Cited by 1,864Statistical Methods and ApplicationsStatistical Methods in EpidemiologyStatistical Methods and Bayesian Inference

The DOI matches its Crossref record; 5 of the 5 references it cites were found in a registry or an index.

Assessing proportionality in the proportional odds model for ordinal logistic regression.

Brant, Rollin·1990·Biometrics

DOI 10.2307/2532457

Open this paper in CoChat — free account

Abstract

The proportional odds model for ordinal logistic regression provides a useful extension of the binary logistic model to situations where the response variable takes on values in a set of ordered categories. The model may be represented by a series of logistic regressions for dependent binary variables, with common regression parameters reflecting the proportional odds assumption. Key to the valid application of the model is the assessment of the proportionality assumption. An approach is described arising from comparisons of the separate (correlated) fits to the binary logistic models underlying the overall model. Based on asymptotic distributional results, formal goodness-of-fit measures are constructed to supplement informal comparisons of the different fits. A number of proposals, including application of bootstrap simulation, are discussed and illustrated with a data example.

Integrity signals

Registry

Crossref · 10.2307/2532457

Cites

5 of 5 references verified0 citation errors · 0 not checkable

Statistics

Recomputing p-values needs the paper’s full text.

Claims the paper makes

This paper’s full text isn’t openly available, so its claims and self-check weren’t run. The registry and citation checks still apply.

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?

A REVIEW OF GOODNESS OF FIT STATISTICS FOR USE IN THE DEVELOPMENT OF LOGISTIC REGRESSION MODELS1
LEMESHOW, S., & HOSMER, D. W. (1982) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a113284 · Cited by 1,947
Regression and ordered categorical variables
Anderson, J. A. (1984) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1984.tb01270.x · Cited by 574
ORDINAL REGRESSION MODELS FOR EPIDEMIOLOGIC DATA
Armstrong, B., & SLOAN, M. (1989) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a115109 · Cited by 323
A note on a goodness-of-fit test for the logistic regression model
Tsiatis, A. A. (1980) · Biometrika · doi:10.1093/biomet/67.1.250 · Cited by 171
A comparison of regression models for ordinal data in an analysis of transplanted‐kidney function
Greenwood, C., & Farewell, V. T. (1988) · Canadian Journal of Statistics · doi:10.2307/3314931 · Cited by 26

Flagged first, then by citations

Show all 5 references

Sorted by citations

Items 901–1,000 of 1,001

Segmenting the Rape and Serious Sexual Offence (RASSO) investigator workforce: implications for wellbeing and burnout
Sondhi, A., Harding, R., & Williams, E. P. (2024) · Police Practice and Research · doi:10.1080/15614263.2024.2426172 · Cited by 7
Enhancing safety in work zones: the influence of speed feedback on driving behavior
Neupane, P., Thapa, D., Mishra, S., & Quicksall, J. R. (2025) · Journal of Safety Research · doi:10.1016/j.jsr.2025.08.009 · Cited by 7
Hot stops, cool looks: Aesthetic solutions for thermal comfort at transit stops
Steinharter, L., Ibsen, P. C., Lam, T. Y., Nesbitt, L., Park, K., & McHale, M. R. (2025) · Urban Climate · doi:10.1016/j.uclim.2025.102606 · Cited by 7
Domain-Specific Physical Activity, Pain Interference, and Muscle Pain after Activity
Swain, C. T. V., Bassett, J. K., Hodge, A. M., Bruinsma, F., Mahmood, S., Jayasekara, H., MacInnis, R. J., Giles, G. G., Milne, R. L., English, D. R., et al. (2020) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000002358 · Cited by 7
Factors Determining the Revisit Intentions of the Tourists: A Case Study of Bhutan
Lhendup, K., & Panda, B. (2021) · Millennial Asia · doi:10.1177/09763996211045789 · Cited by 7
Obesogenic eating behaviour and dietary intake in German children and adolescents: results from the GINIplus and LISA birth cohort studies
Marb, A., Libuda, L., Standl, M., Koletzko, S., Bauer, C., Schikowski, T., Berdel, D., Berg, A. V., Herberth, G., Bühlmeier, J., et al. (2022) · European Journal of Clinical Nutrition · doi:10.1038/s41430-022-01125-2 · Cited by 7
gofcat: An R package for goodness-of-fit of categorical response models
Ugba, E. R. (2022) · The Journal of Open Source Software · doi:10.21105/joss.04382 · Cited by 7
Sexual intimacy and relationship happiness in living apart together, cohabiting, and married relationships: evidence from Britain
Ciritel, A.-A. (2022) · Genus · doi:10.1186/s41118-022-00178-2 · Cited by 7
Fear of happiness predicts concurrent but not prospective depressive symptoms in adolescents
Kock, M., Belmans, E., & Raes, F. (2023) · Clinical Psychology in Europe · doi:10.32872/cpe.10495 · Cited by 7
Contribution of herd management, biosecurity, and environmental factors to the risk of bovine tuberculosis in a historically low prevalence region
Pozo, P., Isla, J., Asiain, A., Navarro, D., & Gortázar, C. (2024) · animal · doi:10.1016/j.animal.2024.101105 · Cited by 7
Effects of prior knowledge and collaborations on R&D performance in times of urgency: the case of COVID ‐19 vaccine development
Laufs, D., Melnychuk, T., & Schultz, C. (2024) · R and D Management · doi:10.1111/radm.12670 · Cited by 7
NLP-Driven Insights on Boutique Hotel Satisfaction
Mishra, A. N., Li, J., Sengupta, P., & Oztekin, A. (2024) · Journal of Computer Information Systems · doi:10.1080/08874417.2024.2362824 · Cited by 7
Budgeting System and Economic Development Outcomes
Azhar, A., Abutabenjeh, S., & Nukpezah, J. A. (2024) · Public Administration Quarterly · doi:10.1177/07349149241258921 · Cited by 7
Evaluating the impact of protected areas in lowering extinction risks in a biodiversity hotspot
Esperón‐Rodríguez, M., Correa‐Metrio, A., Beaumont, L. J., Baumgartner, J. B., & Lenoir, J. (2024) · Biological Conservation · doi:10.1016/j.biocon.2024.110728 · Cited by 7
Disclosing Past Adult Sexual Assault to Romantic Partners: A Mixed-Methods Analysis
Person, A. I., Frazier, P. A., & Simpson, J. A. (2024) · Psychology of Women Quarterly · doi:10.1177/03616843241297310 · Cited by 7
Emotional language reduces belief in false claims
Phillips, S. C., Wang, S. Y. N., Carley, K. M., Rand, D. G., & Pennycook, G. (2025) · Judgment and Decision Making · doi:10.1017/jdm.2025.10019 · Cited by 11
Glycan biomarkers of autoimmunity and bile acid-associated alterations of the human glycome: Primary biliary cirrhosis and primary sclerosing cholangitis-specific glycans
Maverakis, E. M., Merleev, A. A., Park, D., Kailemia, M. J., Xu, G., Ruhaak, L. R., Kim, K., Hong, Q., Li, Q., Leung, P. S. C., et al. (2021) · Clinical Immunology · doi:10.1016/j.clim.2021.108825 · Cited by 7
The consumers' (mis)perceptions of ecolabels' regulatory schemes for food products: insights from Canada
Guntzburger, Y., Peignier, I., & de Marcellis-Warin, N. (2021) · British Food Journal · doi:10.1108/bfj-05-2021-0546 · Cited by 7
Influential Factors and Geographical Differences in the Redevelopment Willingness of Urban Villagers: A Case Study of Guangzhou, China
Zhang, L., Ye, Y., & Wang, J. (2022) · Land · doi:10.3390/land11020233 · Cited by 7
Performance implications of corporate venture capital investments for entrepreneurial ventures: the differing moderating effects of R&D intensity before and after IPO
Dai, W., Wang, Y., Liao, M., Shao, M., Jiang, Y., & Zhang, M. (2022) · Journal of Entrepreneurship in Emerging Economies · doi:10.1108/jeee-05-2021-0195 · Cited by 7
Examining the Effects of Policy Design on Affordable Unit Production Under Inclusionary Zoning Policies
Wang, R., & Fu, X. (2022) · Journal of the American Planning Association · doi:10.1080/01944363.2022.2027263 · Cited by 7
Social determinants of health associated with COVID-19 severity during pregnancy: a multinational cohort study (in the International Registry of Coronavirus Exposure in Pregnancy)
Mack, J. A., Voss, E. A., Rusu, R., Hernandez, M. C., Hernández–Dı́az, S., Wyszynski, D. F., Sylvester, S. V., & DiSantostefano, R. L. (2022) · BMC Public Health · doi:10.1186/s12889-022-14532-8 · Cited by 7
Barriers to conducting independent quantitative research in low-income countries: A cross-sectional study of public health graduate students in Liberia
Kenneh, H., Fayiah, T., Dahn, B. T., & Skrip, L. (2023) · PLoS ONE · doi:10.1371/journal.pone.0280917 · Cited by 7
Mapping and analyzing human–wildlife conflicts communication network to promote conservation success in protected areas: evidence from Nepal
Birendra, K. C., Chapagain, B. P., & Kelly, M. (2023) · Environment Development and Sustainability · doi:10.1007/s10668-023-03073-8 · Cited by 7
When can local bird detection radars best complement broad‐scale early‐warning forecasts of risk potential for bird–aircraft strikes as part of an integrated approach to strike mitigation?
Colón, M. R., & Long, A. M. (2023) · Ecography · doi:10.1111/ecog.06772 · Cited by 7
Longitudinal association of prepubertal urinary phthalate metabolite concentrations with pubertal progression among a cohort of boys
Burns, J. S., Bather, J. R., Sergeyev, O., Lee, M. M., Korrick, S., Sokolov, S. A., Kovalev, S. V., Koch, H. M., Lebedev, А. T., Mínguez‐Alarcón, L., et al. (2023) · Environmental Research · doi:10.1016/j.envres.2023.116330 · Cited by 7
Killing pain? A prospective population-based study on trauma exposure in childhood as predictor for frequent use of over-the-counter analgesics in young adulthood. The HUNT study
Baumann‐Larsen, M., Zwart, J., Dyb, G. A., Wentzel‐Larsen, T., Stangeland, H., Storheim, K., & Stensland, S. Ø. (2023) · Psychiatry Research · doi:10.1016/j.psychres.2023.115400 · Cited by 7
Urbanization, civil conflict, and the severity of food insecurity in Africa
Dongmo, A. D., & Avom, D. (2024) · Politics & Policy · doi:10.1111/polp.12572 · Cited by 7
Patient Perceptions of Current Disease Control in Poorly Controlled Diabetes
Gopalan, A., Moss, H. A., Tao, Y., Zhu, J., & Volpp, K. G. M. (2014) · Health · doi:10.4236/health.2014.615230 · Cited by 7
Analyzing the Perceived Benefits of LEED-Certified and Energy Star–Certified Buildings in the Realm of Local Economic Development
Leland, S. M., Read, D. C., & Wittry, M. D. (2015) · Economic Development Quarterly · doi:10.1177/0891242415587526 · Cited by 7
Does artificial grass affect the competitive balance in major league soccer?
Trombley, M. J. (2016) · Journal of Sports Analytics · doi:10.3233/jsa-160020 · Cited by 7
ENDIVIDAMENTO AGRÍCOLA: QUÃO COMPROMETIDOS SÃO OS PRODUTORES DO POLO PETROLINA-JUAZEIRO FRENTE SUAS DÍVIDAS?
Barros, E. D. S., Xavier, L. F., Pessoa, D. T., & Sobel, T. F. (2015) · Economia Aplicada · doi:10.1590/1413-8050/ea128281 · Cited by 7
Life Satisfaction and Economic Position Relative to Neighbors: Perceptions Versus Reality
Bhuiyan, M. F. (2017) · Journal of Happiness Studies · doi:10.1007/s10902-017-9904-8 · Cited by 7
Job satisfaction in developing countries
Anh, N., Nguyen, N.-M., Anh, N. T. T., & Nguyen, P. M. T. (2018) · Journal of Economic Studies · doi:10.1108/jes-04-2017-0096 · Cited by 7
Predicting Severity of Accidents in Malaysia By Ordinal Logistic Regression Models
Gazder, U., Ahmed, A., & Shahid, U. (2021) · International Journal of Traffic and Transportation Management · doi:10.5383/jttm.03.01.002 · Cited by 7
Unpacking Presidential Satisfaction: Preliminary Insights from Survey Data on the Bottom Poor in Metro Manila
Canare, T. A., Mendoza, R. U., Yap, J. K., Jaminola, L. M., & Mendoza, G. A. S. (2021) · Philippine Political Science Journal · doi:10.1163/2165025x-bja10017 · Cited by 7
Healthcare utilisation and physical activities for older adults with comorbidities in the UK during COVID‐19
Wang, J., Spencer, A. E., Hulme, C. T., Corbett, A., Khan, Z., Silva, M. V. D., O’Dwyer, S., Wright, N., Testad, I., Ballard, C. G., et al. (2021) · Health & Social Care in the Community · doi:10.1111/hsc.13675 · Cited by 7
Perceived difficulty of getting help to reduce or abstain from substances among sexual and gender minority men who have sex with men (SGMSM) and use methamphetamine during the early period of the COVID-19 pandemic
Card, K. G., McGuire, M., Bond‐Gorr, J., Nguyen, T., Wells, G. A., Fulcher, K., Berlin, G. W., Pal, N. E., Hull, M., & Lachowsky, N. J. (2021) · Substance Abuse Treatment Prevention and Policy · doi:10.1186/s13011-021-00425-3 · Cited by 7
Examining the Impact of Elastomeric Half Mask Respirator Knowledge and User Barriers on Safety Climate Perceptions in Health Care Settings
Haas, E. J., Yoon, K. N., McClain, C., Sietsema, M., Hornbeck, A., Hines, S. E., Chalikonda, S., Angelilli, S., Waltenbaugh, H., Thurman, P., et al. (2023) · Workplace Health & Safety · doi:10.1177/21650799231164783 · Cited by 7
Ordered Logistic Regression on the Mental Health of Undergraduate Students
Nwakuya, M. T., & Mmaduka, O. (2019) · International Journal of Probability and Statistics · Cited by 7
Local habitat measures derived from aerial pictures are not strong predictors of amphibian occurrence or abundance
Cruickshank, S. S., Schmidt, B. R., Ginzler, C., & Bergamini, A. (2020) · Basic and Applied Ecology · doi:10.1016/j.baae.2020.03.010 · Cited by 7
Inequalities in provision of the Disability Living Allowance for Down syndrome
Ellis, J., Logan, S., Pumphrey, R., Tan, H. K., Henley, W., Edwards, V., Moy, R. J., & Gilbert, R. E. (2007) · Archives of Disease in Childhood · doi:10.1136/adc.2006.112839 · Cited by 8
Essays on new product adoption and diffusion
Arts, J. W. C. (2008) · Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam) · Cited by 7
Corticosteroid prophylaxis in patients at increased risk of adverse reactions to intravascular contrast agents.
Lasser, E. C. (1994) · PubMed · Cited by 7
A nation-wide urban trial network of tree and shrub climate resilience
Esperon-Rodriguez, M., Power, S. A., Tjoelker, M. G., Sharmin, M., & Rymer, P. D. (2025) · Urban forestry & urban greening · doi:10.1016/j.ufug.2025.128720 · Cited by 6
Mid- and long-term associations between food insecurity and sarcopenia
Salinas‐Rodríguez, A., la Cruz-Góngora, V. V. D., & Manrique-Espinoza, B. S. (2025) · Aging Clinical and Experimental Research · doi:10.1007/s40520-025-02999-5 · Cited by 6
Bridging the gap between water-saving technologies and adoption in vegetable farming: insights from Florida, USA
Athelly, A., Guzmán, S. M., Yu, Z., & Watson, J. A. (2025) · Frontiers in Agronomy · doi:10.3389/fagro.2025.1622260 · Cited by 6
Adherence to COVID-19 Protective Measures in a Longitudinal Sample of Male Youth
Teferra, A. A., Alalwan, M. A., Keller-Hamilton, B. L., Roberts, M. E., Lü, B., Paskett, E. D., Chrzan, K., Curran, H., & Ferketich, A. K. (2022) · International Journal of Behavioral Medicine · doi:10.1007/s12529-022-10090-w · Cited by 6
COVID-19 PANDEMİSİNİN YÜKSEKÖĞRETİM ÖĞRENCİLERİNİN PERFORMANSI ÜZERİNE ETKİLERİ
Yolsal, H., & Yorulmaz, Ö. (2022) · Kafkas Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi · doi:10.36543/kauiibfd.2022.019 · Cited by 6
Organizational complexity within private child welfare agencies in the United States and impact on agency performance outlook
Jolles, M. P., McBeath, B., Collins‐Camargo, C., & Chuang, E. (2022) · Children and Youth Services Review · doi:10.1016/j.childyouth.2022.106670 · Cited by 6
Field epidemiology capacity of the national veterinary services of Lao PDR: An online survey
Subharat, S., Meunsene, D., Putthana, V., Tiwari, H., & Firestone, S. M. (2023) · Frontiers in Veterinary Science · doi:10.3389/fvets.2023.1096554 · Cited by 6
Modelling urban freight generation using linear regression and proportional odds logit models
Middela, M. S., & Ramadurai, G. (2024) · Transport Policy · doi:10.1016/j.tranpol.2023.12.013 · Cited by 6
Multilevel Ordinal Logit Models: A Proportional Odds Application Using Data from Brazilian Higher Education Institutions
Souza, R. D. F., Lima, F. G., & Corrêa, H. L. (2024) · Axioms · doi:10.3390/axioms13010047 · Cited by 6
Exploring social indicators in smallholder food systems: modeling children’s educational outcomes on crop-livestock family farms in Madagascar
Thom, A. E., Bélières, J., Conradie, B., Salgado, P., Vigne, M., & Fangueiro, D. P. (2024) · Frontiers in Sustainable Food Systems · doi:10.3389/fsufs.2024.1356985 · Cited by 6
Evaluating predictions of the patterning cascade model of crown morphogenesis in the human lower mixed and permanent dentition
Kenessey, D. E., Stojanowski, C. M., & Paul, K. S. (2024) · PLoS ONE · doi:10.1371/journal.pone.0304455 · Cited by 6
Associations Between Perceived Threats and Firearm Behaviors Among U.S. Adults
Sokol, R. L., Oliphant, S. N., Bhatia, S., Thulin, E. J., Esposti, M. D., & Hans, Z. (2024) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2024.06.024 · Cited by 7
Does outsourcing enable the survival of good care homes? A longitudinal analysis of all care homes in England, 2011–2023
Bach‐Mortensen, A., Goodair, B., & Esposti, M. D. (2024) · BMJ Public Health · doi:10.1136/bmjph-2024-001227 · Cited by 6
A prospective longitudinal study assessing the impact of rhinovirus and bacterial infections in acute exacerbations of chronic rhinosinusitis
Narendran, N. H., Volpe, S., Ramadan, I., Herbert, J. R., LaFleur, B., Samargandy, S. A., Le, C. H., & Chang, E. H. (2024) · International Forum of Allergy & Rhinology · doi:10.1002/alr.23431 · Cited by 6
Effects of Growth and Treatment Conditions on the Quality of Norway Spruce (Picea abies L.) Sawn Timber
Krenn, T., Berthold, D., Ritter, N., & Kietz, B. (2024) · Forests · doi:10.3390/f15091588 · Cited by 6
Sustainable fresh strawberry consumption: environmental, genetically modified food, and climate concerns in Europe and North Africa
Zeneli, F., Ventura, V., & Frisio, D. G. (2024) · Frontiers in Sustainable Food Systems · doi:10.3389/fsufs.2024.1442074 · Cited by 6
Psychosocial work exposures as risk factors for skin problems in a general working population: cross-sectional and prospective associations
Borge, R. H., Johannessen, H. A., & Alfonso, J. H. (2025) · International Archives of Occupational and Environmental Health · doi:10.1007/s00420-025-02135-w · Cited by 6
Participatory mapping of degradation and restoration processes in the Sundarbans mangrove ecosystem
Polas, M. A. B., Ahammad, R., Topp, E. N., & Plieninger, T. (2025) · Forest Policy and Economics · doi:10.1016/j.forpol.2025.103460 · Cited by 6
Pre-exposure prophylaxis engagement among sexual minority men in Taiwan: a behavioral health perspective
Mayo, D., & Huang, P.-Y. (2025) · Journal of Behavioral Medicine · doi:10.1007/s10865-025-00572-z · Cited by 6
An ordered logistic regression analysis of the factors associated with smallholder farmers’ decision to fully embrace conservation agriculture in Zimbabwe
Jambo, N., & Mukanyau, R. (2025) · Sustainable Environment · doi:10.1080/27658511.2025.2521948 · Cited by 6
Bayesian Approaches to Assessing the Parallel Lines Assumption in Cumulative Ordered Logit Models
Xu, J., Bauldry, S., & Fullerton, A. S. (2019) · Sociological Methods & Research · doi:10.1177/0049124119882461 · Cited by 6
Weather and distance to fire refugia limit landscape‐level occurrence of fungal disease in an exotic annual grass
Applestein, C. V., Simler‐Williamson, A. B., & Germino, M. J. (2021) · Journal of Ecology · doi:10.1111/1365-2745.13638 · Cited by 6
Sexual debut and risk behaviors among orphaned and vulnerable children in Zambia: which protective deficits shape HIV risk?
Rosen, J. G., Kayeyi, N., Chibuye, M., Phiri, L., Namukonda, E. S., & Mbizvo, M. T. (2021) · Vulnerable Children and Youth Studies · doi:10.1080/17450128.2021.1975858 · Cited by 6
CAPITAL EXPENDITURE DECISIONS: A STUDY OF MALAYSIAN LISTED COMPANIES USING AN ORDERED LOGISTIC REGRESSION ANALYSIS
Hamidi, M., Mansor, N., & Asid, R. (2017) · Journal of the Asian Academy of Applied Business (JAAAB) · doi:10.51200/jaaab.v2i0.962 · Cited by 6
HANEHALKLARININ BİRİNCİ VE İKİNCİ EL OTOMOBİL ALIMINI ETKİLEYEN FAKTÖRLERİN SIRALI LOGİT MODELİ İLE ANALİZİ
Önder, K. (2021) · Pamukkale University Journal of Social Sciences Institute · doi:10.30794/pausbed.869646 · Cited by 6
Jailed Individuals’ Perceptions of Procedural Justice and Suicidal Ideation: An Empirical Examination
Abderhalden, F. P., & Alward, L. M. (2022) · Crime & Delinquency · doi:10.1177/00111287221106942 · Cited by 7
Short-term improvement of heat tolerance in naturally growing Acropora corals in Okinawa
Singh, T., Sakai, K., Ishida‐Castañeda, J., & Iguchi, A. (2023) · PeerJ · doi:10.7717/peerj.14629 · Cited by 6
A structural catalogue of the settlement morphology in refugee and IDP camps
Weigand, M., Worbis, S., Sapena, M., & Taubenböck, H. (2023) · International Journal of Geographical Information Systems · doi:10.1080/13658816.2023.2189724 · Cited by 6
Gender differences in the association between job characteristics, and work satisfaction and retention
Milovanska-Farrington, S. (2023) · American Journal of Business · doi:10.1108/ajb-07-2022-0115 · Cited by 6
Anti-citrullinated protein antibody profiles predict changes in disease activity in patients with rheumatoid arthritis initiating biologics
Aripova, N., Kremer, J. M., Pappas, D. A., Reed, G. W., England, B. R., Robinson, B. H., Curtis, J. R., Thiele, G. M., & Mikuls, T. R. (2023) · Rheumatology · doi:10.1093/rheumatology/kead260 · Cited by 6
Awareness and risk perception of a multi-hazard megacity: The case of adolescent students
Santos‐Reyes, J. (2023) · Safety Science · doi:10.1016/j.ssci.2023.106382 · Cited by 6
THE APPLICATION OF ORDERED LOGIT MODEL IN THE ANALYSIS OF THE PROFITABILITY OF FOOD INDUSTRY
Gołaś, Z., & Kurzawa, I. (2014) · Zagadnienia Ekonomiki Rolnej / Problems of Agricultural Economics · Cited by 6
More Promoters and Less Detractors: Using Generalized Ordinal Logistic Regression to Identify Drivers of Customer Loyalty
Chang, E.-C., & Fan, X. (2013) · International Journal of Marketing Studies · doi:10.5539/ijms.v5n5p12 · Cited by 6
The effects of childbearing regional contexts on ideal family size in Europe: a multilevel analysis.
Mr, T., & Grilli, L. (2005) · Cited by 6
Determinants of education quality in the Canal del Dique y Zona Costera region of Colombia
Ávila, F. J. M., & Gónzález, M. D. C. P. (2018) · JOURNAL OF INTERNATIONAL STUDIES · doi:10.14254/2071-8330.2018/11-4/12 · Cited by 6
Homeowners' Decisions Towards Energy Renovations - Critical Stages and Sources of Information
Ebrahimigharehbaghi, S., Qian, Q. K., Meijer, F. M., & Visscher, H. J. (2019) · E3S Web of Conferences · doi:10.1051/e3sconf/201911103014 · Cited by 6
In-group trust and self-rated health in East Asia using quadri-national survey data
Sung, P., & Son, J. (2020) · International Journal of Comparative Sociology · doi:10.1177/0020715220937752 · Cited by 6
WWII trauma impacts physical and mental health in the oldest old: results from a German population-based study
Hauber, D., & Zank, S. (2021) · Aging & Mental Health · doi:10.1080/13607863.2021.1876637 · Cited by 8
Partial attribute attendance in environmental choice experiments: A comparative case study between Guangzhou (China) and Brussels (Belgium)
Hua, J., Chen, W. Y., Liekens, I., & Cho, F. H. T. (2021) · Journal of Environmental Management · doi:10.1016/j.jenvman.2021.112107 · Cited by 6
Children’s education and level of health care utilization among parents: a pooled cross-sectional study from national population-based survey in India
Ambade, M., Joe, W., & Subramanian, S. V. (2021) · GeroScience · doi:10.1007/s11357-021-00415-0 · Cited by 6
Hazardous Duty: Investigating Resistance to Police at the Point of Arrest Among Incarcerated Military Veterans
Morgan, M. A., Logan, M. W., & Arnio, A. N. (2021) · Armed Forces & Society · doi:10.1177/0095327x211042061 · Cited by 6
Influencing Factors on the Usefulness of an Earthquake Early Warning System during the 2017 Mexico City Earthquakes
Santos‐Reyes, J. (2021) · Sustainability · doi:10.3390/su132011499 · Cited by 6
Satisfaction with the Pedestrian Environment and Its Relationship to Neighborhood Satisfaction in Seoul, South Korea
Lee, S. (2022) · Sustainability · doi:10.3390/su14159343 · Cited by 7
Represión policial y grupos de protesta en Chile: Un estudio longitudinal
Medel, R. M., & Somma, N. M. (2022) · Revista de Sociología · doi:10.5354/0719-529x.2022.68149 · Cited by 6
Drivers of environmental impact: A proposal for nonlinear scenario designing
de Mattos, E. J., & Filippi, E. E. (2014) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2014.08.013 · Cited by 6
Mental Health and Readiness to Change Smoking Behavior in Daily Smoking Primary Care Patients
Schorr, G., Ulbricht, S., Baumeister, S. E., Rüge, J., Grothues, J. M., Rumpf, H., John, U., & Meyer, C. (2009) · International Journal of Behavioral Medicine · doi:10.1007/s12529-008-9012-6 · Cited by 7
A Comparison of Alternative Ordered Response Models for Analysing User Satisfaction with Transport Services in Turkey
Çeli̇k, A. K., & Senger, Ö. (2016) · Transport and Telecommunication Journal · doi:10.1515/ttj-2016-0005 · Cited by 6
Smoothing in Ordinal Regression: An Application to Sensory Data
Ugba, E. R., Mörlein, D., & Gertheiss, J. (2021) · Stats · doi:10.3390/stats4030037 · Cited by 6
Omnibus Hypothesis Testing in Dominance-Based Ordinal Multiple Regression.
Long, J. D. (2005) · Psychological Methods · doi:10.1037/1082-989x.10.3.329 · Cited by 6
Ordinal Regression Analysis: Fitting the Continuation Ratio Model to Educational Data Using Stata
Liu, X. (2010) · OpenCommons at University of Connecticut (University of Connecticut) · Cited by 6
Lower Court Defiance of (Compliance with) the U.S. Supreme CourtPreprint
Epstein, L., Cameron, C. M., Segal, J. A., & Westerland, C. (2006) · SSRN Electronic Journal · doi:10.2139/ssrn.929018 · Cited by 6
Post-Acute COVID Syndrome, the Aftermath of Mild to Severe COVID-19 in Brazilian PatientsPreprint
Barreto, A. P., Duarte, L. C., Silva, T. C., Filho, M. A. B., Camelier, A. A., Tavares, N. M., Barral‐Netto, M., Boaventura, V. S., & Lima, M. C. C. (2021) · medRxiv · doi:10.1101/2021.06.07.21258520 · Cited by 6
Determinants of Women's Attitude towards Intimate Partner Violence: Evidence from BangladeshPreprint
Khan, T. F., & Qian, L. (2021) · arXiv (Cornell University) · doi:10.48550/arxiv.2111.04892 · Cited by 6
Factors Affecting Injury Severity in Tunnel Crashes Observed over a Long Period on Korean Freeway Systems
Chung, Y., Kim, J.-J., & Hong, J. G. (2025) · KSCE Journal of Civil Engineering · doi:10.1016/j.kscej.2024.100001 · Cited by 5
Knowledge is power? Information, partisan cleavages, and support for energy infrastructure
Struthers, C. L., Cha, M.-K., & Brown, M. A. (2025) · Energy Research & Social Science · doi:10.1016/j.erss.2025.103976 · Cited by 5
Global and Educational Disparities in AI Integration: A Study of L2 Teacher Training and Usage Patterns
Davin, K. J., Kissau, S., Haudeck, H., Ade-Thurow, B., Gómez-Pereira, D., Oon, P. T., & Dornburg, A. (2026) · System · doi:10.1016/j.system.2025.103901 · Cited by 4

Authors: Brant, R.
Affiliations: University of Calgary (CA)
Corresponding author: Brant, Rollin
ORCID: Brant, Rollin
Venue: Biometrics
Publisher: JSTOR
Published: 1990-12
Volume: 46
Issue: 4
Pages: 1171
ISSN: 0006-341X (ISSN-L)
DOI: 10.2307/2532457
OpenAlex: W2016013569
Cited by: 1,864
References: 5
Citations by year: 2026: 213 · 2025: 135 · 2024: 135 · 2023: 161 · 2022: 168 · 2021: 145 · 2020: 141 · 2019: 99 · 2018: 76 · 2017: 69 · 2016: 68 · 2015: 57 · 2014: 64 · 2013: 51 · 2012: 45
FWCI: 0.94
Type: journal article
Language: en
Open access: closed
Locations: Biometrics (publishedVersion)
PubMed (publishedVersion)
Topics: Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Applications
Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Epidemiology
Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Bayesian Inference
Keywords: proportional odds model, ordinal logistic regression, proportional odds assumption, goodness-of-fit tests, binary logistic regression, asymptotic distribution, bootstrap simulation, correlated binary responses
MeSH terms: Biometry, Humans, Regression Analysis, Tissue Donors, Models, Statistical, Liver Transplantation

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

Assessing proportionality in the proportional odds model for ordinal logistic regression.

Abstract

Overview

Integrity signals

Verification

Claims the paper makes

Claims other papers make about this one

Citations

Cites

Cited by

Related

Metadata

Record

About these checks