Hybrid studies in medicine and public health
- Authors: Kholmatova K.K.1, Kharkova O.A.1, Gorbatova M.A.1, Grjibovski A.M.1,2
-
Affiliations:
- Northern State Medical University
- North-Eastern Federal University
- Issue: Vol 8, No 3 (2022)
- Pages: 105-117
- Section: RESEARCH METHODOLOGY
- URL: https://seamed.bmoc-spb.ru/jour/article/view/585
- DOI: https://doi.org/10.22328/2413-5747-2022-8-3-105-117
- ID: 585
Cite item
Full Text
Abstract
In this paper we present an overview of the two main types of hybrid (combined) studies — nested case-control studies and case-cohort studies. Main research questions that can be addressed using these study designs are presented. The methodological features of nested case-control and case-cohort studies as well as their strengths and limitations are described in detail. Moreover, we present how to interpret the results of these studies and give examples from the international peer-reviewed literature.
About the authors
K. K. Kholmatova
Northern State Medical University
Author for correspondence.
Email: kkholmatova@mail.ru
ORCID iD: 0000-0002-5240-6470
Kamila K. Kholmatova — Cand. of Sci (Med.), MPH, Associate Professor of the Department of Hospital Therapy and Endocrinology, Researcher of the International Research Competence Center
Troitsky Av., 51, 163069 Arkhangelsk
Russian FederationO. A. Kharkova
Northern State Medical University
Email: harkovaolga@yandex.ru
ORCID iD: 0000-0002-3130-2920
Olga A. Kharkova — PhD, associate professor, Department of Research Methodology, Dean of the Faculty of Clinical Psychology,
Social Work and Adaptive Physical Education
51 Troitskiy Prospekt, Arkhangelsk, 163069
Russian FederationM. A. Gorbatova
Northern State Medical University
Email: marigora@mail.ru
ORCID iD: 0000-0002-6363-9595
Maria A. Gorbatova — Cand. of Sci. (Med.), Associate Professor, Master of Public Health, Associate Professor of the Department
of Pediatric Dentistry
51 Troitskiy Prospekt, Arkhangelsk, 163069
Russian FederationA. M. Grjibovski
Northern State Medical University; North-Eastern Federal University
Email: A.Grjibovski@yandex.ru
ORCID iD: 0000-0002-5464-0498
Andrej M. Grjibovski — Doctor of Medicine, Head of the Directorate for Research and Innovations, Director of the Central Scientific Research Laboratory; Professor at the Department of Public Health, Public Health, General Hygiene and Bioethics
42 Kulakovskogo St., Yakutsk; Sakha (Yakutia) Republic, 677007; 51 Troitskiy Prospekt, Arkhangelsk, 163069
Russian FederationReferences
- Холматова К.К., Харькова О.А., Горбатова М.А., Гржибовский А.М. Поперечные исследования: планирование, размер выборки, анализ данных // Экология человека. 2016. № 2. С. 49–56.
- Холматова К.К., Гржибовский А.М. Применение исследований «случай-контроль» в медицине и общественном здравоохранении // Экология человека. 2016. Т. 23, № 8. C. 53–60.
- Холматова К.К., Харькова О.А., Гржибовский А.М. Особенности применения когортных исследований в медицине и общественном здравоохранении // Экология человека. 2016 № 4. С. 56–64.
- Холматова К.К., Харькова О.А., Гржибовский А.М. Экспериментальные исследования в медицине и здравоохранении: планирование, обработка данных, интерпретация результатов // Экология человека. 2016. Т. 23, № 11. C. 50–58.
- Mantel N. Synthetic retrospective studies and related topics // Biometrics. 1973. Vol. 29, No. 3. P. 479–486.
- Ernster V.L. Nested case-control studies // Prev. Med. 1994. Vol. 23, No. 5. P. 587–590. doi: 10.1006/pmed.1994.1093.
- Beaglehole R., Bonita R. Basic epidemiology. 2nd ed. Geneva: World Health Organization, 2006. 213 p.
- Kim R.S. A new comparison of nested case-control and case-cohort designs and methods // Eur. J. Epidemiol. 2015. Vol. 30, No. 3. Р. 197–207. doi: 10.1007/s10654-014-9974-4.
- Borgan Ø., Keogh R. Nested case-control studies: should one break the matching? // Lifetime Data Anal. 2015. Vol. 21, No. 4. P. 517–541. doi: 10.1007/s10985-015-9319-y.
- Langholz B., Clayton D. Sampling strategies in nested case-control studies // Environ. Health. Perspect. 1994. Vol. 102, Suppl. 8. P. 47–51. doi: 10.1289/ehp.94102s847.
- Rosenbaum P.R., Rubin D.B. The central role of the propensity score in observational studies for causal effects // Biometrika. 1983. Vol. 70, No. 1. P. 41–55.
- Гржибовский А.М., Иванов С.В., Горбатова М.А., Дюсупов А.А. Псевдорандомизация (propensity score matching) как современный статистический метод устранения систематических различий сравниваемых групп при анализе количественных исходов в обсервационных исследованиях // Экология человека. 2016. № 7. С. 51–60.
- Cook S., Malyutina S., Kudryavtsev A.V., Averina M., Bobrova N., Boytsov S., Brage S., Clark T.G., Diez Benavente E., Eggen A.E., Hopstock L.A., Hughes A., Johansen H., Kholmatova K., Kichigina A., Kontsevaya A., Kornev M., Leong D., Magnus P., Mathiesen E., McKee M., Morgan K., Nilssen O., Plakhov I., Quint J.K., Rapala A., Ryabikov A., Saburova L., Schirmer H., Shapkina M., Shiekh S., Shkolnikov V.M., Stylidis M., Voevoda M., Westgate K., Leon D.A. Know Your Heart: Rationale, design and conduct of a cross-sectional study of cardiovascular structure, function and risk factors in 4500 men and women aged 35–69 years from two Russian cities, 2015–18 // Wellcome Open Res. 2018. Vol. 3, No. 3. P. 67. doi: 10.12688/wellcomeopenres.14619.3.
- Драчев С.Н., Попов В.А., Симакова А.А., Горбатова М.А., Кудрявцев А.В., Шагров Л.Л., Попова Д.А., Гржибовский А.М., Концевая А.В., Юшманова Т.Н., Горбатова Л.Н. Оценка стоматологического здоровья участников исследования «Эпидемиология сердечно-сосудистых заболеваний в регионах Российской Федерации. Третье обследование» в Архангельской области: профиль исследования // Экология человека. 2022. Т. 29, № 7. C. 513–526.
- Prentice R. A case-cohort design for epidemiologic cohort studies and disease prevention trials // Biometrika. 1986. Vol. 73, No. 1. e11.
- Vojvodic M., Shafarenko M., McCabe S.J. Case-Cohort Studies: Design and Applicability to Hand Surgery // J. Hand. Surg. Am. 2018. Vol. 43, No. 8. Р. 762–767. doi: 10.1016/j.jhsa.2018.03.013.
- Yan Y., Zhou H., Cai J. Improving efficiency of parameter estimation in case-cohort studies with multivariate failure time data // Biometrics. 2017. Vol. 73. No. 3. P. 1042–1052. doi: 10.1111/biom.12657.
- Von Cube M., Schumacher M., Palomar-Martinez M., Olaechea-Astigarraga P., Alvarez-Lerma F, Wolkewitz M. A casecohort approach for multi-state models in hospital epidemiology // Stat. Med. 2017. Vol. 36. No. 3. P. 481–495. doi: 10.1002/sim.7146.
- Nurminen M. Assessment of excess risks in case-base studies // J. Clin. Epidemiol. 1992. Vol. 45, No. 10. P. 1081–1092. doi: 10.1016/0895–4356(92)90148-g.
- Chui T.T., Lee W.C. A regression-based method for estimating risks and relative risks in case-base studies // PLoS One. 2013. Vol. 8, No. 12. e83275. doi: 10.1371/journal.pone.0083275.
- Saarela O., Hanley J.A. Case-base methods for studying vaccination safety // Biometrics. 2015. Vol. 71, No. 1. P. 42– 52. doi: 10.1111/biom.12222.
- Ye M., Robson P.J., Eurich D.T., Vena J.E., Xu J.Y., Johnson J.A. Systemic use of antibiotics and risk of diabetes in adults: A nested case-control study of Alberta’s Tomorrow Project // Diabetes Obes. Metab. 2018. Vol. 20. P. 849–857.
- Nanri A., Nakamoto K., Sakamoto N., Imai T., Akter S., Nonaka D., Mizoue T. Association of serum 25-hydroxyvitamin D with influenza in case-control study nested in a cohort of Japanese employees // Clin. Nutr. 2017. Vol. 36, No 5. P. 1288–1293.
- Bernstein J.L, Langholz B., Haile R.W., Bernstein L., Thomas D.C., Stovall M., Malone K.E., Lynch C.F., Olsen J.H., Anton-Culver H., Shore R.E., Boice J.D. Jr, Berkowitz G.S., Gatti R.A., Teitelbaum S.L., Smith S.A., Rosenstein B.S., Børresen-Dale A.L., Concannon P., Thompson W.D.; WECARE study. Study design: evaluating gene-environment interactions in the etiology of breast cancer — the WECARE study // Breast Cancer Res. 2004. Vol. 6, No. 3. P. 199–214. doi: 10.1186/bcr771.
- Bernstein J.L., Haile R.W., Stovall M., Boice J.D. Jr, Shore R.E., Langholz B., Thomas D.C., Bernstein L., Lynch C.F., Olsen J.H., Malone K.E., Mellemkjaer L., Borresen-Dale A.L., Rosenstein B.S., Teraoka S.N., Diep A.T., Smith S.A., Capanu M., Reiner A.S., Liang X., Gatti R.A., Concannon P.; WECARE Study Collaborative Group. Radiation exposure, the ATM Gene, and contralateral breast cancer in the women’s environmental cancer and radiation epidemiology study // J. Natl. Cancer Inst. 2010. Vol. 102. No 7. P. 475–483. doi: 10.1093/jnci/djq055.
- Bang U.C., Benfield T., Bendtsen F. Reduced risk of decompensation and death associated with use of statins in patients with alcoholic cirrhosis. A nationwide case-cohort study // Aliment Pharmacol. Ther. 2017. Vol. 46. P. 673–680. doi: 10.1111/apt.14243.
- Wolkewitz M., Palomar-Martinez M., Olaechea-Astigarraga P., Alvarez-Lerma F., Schumacher M. A full competing risk analysis of hospital-acquired infections can easily be performed by a case-cohort approach // J. Clin. Epidemiol. 2016. Vol. 74. P. 187–193. doi: 10.1016/j.jclinepi.2015.11.011.
- Agerbo E., Nordentoft M., Mortensen P.B. Familial, psychiatric, and socioeconomic risk factors for suicide in young people: nested case-control study // B.M.J. 2002. Vol. 325. No 7355. P. 74. doi: 10.1136/bmj.325.7355.74.
- Buetti N., Ruckly S., de Montmollin E., Reignier J., Terzi N., Cohen Y., Siami S., Dupuis C., Timsit J.F. COVID-19 increased the risk of ICU-acquired bloodstream infections: a case-cohort study from the multicentric OUTCOMEREA network // Intensive Care Med. 2021. Vol. 47. No 2. P. 180–187. doi: 10.1007/s00134-021-06346-w.