Sökresultat - "Multilevel analysis"

Examining differential item functioning in self-reported health survey data: via multilevel modeling.

Kaptur DC; Pearson, Bloomington, MN, USA. danielle.chen@pearson.com., Liu Y; Stanford University, Stanford, CA, USA., Kaptur B; HSHS Saint John'S Hospital, Springfield, IL, USA., Peterman N; Carle Illinois College of Medicine, Urbana, IL, USA., Zhang J; University of Illinois Urbana-Champaign, Champaign, IL, USA., Kern JL; University of Illinois Urbana-Champaign, Champaign, IL, USA., Anderson C; University of Illinois Urbana-Champaign, Champaign, IL, USA.

Journal Article; Review , 2025

Local influence diagnostics in elliptical multilevel models.

Manghi RF; Universidade Federal de Pernambuco, Departamento de Estatística, Avenida Jornalista Anibal Fernandes, 497, 50740-540 Recife, PE, Brazil., Nogueira ÉV; Universidade Federal de Pernambuco, Departamento de Estatística, Avenida Jornalista Anibal Fernandes, 497, 50740-540 Recife, PE, Brazil., Cysneiros AHMA; Universidade Federal de Pernambuco, Departamento de Estatística, Avenida Jornalista Anibal Fernandes, 497, 50740-540 Recife, PE, Brazil.

Journal Article , 2025

A Variance Estimator for Marginal Cox Regression Models Fit to Non-Nested Multilevel Data.

Austin PC; ICES, Toronto, Ontario, Canada.; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada.; Sunnybrook Research Institute, Toronto, Ontario, Canada.

Journal Article , 2025

Conditioning on the Pre-Test versus Gain Score Modelling: Revisiting the Controversy in a Multilevel Setting.

Arpino B; Department of Statistical Science and Department of Philosophy, Sociology, Education and Applied Psychology, University of Padua, Padova, Italy., Bacci S; Department of Statistics, Computer Science, Applications 'G. Parenti', University of Florence, Firenze, Italy., Grilli L; Department of Statistics, Computer Science, Applications 'G. Parenti', University of Florence, Firenze, Italy., Guetto R; Department of Statistics, Computer Science, Applications 'G. Parenti', University of Florence, Firenze, Italy., Rampichini C; Department of Statistics, Computer Science, Applications 'G. Parenti', University of Florence, Firenze, Italy.

Journal Article; Comparative Study , 2025

Simulating hierarchical data to assess the utility of ecological versus multilevel analyses in obtaining individual-level causal effects.

Kakampakou L; Department of Mathematics and Statistics, Lancaster University, Fylde College, Lancaster, LA1 4YF, UK., Stokes J; MRC/CSO Social and Public Health Sciences Unit, School of Health and Wellbeing, University of Glasgow, Clarice Pears Building, 90 Byres Road, Glasgow, G12 8TB, UK., Hoehn A; MRC/CSO Social and Public Health Sciences Unit, School of Health and Wellbeing, University of Glasgow, Clarice Pears Building, 90 Byres Road, Glasgow, G12 8TB, UK., de Kamps M; School of Computing, University of Leeds, Leeds, LS2 9JT, UK., Lawniczak W; School of Computing, University of Leeds, Leeds, LS2 9JT, UK., Arnold KF; IQVIA, The Point, 37 North Wharf Road, London, W2 1AF, UK., Hensor EMA; Leeds Institute of Rheumatic and Musculoskeletal Medicine, School of Medicine, University of Leeds, & NIHR Leeds Biomedical Research Centre, Chapel Allerton Hospital, Chapeltown Road, Leeds, LS7 4SA, UK., Heppenstall AJ; School of Social & Political Sciences, University of Glasgow, Adam Smith Building, Bute Gardens, Glasgow, G12 8RT, UK. Alison.Heppenstall@glasgow.ac.uk., Gilthorpe MS; Obesity Institute, Leeds Beckett University, Headingley Campus, Leeds, LS6 3QS, UK. m.s.gilthorpe@leedsbeckett.ac.uk.

Journal Article , 2025

Can the Unit Size Predict Outcomes? Testing for Informativeness in Three-Level Designs.

Anyaso-Samuel S; Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA., Datta S; Department of Biostatistics, University of Florida, Gainesville, Florida, USA., Roos E; Folkhälsan Research Center, Helsinki, Finland., Nevalainen J; Faculty of Social Sciences (Health Sciences), Tampere University, Tampere, Finland.

Journal Article , 2025

Testing for group differences in multilevel vector autoregressive models.

Haslbeck JMB; Department of Clinical Psychological Science, Maastricht University, Maastricht, The Netherlands. jonashaslbeck@protonmail.com.; Department of Psychological Methods, University of Amsterdam, Nieuwe Achtergracht 129-B, Postbus 15906, 1018 WT, Amsterdam, The Netherlands. jonashaslbeck@protonmail.com., Epskamp S; Department of Psychology, National University of Singapore, Singapore, Singapore., Waldorp LJ; Department of Psychological Methods, University of Amsterdam, Nieuwe Achtergracht 129-B, Postbus 15906, 1018 WT, Amsterdam, The Netherlands.

Journal Article , 2025

Parental education and neighbourhood socioeconomic status in the prediction of childhood overweight: A multilevel analysis.

Pförtner TK; Research Methods Division, Faculty of Human Sciences, University of Cologne, Cologne, Germany., Gube M; Health Authority of the City and Area of Aachen, Aachen, Germany., Koch T; Health Authority of the City and Area of Aachen, Aachen, Germany., Michels J; Health Authority of the City and Area of Aachen, Aachen, Germany., Dohle S; Institute of General Practice and Family Medicine, University Hospital Bonn, University of Bonn, Bonn, Germany., Demirer I; Institute of Medical Sociology, Health Services Research, and Rehabilitation Science, Faculty of Human Sciences and Faculty of Medicine, University of Cologne, Germany.

Journal Article , 2025

Are Bayesian regularization methods a must for multilevel dynamic latent variables models?

Andriamiarana VV; Methods Center, Eberhard Karls University of Tübingen, Haußerstr. 11, 72076, Tübingen, Germany. vivato.andriamiarana@uni-tuebingen.de., Kilian P; Methods Center, Eberhard Karls University of Tübingen, Haußerstr. 11, 72076, Tübingen, Germany., Brandt H; Methods Center, Eberhard Karls University of Tübingen, Haußerstr. 11, 72076, Tübingen, Germany., Kelava A; Methods Center, Eberhard Karls University of Tübingen, Haußerstr. 11, 72076, Tübingen, Germany.

Journal Article , 2025

Spatial variation and determinant factors of alcohol consumption in Ethiopia: Spatial and multilevel analysis of Ethiopian demographic and health survey.

Daba C; Department of Environmental Health, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia., Debela SA; Department of Public Health, College of Health Science, Salale University, Fitche, Ethiopia., Gasheya KA; Department of Occupational Health and Safety, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia., Endawkie A; Department of Epidemiology and Biostatistics, School of Public Health, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia., Gebrehiwot M; Department of Environmental Health, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia.

Journal Article , 2025

Effect of engagement in personal growth initiative skills on depression, anxiety, and stress: Multilevel mediation analysis with intensive longitudinal data.

Shigemoto Y; Department of Psychology, University of Florida, Gainesville, Florida, USA., White A; Department of Psychology, Prairie View A&M University, Prairie View, Texas, USA., Baloch R; Department of Psychology, Prairie View A&M University, Prairie View, Texas, USA.

Journal Article , 2025

What Environments Support Reading Growth Among Current Compared With Former Reading Intervention Recipients? A Multilevel Analysis of Students and Their Schools.

Hall GJ; Florida State University, Tallahassee, USA., Nelson PM; ServeMinnesota, Minneapolis, USA., Parker DC; ServeMinnesota, Minneapolis, USA.

Journal Article , 2025

The Role of Gender Norms on Intimate Partner Violence Among Newly Married Adolescent Girls and Young Women in India: A Longitudinal Multilevel Analysis.

Gopalakrishnan L; Department of Health Policy and Management, University of California, Berkeley, Berkeley, CA, USA., Bertozzi S; Department of Health Policy and Management, University of California, Berkeley, Berkeley, CA, USA., Bradshaw P; Department of Epidemiology, University of California, Berkeley, Berkeley, CA, USA., Deardorff J; Department of Community Health Sciences, University of California, Berkeley, Berkeley, CA, USA., Shakya Baker H; Infectious Diseases & Global Public Health, School of Medicine, University of California, San Diego, La Jolla, CA, USA., Rabe-Hesketh S; School of Education, School of Education, University of California, Berkeley, Berkeley, CA, USA.

Journal Article , 2025

Geographical variation in high-impact chronic pain and psychological associations at the regional level: a multilevel analysis of a large-scale internet-based cross-sectional survey.

Wakaizumi K; Department of Anesthesiology, Keio University School of Medicine, Tokyo, Japan.; Interdisciplinary Pain Center, Keio University Hospital, Tokyo, Japan., Tanaka C; Department of Anesthesiology, Keio University School of Medicine, Tokyo, Japan.; Interdisciplinary Pain Center, Keio University Hospital, Tokyo, Japan., Shinohara Y; Department of Anesthesiology, Keio University School of Medicine, Tokyo, Japan.; Interdisciplinary Pain Center, Keio University Hospital, Tokyo, Japan., Wu Y; Department of Anesthesiology, Keio University School of Medicine, Tokyo, Japan.; Interdisciplinary Pain Center, Keio University Hospital, Tokyo, Japan., Takaoka S; Department of Anesthesiology, Keio University School of Medicine, Tokyo, Japan.; Interdisciplinary Pain Center, Keio University Hospital, Tokyo, Japan., Kawate M; Department of Anesthesiology, Keio University School of Medicine, Tokyo, Japan.; Interdisciplinary Pain Center, Keio University Hospital, Tokyo, Japan., Oka H; Division of Musculoskeletal AI System Development, Faculty of Medicine, The University of Tokyo, Tokyo, Japan., Matsudaira K; Department of Pain Medicine, Fukushima Medical University School of Medicine, Fukushima, Japan.

Journal Article , 2024

Individual- and community-level predictors of healthcare-seeking behaviour for acute respiratory tract infections among children under five in 29 low- and middle-income countries: a multilevel analysis.

Ketema DB; School of Public Health, College of Medicine and Health Science, Debre Markos University, Ethiopia; The George Institute for Global Health, University of New South Wales (UNSW), Sydney, NSW 2052, Australia., Dadi AF; Menzies School of Health Research, Charles Darwin University, NT, Australia; Addis Continental Institute of Public Health, Addis Ababa, Ethiopia., Hassen TA; Center for Women's Health Research, College of Health, Medicine and Wellbeing, The University of Newcastle, NSW, Australia., Kibret GD; School of Public Health, College of Medicine and Health Science, Debre Markos University, Ethiopia; Australian Institute of Health Innovation, Faculty of Medicine, Health and Human Sciences, Macquarie University, Australia., Kassa ZY; School of Nursing and Midwifery, Faculty of Health, University of Technology Sydney, Ultimo, NSW, Australia; Department of Midwifery, College of Medicine and Health Science, Hawassa University, Hawassa, Ethiopia., Amsalu E; Sydney Medical School, Faculty of Medicine and Health, University of Sydney, Australia; St. Paul Hospital Millennium Medical College, Addis Ababa, Ethiopia., Alemu AA; School of Women's and Children's Health, University of New South Wales, Sydney, Australia; College of Medicine and Health Science, Debre Markos University, Ethiopia., Shifa JE; School of Public Health, Faculty of Health, University of Technology Sydney, Ultimo, NSW, Australia., Alebel A; Australasian Health Outcomes Consortium, Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW, Australia; School of Public Health, Faculty of Health, University of Technology Sydney, Ultimo, NSW, Australia., Leshargie CT; School of Public Health, College of Medicine and Health Science, Debre Markos University, Ethiopia; School of Public Health, Faculty of Health, University of Technology Sydney, Ultimo, NSW, Australia., Bore MG; School of Nursing and Midwifery, Faculty of Health, University of Technology Sydney, Ultimo, NSW, Australia; School of Nursing, College of Medicine and Health Science, Hawassa University, Hawassa, Ethiopia., Bizuayehu HM; The First Nations Cancer and Wellbeing Research (FNCWR) Program, School of Public Health, The University of Queensland, Australia., Ahmed KY; Rural Health Research Institute, Charles Sturt University, Orange, NSW 2800, Australia. Electronic address: kahmed@csu.edu.au.

Journal Article , 2024

Spatial distribution and determinants of unskilled birth attendance in Ethiopia: spatial and multilevel analysis.

Sisay Belay G; School of Public Health, College of Medicine and Health Science, Dilla University, Dilla, Ethiopia. gizsisay@gmail.com., Mulat Tebeje T; School of Public Health, College of Medicine and Health Science, Dilla University, Dilla, Ethiopia.

Journal Article , 2024

Minimum meal frequency and associated factors among children aged 6-23 months in Sub-Saharan Africa: a multilevel analysis of the demographic and health survey data.

Tebeje TM; School of Public Health, College of Health Science and Medicine, Dilla University, Dilla, Ethiopia., Abebe M; Department of Midwifery, College of Health Science and Medicine, Dilla University, Dilla, Ethiopia., Tesfaye SH; School of Public Health, College of Health Science and Medicine, Dilla University, Dilla, Ethiopia., Seboka BT; School of Public Health, College of Health Science and Medicine, Dilla University, Dilla, Ethiopia., Argaw GS; Department of Public Health, College of Medicine and Health Sciences, Jigjiga University, Jijiga, Ethiopia., Seifu BL; Department of Public Health, College of Medicine and Health Science, Samara University, Semera, Ethiopia., Mare KU; Department of Nursing, College of Medicine and Health Sciences, Samara University, Semera, Ethiopia., Aragaw FM; Department of Epidemiology and Biostatistics, College of Medicine and Health Sciences, Institute of Public Health, University of Gondar, Gondar, Ethiopia.

Journal Article , 2024

A multilevel analysis of social determinants of skilled birth attendant utilisation among married and cohabiting women of Madagascar.

Armah-Ansah EK; Population Dynamics Sexual and Reproductive Health Unit, African Population and Health Research Center, Nairobi, Kenya.; Department of Population and Health, University of Cape Coast, Cape Coast, Ghana.; Department of Population and Development, National Research University, Higher School of Economics, Moscow, Russia., Bawa B; One Trust Limited, East Legon, Accra, Ghana., Dindas J; Department of Public Health and Healthcare, I.M. Scehenov First Moscow State Medical University, Moscow, Russia., Budu E; Korle Bu Teaching Hospital, P.O. Box, 77, Accra, Ghana., Ahinkorah BO; School of Clinical Medicine, University of New South Wales, Sydney, Australia.; REMS Consult Limited, Sekondi-Takoradi, Western Region, Ghana., Ameyaw EK; Institute of Policy Studies and School of Graduate Studies, Lingnan University, Tuen Mun, Hong Kong.; L & E Research Consult Limited, Wa, Upper West Region, Ghana.

Journal Article , 2024

Health-Related Quality of Life and Experiences of Minor Children With Parental Cancer-A Family-Based Multilevel Analysis of Determinants.

Heuser C; Chair of Health Services Research, Institute of Medical Sociology, Health Services Research, and Rehabilitation Science, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.; Department for Psychosomatic Medicine and Psychotherapy, Center for Health Communication and Health Services Research (CHSR), University Hospital Bonn, Bonn, Germany.; Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Cologne, Germany., Ernstmann N; Chair of Health Services Research, Institute of Medical Sociology, Health Services Research, and Rehabilitation Science, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.; Department for Psychosomatic Medicine and Psychotherapy, Center for Health Communication and Health Services Research (CHSR), University Hospital Bonn, Bonn, Germany.; Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Cologne, Germany., Heier L; Chair of Health Services Research, Institute of Medical Sociology, Health Services Research, and Rehabilitation Science, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.; Department for Psychosomatic Medicine and Psychotherapy, Center for Health Communication and Health Services Research (CHSR), University Hospital Bonn, Bonn, Germany.; Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Cologne, Germany.; Department of Clinical Pharmacy and Toxicology, Maastricht University Medical Center, Maastricht, The Netherlands.; CARIM School for Cardiovascular Disease, Maastricht University, Maastricht, The Netherlands., Nakata H; Department for Psychosomatic Medicine and Psychotherapy, Center for Health Communication and Health Services Research (CHSR), University Hospital Bonn, Bonn, Germany.; Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Cologne, Germany., Geiser F; Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Cologne, Germany.; Department for Psychosomatic Medicine and Psychotherapy, University Hospital Bonn, University of Bonn, Bonn, Germany., Karger A; Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Cologne, Germany.; Clinical Institute of Psychosomatic Medicine and Psychotherapy, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany., Icks A; Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Cologne, Germany.; Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.; Institute for Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany., Brüne M; Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany., Haastert B; Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.; mediStatistica, Wuppertal, Germany., Horbach-Bremen R; Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Cologne, Germany.; Department of Hematology, Oncology, Hemostaseology and Stem Cell Transplantation, Faculty of Medicine, RWTH Aachen University, Aachen, Germany., Brümmendorf T; Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Cologne, Germany.; Department of Hematology, Oncology, Hemostaseology and Stem Cell Transplantation, Faculty of Medicine, RWTH Aachen University, Aachen, Germany., Petermann-Meyer A; Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Cologne, Germany.; Department of Hematology, Oncology, Hemostaseology and Stem Cell Transplantation, Faculty of Medicine, RWTH Aachen University, Aachen, Germany.

Clinical Trial; Journal Article; Multicenter Study , 2024

Quantifying the magnitude of the general contextual effect in a multilevel study of SARS-CoV-2 infection in Ontario, Canada: application of the median rate ratio in population health research.

Watson T; Dalla Lana School of Public Health, Health Sciences Building 6th floor, 155 College Street, Toronto, ON, M5T 3M7, Canada. tristan.watson@mail.utoronto.ca.; ICES, G1 06 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada. tristan.watson@mail.utoronto.ca., Kwong JC; Dalla Lana School of Public Health, Health Sciences Building 6th floor, 155 College Street, Toronto, ON, M5T 3M7, Canada.; ICES, G1 06 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada.; Public Health Ontario, 661 University Ave Suite 1701, Toronto, ON, M5G 1M1, Canada.; Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, 6 Queen's Park Crescent West 3rd Floor, Toronto, ON, M5S 3H2, Canada.; University Health Network, 200 Elizabeth St, Toronto, ON, M5G 2C4, Canada.; Centre for Vaccine Preventable Diseases, University of Toronto, Toronto, Canada., Kornas K; Dalla Lana School of Public Health, Health Sciences Building 6th floor, 155 College Street, Toronto, ON, M5T 3M7, Canada., Mishra S; Dalla Lana School of Public Health, Health Sciences Building 6th floor, 155 College Street, Toronto, ON, M5T 3M7, Canada.; ICES, G1 06 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada.; Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 209 Victoria St, Toronto, ON, M5B 1T8, Canada.; Division of Infectious Diseases, Department of Medicine, University of Toronto, 6 Queen's Park Crescent West 3rd Floor, Toronto, ON, M5S 3H2, Canada., Rosella LC; Dalla Lana School of Public Health, Health Sciences Building 6th floor, 155 College Street, Toronto, ON, M5T 3M7, Canada.; ICES, G1 06 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada.; Institute for Better Health, Trillium Health Partners, 100 Queensway West, Mississauga, ON, L5B 1B8, Canada.; Department of Laboratory Medicine and Pathology, Temerty Faculty of Medicine, University of Toronto, 1 King's College Cir, Toronto, ON, M5S 1A8, Canada.

Journal Article; Observational Study , 2024