The DOI matches its Crossref record; 63 of the 63 references it cites were found in a registry or an index.
Deciding to discipline: Race, choice, and punishment at the frontlines of welfare reform.
Abstract
Welfare sanctions are financial penalties applied to individuals who fail to comply with welfare program rules. Their widespread use reflects a turn toward disciplinary approaches to poverty management. In this article, we investigate how implicit racial biases and discrediting social markers interact to shape officials' decisions to impose sanctions. We present experimental evidence based on hypothetical vignettes that case managers are more likely to recommend sanctions for Latina and black clients—but not white clients—when discrediting markers are present. We triangulate these findings with analyses of state administrative data. Our results for Latinas are mixed, but we find consistent evidence that the probability of a sanction rises significantly when a discrediting marker (i.e., a prior sanction for noncompliance) is attached to a black rather than a white welfare client. Overall, our study clarifies how racial minorities, especially African Americans, are more likely to be punished for deviant behavior in the new world of disciplinary welfare provision.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“However, a vast body of literature in social science provides us with theory and empirical evidence for the existence of discriminatory decision-making that are also rooted in subtle and unconscious cognitive mechanisms (e.g., Schram et al. 2009).”
From Human–AI Interactions in Public Sector Decision Making: “Automation Bias” and “Selective Adherence” to Algorithmic Advice (2023) · cites this paper as Schram et al. 2009
Citations
Cites
Mapping the Margins: Intersectionality, Identity Politics, and Violence against Women of Color
Crenshaw, K. (1991) · Stanford Law Review · doi:10.2307/1229039 · Cited by 32,792
(1954) · Cited by 15,935
Street-Level Bureaucracy: Dilemmas of the Individual in Public Services
Lipsky, M. (1981) · Michigan Law Review · doi:10.2307/1288305 · Cited by 8,981
Toward a Theory of Minority-Group Relations
Davies, I., & Blalock, H. M. (1967) · British Journal of Sociology · doi:10.2307/588680 · Cited by 2,958
Social Construction of Target Populations: Implications for Politics and Policy
Schneider, A. L., & Ingram, H. (1993) · American Political Science Review · doi:10.2307/2939044 · Cited by 2,827
Getting a Job: Is There a Motherhood Penalty?
Correll, S. J., Benard, S., & Paik, I. (2007) · American Journal of Sociology · doi:10.1086/511799 · Cited by 2,525
When Multiplication Doesn't Equal Quick Addition: Examining Intersectionality as a Research Paradigm
Hancock, A. (2007) · Perspectives on Politics · doi:10.1017/s1537592707070065 · Cited by 2,148
Punishment and inequality in America
Joseph, M. (2007) · Choice Reviews Online · doi:10.5860/choice.44-4178 · Cited by 2,066
The Effect of Race and Sex on Physicians' Recommendations for Cardiac Catheterization
Schulman, K. A., Berlin, J. A., Harless, W., Kerner, J. F., Sistrunk, S., Gersh, B. J., Dubé, R., Taleghani, C. K., Burke, J. E., Williams, S., et al. (1999) · New England Journal of Medicine · doi:10.1056/nejm199902253400806 · Cited by 1,934
Gilens, M. (1999) · University of Chicago Press eBooks · doi:10.7208/chicago/9780226293660.001.0001 · Cited by 1,803
Research works printed but not linked: 16
- Ayres Ian, 1995, American Economic Review, 85, 304
- Bloom Dan, 2002, Sanctions and Welfare Reform.
- Boehmke Frederick J., 2005, DURSEL: A Program for Duration Models with Sample Selection (Stata version). Version 2.0
- Born Catherine, 1999, “Life After Welfare: A Look at Sanctioned Families.”
- Goldberg Heidi, 2000, “A Compliance Oriented Approach to Sanctions in State and County TANF Programs.”
- Gooden Susan Tinsley, 2003, Race and the Politics of Welfare Reform, 254
- Keech William R., 1981, The Impact of Negro Voting: The Role of the Vote in the Quest for Equality
- Key V. O., 1949, Southern Politics in State and Nation
- Koralek Robin, 2000, “South Carolina Family Independence Program Process Evaluation.”
- Mancuso David, 2001, “Examining the Circumstances of Welfare Leavers and Sanctioned Families in Sonoma County Final Report.”
- Munnell Alicia H., 1996, American Economic Association, 86, 25
- Pavetti LaDonna A., 2004, “The Use of TANF Work-Oriented Sanctions in Illinois, New Jersey, and South Carolina: Final Report.”
- Rector Robert E., 1999, “The Determinants of Welfare Caseload Decline.”
- Stahl Roland, 2008, “Examining TANF Sanction Policies: Who Gets Sanctioned and What Are the Effects?”
- Starobin Paul, 1998, National Journal, 28, 678
- Wissoker Douglas, 1998, Testing for Discrimination in Home Insurance
Cited by
Sorted by citations
Items 201–300 of 399
Citizens’ Communication Styles in Written Public Encounters
Gilad, S., Freedman, M., & Bloom, P. B. (2024) · Perspectives on Public Management and Governance · doi:10.1093/ppmgov/gvae004 · Cited by 6
Client credibility judgment: A source of inequity in street‐level implementation
Kang, I., & Lee, S. (2024) · Policy Studies Journal · doi:10.1111/psj.12580 · Cited by 7
Hansen, P., Pedersen, M. J., & Willems, J. (2024) · Public Administration Review · doi:10.1111/puar.13904 · Cited by 7
Hussénius, K. (2021) · International Journal of Social Welfare · doi:10.1111/ijsw.12490 · Cited by 6
What Gender-Neutral Activation? Understanding the Gender Sanction Gap in Germany’s Welfare System
Knize, V. J. (2021) · Social Politics International Studies in Gender State & Society · doi:10.1093/sp/jxab037 · Cited by 6
Selekman, R. (2014) · Human Services Organizations Management Leadership & Governance · doi:10.1080/23303131.2013.878014 · Cited by 6
Laperrière, M., Orloff, A. S., & Pryma, J. (2019) · Journal of International and Comparative Social Policy · doi:10.1080/21699763.2019.1572526 · Cited by 6
Doubling Down on Racial Capitalism during COVID-19: Qualitative Interviews with Bank Employees
Friedline, T. L., Wood, A. K., Wheatley, M., Oh, S., & Zheng, H. (2021) · The Annals of the American Academy of Political and Social Science · doi:10.1177/00027162211061277 · Cited by 6
Hetling, A., Holcomb, S., Seith, D., Riordan, A., Santiago, J., Roman, J. L., Lupinacci, S., & Seehra, A. (2021) · Social Service Review · doi:10.1086/717298 · Cited by 6
Bostic, A., & Hyde, A. (2023) · Social Currents · doi:10.1177/23294965231169253 · Cited by 7
Spatial phronesis: a case study in geosurveillance
Basu, R. (2012) · Cambridge University Press eBooks · doi:10.1017/cbo9780511719912.015 · Cited by 6
Gendering (Non)Religion: Politics, Education, and Gender Gaps in Secularity in the United StatesPreprint
Whitehead, A. L., & Baker, J. O. (2016) · doi:10.31235/osf.io/re8sk · Cited by 6
Welfare Drug Bans and Criminal Legal Cycling
Sugie, N. F., & Newark, C. (2023) · American Journal of Sociology · doi:10.1086/725424 · Cited by 4
Managing the Margins: Intersections of the State and the Khawaja Sira in Lahore, Pakistan
Nisar, M. A. (2016) · Cited by 5
Dunford-Stenger, A., Holcomb, S., Hetling, A., & Krepcio, K. (2020) · Human Services Organizations Management Leadership & Governance · doi:10.1080/23303131.2020.1818156 · Cited by 5
Political Solutions to Discriminatory Behavior
Guul, T. S. (2022) · American Political Science Review · doi:10.1017/s0003055422000648 · Cited by 5
A First Step in Understanding Influences on System-Involved Women’s Changes in Financial Need
Sanders, K., Hoskins, K. M., & Morash, M. (2023) · Feminist Criminology · doi:10.1177/15570851231176856 · Cited by 7
Limits of Activation? Street-Level Responses to the 2015 Refugee Challenge in German Job Centers
Falkenhain, M., & Hirseland, A. (2024) · Journal of Immigrant & Refugee Studies · doi:10.1080/15562948.2024.2313210 · Cited by 5
Classed Burdens: Habitus and Administrative Burden during the COVID-19 Pandemic
Laemmli, T. (2024) · Sociological Science · doi:10.15195/v11.a5 · Cited by 5
Policy feedback in transitional China: The sectoral divide and electoral participation
Guo, H., & Ting, K. (2015) · Social Science Research · doi:10.1016/j.ssresearch.2015.07.002 · Cited by 5
Livermore, M. M., Powers, R. S., Lim, Y., & Davis, B. C. (2014) · Journal of Social Service Research · doi:10.1080/01488376.2014.972011 · Cited by 5
Implementing Welfare-to-Work: Program Managers’ Identities and Service Delivery in North Carolina
Taylor, T., & Seale, E. (2013) · Sociological Focus · doi:10.1080/00380237.2013.825833 · Cited by 5
State Governments as Entrepreneurs in Securing Federal Benefits for Their Citizens
Miller, S. M., & Keiser, L. R. (2012) · Publius The Journal of Federalism · doi:10.1093/publius/pjs043 · Cited by 5
Look After Them? Gender, Care and Welfare Reform in Aboriginal Australia
Vincent, E. (2021) · Ethnos · doi:10.1080/00141844.2021.1992470 · Cited by 5
Joseph, R. (2019) · Journal of Evidence-Based Social Work · doi:10.1080/26408066.2019.1588821 · Cited by 5
Policing Norwegian Welfare: Disciplining and Differentiating within the Bottom Rungs
Gubrium, E. K., & Fernandes, A. G. (2014) · Social Inclusion · doi:10.17645/si.v2i3.35 · Cited by 5
State-Level HIV Criminalization Laws: Social Construction of Target Populations?
Kay, E. S., & Smith, B. D. (2016) · Journal of Policy Practice · doi:10.1080/15588742.2016.1214859 · Cited by 5
Nguyen, T. (2019) · Current Sociology · doi:10.1177/0011392119853001 · Cited by 5
Shannon, S. (2013) · University of Minnesota Digital Conservancy (University of Minnesota) · Cited by 5
Policy-makers’ Processing of AI Algorithmic Advice: ‘Automation Bias’ versus Selective Adherence
Alon Barkat, S., & Busuioc, M. (2020) · SSRN Electronic Journal · doi:10.2139/ssrn.3794660 · Cited by 6
Administrative Burden in Action: Agricultural Producers and Regulatory Compliance
Hofmeyer, S. L. (2026) · Public Performance & Management Review · doi:10.1080/15309576.2026.2619463 · Cited by 4
Racial Inequality and Support for Democracy
Morgan, J., Christiani, L., & Kelly, N. J. (2024) · Political Studies · doi:10.1177/00323217241303638 · Cited by 4
Discordant patterns and adulthood consequences of childhood maltreatment and foster care placement
Eiermann, M., Baker, G., & Wildeman, C. (2025) · Social Forces · doi:10.1093/sf/soaf077 · Cited by 4
Lee, C. S., Lim, H., & Hwang, I. H. (2018) · Korean Political Science Review · doi:10.18854/kpsr.2018.52.5.001 · Cited by 4
Race, school discipline, and administrative representation
Roch, C. H., & Elsayed, M. (2019) · International Public Management Journal · doi:10.1080/10967494.2019.1659196 · Cited by 4
Sanctioning the sick: Do perceptions of activating the sick and diagnosis matter?
Fekjær, S. B., Rasmussen, E. B., & Terum, L. I. (2022) · Social Policy and Administration · doi:10.1111/spol.12790 · Cited by 4
Poverty, Prevalences, and Penalties in U.S. States, 1993-2016
Nicholson, D. A. (2022) · Sociological Quarterly · doi:10.1080/00380253.2022.2123412 · Cited by 4
Sichling, F. (2020) · Journal of Social Policy · doi:10.1017/s0047279420000392 · Cited by 5
Fix, R. L., Falligant, J. M., & Alexander, A. A. (2019) · Behavioral Sciences & the Law · doi:10.1002/bsl.2431 · Cited by 4
Stuck in Place? A Field Experiment on the Effects of Reputational Information on Student Evaluations
Chu, J., Li, G., Loyalka, P. K., Liu, C., Rosa, L., & Li, Y. (2019) · Social Forces · doi:10.1093/sf/soz097 · Cited by 4
Holder, A. E., & Flanigan, S. T. (2019) · Administrative Theory & Praxis · doi:10.1080/10841806.2019.1678356 · Cited by 4
Gauging the Gap: Inequality of Time Use When Seeking Government Services
Briceno-Mosquera, A., & Mastracci, S. H. (2025) · Journal of Social Equity and Public Administration · doi:10.24926/jsepa.v3i2.6273 · Cited by 3
Does Stigma Inhibit Labor Force Participation of Young Millennials Who Receive Housing Assistance?
Haley, B. A. (2017) · Poverty & Public Policy · doi:10.1002/pop4.167 · Cited by 3
Social Policy, Transfers, Programs, and Assistance
Lein, L., Danziger, S. K., Shaefer, H. L., & Tillotson, A. R. (2017) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780199914050.013.33 · Cited by 3
APPAM Presidential Address: Reflections on Who Counts and Why it Matters
Cancian, M. (2021) · Journal of policy analysis and management · doi:10.1002/pam.22302 · Cited by 2
Toossi, S. (2022) · Public Opinion Quarterly · doi:10.1093/poq/nfac002 · Cited by 3
A multi‐country systematic review of research on sanctions and equity in social welfare programs
Holcomb, S., Hetling, A., & Yeo, V. (2022) · Social Policy and Administration · doi:10.1111/spol.12880 · Cited by 3
Public perceptions of castle doctrine and stand your ground cases
Sower, E., Alexander, A. A., & Klukoff, H. (2023) · Social Science Quarterly · doi:10.1111/ssqu.13258 · Cited by 3
Prerequisites and pathways: How social categorization helps administrators determine moral worth
Dalke, I., & Greene, J. T. (2023) · Theory and Society · doi:10.1007/s11186-023-09523-6 · Cited by 3
The Structural Origins of Racial Inequality and Attitudes Toward Redistribution
Christiani, L., Kelly, N. J., & Morgan, J. (2024) · Race and Social Problems · doi:10.1007/s12552-024-09427-9 · Cited by 3
Overburdened Bureaucrats: Providing Equal Access to Public Services During COVID-19
Kolstad, K. L. (2024) · The Journal of Politics · doi:10.1086/734270 · Cited by 3
Lê‐Scherban, F., Coleman, S. M., Fusfeld, Z. H., Frank, D. A., Poblacion, A. P., Black, M. M., Ochoa, E. R., Sandel, M. T., & de Cuba, S. E. (2025) · Social Science & Medicine · doi:10.1016/j.socscimed.2025.117695 · Cited by 3
Easing Cash Assistance Rules and Breastfeeding
Dore, E. C., Collin, D. F., Rothwell, D. W., & Hamad, R. (2025) · JAMA Health Forum · doi:10.1001/jamahealthforum.2025.2999 · Cited by 3
Smith, C. A., & Bhaduri, M. (2025) · PLoS ONE · doi:10.1371/journal.pone.0328822 · Cited by 3
Behavioural insights into benefits claimants’ training
Gloster, R., Buzzeo, J., Cox, A., Bertram, C., Tassinari, A., Schmidtke, K. A., & Vlaev, I. (2017) · Education + Training · doi:10.1108/et-10-2016-0155 · Cited by 3
Rhubart, D. C. (2016) · Population Research and Policy Review · doi:10.1007/s11113-016-9414-0 · Cited by 3
Henry, C., Sonterblum, L., & Lens, V. (2019) · Social Work · doi:10.1093/sw/swz025 · Cited by 3
Swanson, J., & Ki, N. (2020) · The Social science journal (Fort Collins) · doi:10.1080/03623319.2020.1728510 · Cited by 4
Racial/Ethnic Perceptions from Hispanic Names: Selecting Names to Test for DiscriminationPreprint
Gaddis, S. M. (2017) · SSRN Electronic Journal · doi:10.2139/ssrn.2975829 · Cited by 3
The Best Laid Plans: How Administrative Burden Complicates Voting Rights Restoration Law and PolicyPreprint
Selin, J. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4890251 · Cited by 3
Bellisle, D., & Ybarra, M. (2024) · Poverty & Public Policy · doi:10.1002/pop4.396 · Cited by 3
Lofaro, R. J., Lungu, M., Witkowski, K. G. K., & Sapat, A. K. (2025) · Risk Hazards & Crisis in Public Policy · doi:10.1002/rhc3.70006 · Cited by 2
Tenorio, L. E. (2025) · Social Forces · doi:10.1093/sf/soaf081 · Cited by 2
Grim, K. (2025) · Children and Youth Services Review · doi:10.1016/j.childyouth.2025.108426 · Cited by 2
Lowder, M. A., Hobert, A. W., & Shoub, K. (2023) · Journal of Public Policy · doi:10.1017/s0143814x23000168 · Cited by 2
Immigration and the conditionality of unemployment benefits in OECD countries
Negash, S. M., & van Vliet, O. (2023) · West European Politics · doi:10.1080/01402382.2023.2230539 · Cited by 2
Visser, V., de Koster, W., & van Buuren, A. (2024) · Administration & Society · doi:10.1177/00953997241228872 · Cited by 3
Digital food apartheid: The uneven food geographies of Seattle in the era of Amazon
Vaughan-Wynn, N., & Jung, J. (2024) · Environment and Planning F · doi:10.1177/26349825241234430 · Cited by 2
Stewart, E. M. (2024) · Socius Sociological Research for a Dynamic World · doi:10.1177/23780231241278540 · Cited by 2
Examining Administrative Effect on Changes in TANF Caseloads in the United States
Cheng, L., & Wong, S.-L. (2012) · Administration in Social Work · doi:10.1080/03643107.2012.654902 · Cited by 2
Governing the Poor: Evidence from New Zealand’s Tax and Welfare Systems
Marriott, L. (2018) · Journal of New Zealand studies · doi:10.26686/jnzs.v0ins27.5179 · Cited by 2
Productive Methods in the Study of Culture and Cognition
McDonnell, T. E., & Vercel, K. L. (2019) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780190273385.013.18 · Cited by 2
Asset-building and social inclusion: A qualitative analysis of families’ perspectives
Feldman, G. (2019) · Journal of Social Work · doi:10.1177/1468017319890082 · Cited by 2
Beckett, K. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780197536575.003.0008 · Cited by 4
Beckett, K. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780197536575.003.0001 · Cited by 3
Bostic, A. (2023) · Population Research and Policy Review · doi:10.1007/s11113-023-09805-y · Cited by 5
The Promise and Practice of Care in Prisoner Reentry1,2
Olson, M. V. (2023) · Sociological Forum · doi:10.1111/socf.12936 · Cited by 2
Dismissed: How Rent Courts Process and Punish Low-Income Tenants in Washington, DC
Fleming-Klink, I. (2019) · DigitalGeorgetown (Georgetown University Library) · Cited by 2
Beckett, K. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780197536575.003.0007 · Cited by 2
Inequalities in the application of welfare sanctions in BritainPreprint
Reeves, A., de Vries, R., & Geiger, B. B. (2020) · doi:10.31235/osf.io/exn68 · Cited by 2
The color of corrections: Racial politics and prison privatization
Butz, A. M., & Fording, R. C. (2021) · Social Policy and Administration · doi:10.1111/spol.12766 · Cited by 1
Self-citationA Systematic Literature Review of Welfare Sanctions and Racial Equity
Walsh, S. J., Roman, J. L., Parker, A., & Hetling, A. (2023) · Journal of Social Equity and Public Administration · doi:10.24926/jsepa.v1i2.4788 · Cited by 1
Acceptable or Not? Understanding Attitudes Toward Citizens' Discrimination Against Frontline Workers
Halling, A., Cecchini, M., & Grønhøj, B. O. (2025) · Public Administration · doi:10.1111/padm.70037 · Cited by 1
Senghaas, M., Köppen, M., & Röhrer, S. (2025) · Social Policy and Administration · doi:10.1111/spol.70041 · Cited by 1
Artificial Intelligence, Bureaucratic Discretion, and Democratic Administration
Anastasopoulos, L. J. (2026) · Public Administration Review · doi:10.1111/puar.70201 · Cited by 2
Beyond Welfare and Work: TANF’s Enduring Relevance in Social and Family Policy Research
Rothwell, D. W., & Hetling, A. (2026) · Social Service Review · doi:10.1086/742717 · Cited by 1
Stereotyped perceptions of chronic pain
Møller, M. Ø. (2010) · Tidsskrift for Forskning i Sygdom og Samfund · doi:10.7146/tfss.v7i13.4149 · Cited by 1
Political Theories of Low-Wage Work
Samples, M. (2013) · Journal of Human Behavior in the Social Environment · doi:10.1080/10911359.2014.844612 · Cited by 1
Soss, J., Fording, R. C., & Schram, S. F. (2011) · Cited by 1
Self-citationBeyond the Imprisonment Rate: The Social and Political Determinants of Prisoner Treatment
Olson, J., & Fording, R. C. (2011) · Cited by 1
Self-citationIntergenerational Welfare Use among Immigrants: Myth of Culture of Poverty and Welfare Dependency
Cheng, T. C., & Lo, C. C. (2017) · Journal of Sociology and Social Work · doi:10.15640/jssw.v5n2a2 · Cited by 1
The importance of moral culture in questions of welfare deservingness – the case of the US
Jensen, J. D. (2021) · International Journal of Sociology and Social Policy · doi:10.1108/ijssp-07-2021-0169 · Cited by 1
Headworth, S., & Ríos, V. (2021) · Law & Policy · doi:10.1111/lapo.12176 · Cited by 1
Uneven Access to Justice: Social Context and Eligibility for the Right to Counsel
Dahaghi, K. (2022) · Social Problems · doi:10.1093/socpro/spac030 · Cited by 1
Street-Level Organizational Theory
Spitzmueller, M. C. (2023) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780190916329.013.40 · Cited by 1
Šimunović, D., Grigoryan, L. K., Boehnke, K., & Šimunović, D. (2024) · Social Psychology · doi:10.1027/1864-9335/a000541 · Cited by 1
Estrada‐Miller, J., Olson, H., & Painter, G. D. (2025) · Social Policy and Administration · doi:10.1111/spol.13125 · Cited by 1
The long-term health effects of welfare reform
Dore, E. C., Hamad, R., Komro, K. A., & Livingston, M. D. (2025) · Social Science & Medicine · doi:10.1016/j.socscimed.2025.117878 · Cited by 3
The role of chronic pain and suffering in contemporary society
Møller, M. Ø., & Gormsen, L. K. (2010) · Tidsskrift for Forskning i Sygdom og Samfund · doi:10.7146/tfss.v7i13.4146 · Cited by 2
Lansberry, K., Taylor, T., & Seale, E. (2017) · Journal of Poverty · doi:10.1080/10875549.2016.1141380 · Cited by 2
Metadata
- Authors
- Schram, S. F., Soss, J., Fording, R. C., & Houser, L.
- Affiliations
- Bryn Mawr College (US)
- University of Minnesota (US)
- University of Kentucky (US)
- Rutgers, The State University of New Jersey (US)
- Corresponding author
- Schram, Sanford F.
- Venue
- American Sociological Review
- Publisher
- SAGE Publications
- Published
- 2009-06
- Volume
- 74
- Issue
- 3
- Pages
- 398-422
- ISSN
- 0003-1224 (ISSN-L)
- 1939-8271
- OpenAlex
- W2084159512
- Cited by
- 399
- References
- 62
- Citations by year
- 2026: 18 · 2025: 26 · 2024: 27 · 2023: 41 · 2022: 47 · 2021: 36 · 2020: 23 · 2019: 39 · 2018: 25 · 2017: 16 · 2016: 16 · 2015: 8 · 2014: 19 · 2013: 10 · 2012: 16
- FWCI
- 37.35
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- American Sociological Review (publishedVersion)
- Topics
- Social Sciences › Gender Studies › Gender, Labor, and Family Dynamics
- Social Sciences › Sociology and Political Science › Criminal Justice and Corrections Analysis
- Social Sciences › Political Science and International Relations › Social Policy and Reform Studies
- Keywords
- welfare sanctions, welfare reform, racial bias, implicit bias, case managers, African American clients, poverty management
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review