Ming, Aaron Jackson, Derek Griner, Elizabeth Cutrer-Parraga
Forgiveness And Gratitude As Mediators Between Religious Commitment And Well-Being Among Latter-Day Saint Polynesian Americans, Davis Kealanohea Kane, G. E. Kawika Allen, Timothy B. Smith, M Ming, Aaron Jackson, Derek Griner, Elizabeth Cutrer-Parraga
Faculty Publications
An abundance of research has investigated well-being as it relates to religiosity and character strengths, such as forgiveness and gratitude. However, few studies have investigated how increases in forgiveness and gratitude might explain why religious commitment enhances well-being, particularly for U.S. ethnic/racial minority populations. This study investigated if the character strengths of forgiveness and gratitude mediated the relationship between religious commitment and well-being among Latter-day Saint Polynesian Americans – a fast growing, yet understudied, population. Results indicated that forgiveness and gratitude fully mediated the relationship between religious commitment and self-esteem, and gratitude partially mediated the relationship between religious commitment and …
Hospice Response To Covid-19: Promoting Sustainable Inclusion Strategies For Racial And Ethnic Minorities, M. Courtney Hughes, Erin Vernon
Hospice Response To Covid-19: Promoting Sustainable Inclusion Strategies For Racial And Ethnic Minorities, M. Courtney Hughes, Erin Vernon
Faculty Articles, Papers, and Other Scholarship
There is a disproportionate burden of illness and death among racial/ethnic minorities related to COVID-19. The importance of reaching groups suffering the most with resources such as advance directive guidance, telehealth, and culturally sensitive education materials is vital to providing quality, inclusive care. A crisis presents an opportunity to unite and problem-solve to help avoid the dire consequences facing inaction. In this way, inclusive responses by hospices, social workers, other community partners during the COVID-19 pandemic can help reach and alleviate the pain of those groups most afflicted. We offer hospice inclusion strategies that align with general pandemic response trends …
Financial Literacy, Experience, And Age Differences In Monetary Sequence Preferences, Jenna M. Wilson
Financial Literacy, Experience, And Age Differences In Monetary Sequence Preferences, Jenna M. Wilson
Graduate Theses, Dissertations, and Problem Reports (ETD)
The emerging research on age differences in monetary sequence preferences suggests that older adults make decisions that are normatively correct from the standpoint of economic theory when choosing to receive larger versus smaller amounts of money sooner than later, but make non-optimal decisions about paying money. In an adult life-span sample (N = 594, aged 20-88, Mage = 46.48, SD= 15.16) recruited through MTurk, the present study examined age differences in monetary sequence preferences. Participants received eight hypothetical scenarios that described monetary events, and completed measures of financial literacy and financial experience. Older age was associated with …
Payday Myopia: Effects Of Income Receipt On Risk-Taking And Decision Making, Jacob Breaux
Payday Myopia: Effects Of Income Receipt On Risk-Taking And Decision Making, Jacob Breaux
Honors Capstones
No abstract provided.
Workshop Outcomes Report: 1st International Workshop On Seismic Resilience Of Arctic Infrastructure And Social Systems, Majid Ghayoomi, Katharine Duderstadt, Alexander Kholodov, Alexander Shiklomanov, Matthew Turner, Elham Ajorlou
Workshop Outcomes Report: 1st International Workshop On Seismic Resilience Of Arctic Infrastructure And Social Systems, Majid Ghayoomi, Katharine Duderstadt, Alexander Kholodov, Alexander Shiklomanov, Matthew Turner, Elham Ajorlou
Faculty Publications
No abstract provided.
Analysis Of Walking Movement Using Mobile Health Application: Motion Sensor Data Analysis, Sungchul Lee, Ryan M. Walker, Yoohwan Kim, Hyunhwa Lee
Analysis Of Walking Movement Using Mobile Health Application: Motion Sensor Data Analysis, Sungchul Lee, Ryan M. Walker, Yoohwan Kim, Hyunhwa Lee
Open Access Publishing Support Funded Articles
Background: This study presents a new approach to measure and analyze the walking balance of humans by collecting motion sensor data in a smartphone.
Objective: We aimed to develop a mobile health (mHealth) app that can measure the walking movements of human individuals and analyze the differences in the walking movements of different individuals based on their health conditions. A smartphone’s motion sensors were used to measure the walking movements and analyze the rotation matrix data by calculating the variation of each xyz rotation, which shows the variables in walking-related movement data over time.
Methods: Data were …
A Study Of The Effects Of The Covid-19 Pandemic On College Student Academic Dishonesty, Drake Fromenthal
A Study Of The Effects Of The Covid-19 Pandemic On College Student Academic Dishonesty, Drake Fromenthal
Honors Capstones
No abstract provided.
Inter-Generational Family Reconstitution With Enriched Ontologies, Deryle W. Lonsdale, David W. Embley, Stephen W. Liddle, Scott N. Woodfield
Inter-Generational Family Reconstitution With Enriched Ontologies, Deryle W. Lonsdale, David W. Embley, Stephen W. Liddle, Scott N. Woodfield
Faculty Publications
Enriching ontologies can measurably enhance research in digital humanities. Support for this claim is shown by using an enriched ontology to attack a well known and challenging problem: record linkage of historical records for inter-generational family reconstitution. An enriched ontology enables extraction of birth, death, and marriage records via linguistic grounding, curation of record-comprising information with pragmatic constraints and cultural normatives, and record linkage by evidential reasoning. The result is a fully automatic reconstruction of family trees. Using three historical record books containing a total of 29,229 extracted records, the enriched ontology links records with high accuracy: F-scores in the …
Rationalizing Self-Defeating Behaviors: Theory And Evidence, Lars J. Lefgren, Olga B. Stoddard
Rationalizing Self-Defeating Behaviors: Theory And Evidence, Lars J. Lefgren, Olga B. Stoddard
Faculty Publications
Why do individuals engage in self-defeating behaviors like self-harm, addiction, and risky sexual behaviors? Why do they experience the apathy of depression or inaction when trapped by multiple competing problems? We propose a framework for explaining these and other related behaviors based on the insight that individuals can only experience a limited number of latent stimuli to which they are exposed. We conduct an experiment to test this model and find that more than two thirds of the subjects behave consistent with our theoretical framework.
Increasing Workplace Diversity: Evidence From A Recruiting Experiment At A Fortune 500 Company, Jeffrey A. Flory, Andreas Leibbrandt, Christina Rott, Olga B. Stoddard
Increasing Workplace Diversity: Evidence From A Recruiting Experiment At A Fortune 500 Company, Jeffrey A. Flory, Andreas Leibbrandt, Christina Rott, Olga B. Stoddard
Faculty Publications
While many firms have set ambitious goals to increase diversity in their ranks, there is a dearth of empirical evidence on effective ways to reach them. We use a natural field experiment to test several hypotheses on effective means to attract minority candidates for top professional careers. By randomly varying the content in recruiting materials of a major financial services corporation with more than 10,000 employees, we find that signaling explicit interest in employee diversity more than doubles the interest in openings among racial minority candidates, as well as the likelihood that they apply and are selected. Impacts on gender …
Association Between Toxoplasma Gondii Seropositivity And Serointensity And Brain Volume In Adults: A Cross-Sectional Study, Bruce L. Brown, Lance D. Erickson, Shawn D. Gale, Dawson W. Hedges
Association Between Toxoplasma Gondii Seropositivity And Serointensity And Brain Volume In Adults: A Cross-Sectional Study, Bruce L. Brown, Lance D. Erickson, Shawn D. Gale, Dawson W. Hedges
Faculty Publications
The intracellular protozoal parasite Toxoplasma gondii has been associated with worsened cognitive function in animal models and in humans. Despite these associations, the mechanisms by which Toxoplasma gondii might affect cognitive function remain unknown, although Toxoplasma gondii does produce physiologically active intraneuronal cysts and appears to affect dopamine synthesis. Using data from the UK Biobank, we sought to determine whether Toxoplasma gondii is associated with decreased prefrontal, hippocampal, and thalamic gray-matter volumes and with decreased total gray-matter and total white-matter volumes in an adult community-based sample. The results from adjusted multivariable regression modelling showed no associations between Toxoplasma gondii and …
Assessing Interpersonal Communication In Dental Hygiene Students Providing Geriatric Care, Lasandra Wilson
Assessing Interpersonal Communication In Dental Hygiene Students Providing Geriatric Care, Lasandra Wilson
EWU Masters Thesis Collection
Purpose: This study examined the implementation of an educational module regarding development of communication skills between dental hygiene students and the geriatric population. The educational module assessed students’ perceived abilities and confidence in communicating with the geriatric population. Subsequently, a standardized rubric determined if there is a difference between how faculty assess students, patients assess students, and students assess themselves.
Methods: Dental hygiene students from the University of South Dakota participated in the educational module and completed pre and post tests. Voice recordings from student-patient interactions in the clinic setting were evaluated by faculty, patients, and students using a rubric …
Connections During Times Of Change: The Interplay Between Gratitude Communication, Well-Being And Resilience, Aubrey Carlene Moore
Connections During Times Of Change: The Interplay Between Gratitude Communication, Well-Being And Resilience, Aubrey Carlene Moore
EWU Masters Thesis Collection
This pilot study investigates the relationships between gratitude communication, well-being, and resilience in times of change. The 2019 coronavirus, COVID-19, brought on a global pandemic that continues to impact people’s lives daily. However, due to continuous changes, lockdowns, social distancing, mask mandates and more, people have found other ways to stay connected in lieu of face to face communication. This study aims to understand better how people are moving forward during these challenging, ever-changing times. Using an online survey and previously established measures including the Gratitude Questionnaire (GQ-6), the Satisfaction with Life Scale (SWLS), and the 14-item Resilience Scale (RS-14), …
Harmonious Disturbance: Pushing The Boundaries Of Communicology In The Classroom And Beyond, Olivia Dugenet
Harmonious Disturbance: Pushing The Boundaries Of Communicology In The Classroom And Beyond, Olivia Dugenet
EWU Masters Thesis Collection
No abstract provided.
Housing Market Pressures In Youngstown During The Gm Plant Closure (2016 To 2019), Iryna Demko, Molly Schnoke, Rachel Lefebre, Isabella Mcknight, Merissa Piazza
Housing Market Pressures In Youngstown During The Gm Plant Closure (2016 To 2019), Iryna Demko, Molly Schnoke, Rachel Lefebre, Isabella Mcknight, Merissa Piazza
All Maxine Goodman Levin School of Urban Affairs Publications
This brief seeks to investigate the changes in the regional housing markets for renters and homeowners in the Youngstown region due to the General Motors Lordstown Assembly closure. Housing is an important part of the regional infrastructure that can attract new people in times when the Youngstown region tries to develop high-tech industries and reinvent its economy. The quality of housing stock determines the amount of property taxes, which help fund local schools as well as city services. In 2019, both median household income and median home values declined in the Youngstown region. The demand for rental properties increased as …
Moving Cleveland Above The Trend: Entrepreneurship Policy, Iryna V. Lendel, Merissa Piazza, Molly Schnoke, Shneur Kushner
Moving Cleveland Above The Trend: Entrepreneurship Policy, Iryna V. Lendel, Merissa Piazza, Molly Schnoke, Shneur Kushner
All Maxine Goodman Levin School of Urban Affairs Publications
A recent report conducted by the Center for Economic Development discussed the structural and policy factors of economic growth in mid-sized U.S. economies and included an analysis of similar regions. The Center used factor analysis as a data-reduction technique and identified five factors influencing mid-sized regional economies: 1) Innovation and Talent, 2) Entrepreneurship in High-Cost Areas, 3) New Residential Centers, 4) Retirement Destinations, and 5) Polarization. An analysis determined the relationship between these factors and the changes in regional employment, gross regional product (output), and per capita income. This brief outlines the initial analysis primary takeaways as it relates to …
Law Enforcement Organization Relationships With Prosecutors, Daniel C. Richman
Law Enforcement Organization Relationships With Prosecutors, Daniel C. Richman
Faculty Scholarship
Although police departments and prosecutor’s oces must closely collaborate, their organizational roles and networks, and the distinctive perspectives of their personnel, will inevitably and regularly lead to forceful dialogue and disruptive friction. Such friction can occasionally undermine thoughtful deliberation about public safety, the rule of law, and community values. Viewed more broadly, however, these interactions promote just such deliberation, which will become even healthier when the dialogue breaks out of the closed world of criminal justice bureaucracies and includes the public to which these bureaucracies are ultimately responsible. This chapter explores such organizational interactions and their value.
Slavery's Constitution: Rethinking The Federal Consensus, Maeve Glass
Slavery's Constitution: Rethinking The Federal Consensus, Maeve Glass
Faculty Scholarship
For at least half a century, scholars of the early American Constitution have noted the archival prominence of a doctrine known as the “federal consensus.” This doctrine instructed that Congress had no power to interfere with the institution of slavery in the states where it existed. Despite its ubiquity in the records, our understanding of how and why this doctrine emerged is hazy at best. Working from a conceptual map of America’s founding that features thirteen local governments coalescing into two feuding sections of North and South, commentators have tended to explain the federal consensus either as a vestige of …
Predictors Of The Treatment Retention And Quality Of Recovery From Opioid Use Disorder Using Buprenorphine In Medication-Assisted Treatment: A Pilot Study Of The Effects Of Hope, Grit, And Readiness To Change, John S. Pulliam
Doctoral Dissertations and Projects
Opioid misuse remains at epidemic proportions in the United States and other countries. Buprenorphine has been found effective in treating opioid use disorder (OUD). Understanding the roles of personal characteristics and readiness to change in addiction treatment retention and quality of recovery could be beneficial in office-based medication-assisted treatment for OUD. Researchers have explored OUD treatment methods and outcomes and have examined various predictive factors in treatment results, including demographic, socioeconomic, and psychological variables. However, few characteristics have been found to be consistent indicators of treatment retention and recovery quality. The constructs of hope agency, hope pathways, grit, and readiness …
The Rural Church As Community Support For Grandparents Raising Their Grandchildren, William Shane Cassida
The Rural Church As Community Support For Grandparents Raising Their Grandchildren, William Shane Cassida
Doctoral Dissertations and Projects
A growing trend in rural communities located in the Southern Appalachian Mountains, as well as across much of the United States, is the significant increase in the number of grandparents that are being forced to accept the responsibility of raising their grandchildren due to a crisis within the family structure. The US Census Bureau cited in 2016 that over 2.5 million grandparents are helping with the responsibility of raising their grandchildren, and that 7.8 million children live in homes owned by their grandparents. This accounts for almost 10% of all children nationally. There is a current ministry need for churches …
Social-Emotional Learning And Its Relationship To High School Student Academic Achievement In Stem Courses, Maurice Lavelle Mcdougald
Social-Emotional Learning And Its Relationship To High School Student Academic Achievement In Stem Courses, Maurice Lavelle Mcdougald
Doctoral Dissertations and Projects
The purpose of this study was to determine the correlation of high school student social-emotional learning and its relationship to academic achievement in STEM (science, technology, engineering, mathematics) courses as moderated by gender and racial groups and within a rural school in the Sandhills area of North Carolina. Using a quasi-experimental variable-centered design, 202 Junior Reserve Officer Corps students participated in this research. The researcher sought to answer: (1) Do individual high school students' self-perceptions of social-emotional learning skills influence academic achievement in traditional STEM courses? (2) Are there significant variations of individual high school students' self-perception of social-emotional learning …
Aidez Moi: Cleaning Up Non_English Language Cataloging, Sarah H. Theimer
Aidez Moi: Cleaning Up Non_English Language Cataloging, Sarah H. Theimer
Faculty Publications
From a Presentation given at ELUNA Learns, September 8, 2021. This presentation discusses the importance of using quality data in describing non_English Language material, as often errors negatively impact searching and public displays. By correcting the language codes, add 800 paired MARC fields, and correcting Diacritics the library can improve the quality of these records.
Memorial: Yvonne Jeannette Chandler (1957–2020): Mentor, Michele A.L. Villagran
Memorial: Yvonne Jeannette Chandler (1957–2020): Mentor, Michele A.L. Villagran
Faculty Research, Scholarly, and Creative Activity
No abstract provided.
The Basic Rules Of Doing A Good Search And Search Tips - Revised, Roy E. Brown
The Basic Rules Of Doing A Good Search And Search Tips - Revised, Roy E. Brown
VCU Libraries Faculty and Staff Publications
This is a handout that is used as a reference for those who are learning to more effectively search databases for assignments and evidence-based practice projects. The revised handout contains information related to the databases that may be searched as well as about Google Scholar.
Please contact the author for a version that can be reused and rebranded.
The Evidence Based Practice Question Development & Search Tips Checklist (Revised), Roy E. Brown
The Evidence Based Practice Question Development & Search Tips Checklist (Revised), Roy E. Brown
VCU Libraries Faculty and Staff Publications
The Evidence Based Practice Question Development and Search Tips Checklist is a tool that is used in instructional sessions with nurses in reference to evidence-based practice and literature searching. It is intended as a reference handout. The revised handout contains information related to the databases that may be searched as well as about Google Scholar.
It is under a creative commons license. If you would like a version that can be rebranded for your organization to use, please contact the author for an editable version.
Certain Effects Of Random Taxes, James R. Hines Jr., Michael J. Keen
Certain Effects Of Random Taxes, James R. Hines Jr., Michael J. Keen
Articles
This paper explores the implications of tax rate randomness, identifying circumstances in which revenue-neutral rate variability increases profitability, economic activity, and the efficiency of resource allocation. Furthermore, with heterogeneous taxpayers, tax rate variability is shown to perform an efficiency-enhancing screening function, imposing heavier expected tax burdens on less responsive taxpayers. And while efficient tax randomness enables governments to reduce average costs of taxation, it necessarily increases the marginal cost of taxation over some ranges of expected revenue, so may reduce efficient levels of government spending.
Respecting Autonomy And Enabling Diversity: The Effect Of Eligibility And Enrollment On Research Data Demographics, Kayte Spector-Bagdady, Shengpu Tang, Sarah Jabbour, Nicholson Price, Ana Bracic, Melissa S. Creary, Sachin Kheterpal, Chad M. Brummett, Jenna Wiens
Respecting Autonomy And Enabling Diversity: The Effect Of Eligibility And Enrollment On Research Data Demographics, Kayte Spector-Bagdady, Shengpu Tang, Sarah Jabbour, Nicholson Price, Ana Bracic, Melissa S. Creary, Sachin Kheterpal, Chad M. Brummett, Jenna Wiens
Articles
Many promising advances in precision health and other Big Data research rely on large data sets to analyze correlations among genetic variants, behavior, environment, and outcomes to improve population health. But these data sets are generally populated with demographically homogeneous cohorts. We conducted a retrospective cohort study of patients at a major academic medical center during 2012–19 to explore how recruitment and enrollment approaches affected the demographic diversity of participants in its research biospecimen and data bank. We found that compared with the overall clinical population, patients who consented to enroll in the research data bank were significantly less diverse …