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Case-control vaccine effectiveness studies: Preparation, design, and enrollment of cases and controls
Open accessAbstract
Case-control studies are commonly used to evaluate effectiveness of licensed vaccines after deployment in public health programs. Such studies can provide policy-relevant data on vaccine performance under 'real world' conditions, contributing to the evidence base to support and sustain introduction of new vaccines. However, case-control studies do not measure the impact of vaccine introduction on disease at a population level, and are subject to bias and confounding, which may lead to inaccurate results that can misinform policy decisions. In 2012, a group of experts met to review recent experience with case-control studies evaluating the effectiveness of several vaccines; here we summarize the recommendations of that group regarding best practices for planning, design and enrollment of cases and controls. Rigorous planning and preparation should focus on understanding the study context including healthcare-seeking and vaccination practices. Case-control vaccine effectiveness studies are best carried out soon after vaccine introduction because high coverage creates strong potential for confounding. Endpoints specific to the vaccine target are preferable to non-specific clinical syndromes since the proportion of non-specific outcomes preventable through vaccination may vary over time and place, leading to potentially confusing results. Controls should be representative of the source population from which cases arise, and are generally recruited from the community or health facilities where cases are enrolled. Matching of controls to cases for potential confounding factors is commonly used, although should be reserved for a limited number of key variables believed to be linked to both vaccination and disease. Case-control vaccine effectiveness studies can provide information useful to guide policy decisions and vaccine development, however rigorous preparation and design is essential.
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“Vaccine effectiveness was estimated using the test-negative, case–control study design11,12, applying methodology that was developed earlier to assess duration of protection of the BNT162b213 and mRNA-127314 vaccines in the same population during pre-Omicron SARS-CoV-2 infection waves (Methods).”
From Duration of mRNA vaccine protection against SARS-CoV-2 Omicron BA.1 and BA.2 subvariants in Qatar (2022) · cites this paper as [12]
In the citing paper
“Vaccine effectiveness against symptomatic SARS-CoV-2 Omicron (B.1.1.529)1 infection during the large Omicron wave in Qatar, between December 23, 2021 and February 28, 2022, was estimated using the test-negative, case–control study design, a standard design for assessing vaccine effectiveness11,12,36,40.”
From Duration of mRNA vaccine protection against SARS-CoV-2 Omicron BA.1 and BA.2 subvariants in Qatar (2022) · cites this paper as [12]
In the citing paper
“However, the cohort study design applied earlier to the same population of Qatar yielded findings similar to those of the test-negative case–control design36,38,39, supporting the validity of this standard approach in assessing vaccine effectiveness11,12,36,40.”
From Duration of mRNA vaccine protection against SARS-CoV-2 Omicron BA.1 and BA.2 subvariants in Qatar (2022) · cites this paper as [12]
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Citations
Cites
Modern Epidemiology 3rd edition
Rothman, K. J., Lash, T. L., & Greenland, S. (1986) · Cited by 1,736
Serotype replacement in disease after pneumococcal vaccination
Weinberger, D. M., Malley, R., & Lipsitch, M. (2011) · The Lancet · doi:10.1016/s0140-6736(10)62225-8 · Cited by 1,027 · cited 1×
“For pneumococcal conjugate vaccines, this assumption may not be valid, since their widespread use has been associated with increases in non-vaccine type pneumococcal carriage and disease incidence [80].”
BackgroundSelection of Controls in Case-Control Studies
Wacholder, S., McLaughlin, J. K., Silverman, D. T., & Mandel, J. S. (1992) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a116396 · Cited by 998
Herd Immunity: History, Theory, Practice
Fine, P. (1993) · Epidemiologic Reviews · doi:10.1093/oxfordjournals.epirev.a036121 · Cited by 906 · cited 1×
“vaccination of part of the population leading to reduced transmission of the infection in the community, and thus lowered risk of disease in both vaccinated and unvaccinated persons) [8].”
BackgroundSelection of Controls in Case-Control Studies: II. Types of Controls
Wacholder, S., Silverman, D. T., McLaughlin, J. K., & Mandel, J. S. (1992) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a116397 · Cited by 624 · cited 5×
“confounding), since unnecessary matching can lead to reduced efficiency in the analysis and substantially increases the complexity of study implementation [65,82,84].”
BackgroundInfluentialWhitney, C. G., Pilishvili, T., Farley, M. M., Schaffner, W., Craig, A. S., Lynfield, R., Nyquist, A., Gershman, K. A., Vázquez, M., Bennett, N. M., et al. (2006) · The Lancet · doi:10.1016/s0140-6736(06)69637-2 · Cited by 623
Self-citationVaccines for preventing influenza in healthy children
Jefferson, T., Rivetti, A., Pietrantonj, C. D., Demicheli, V., & Ferroni, E. (2012) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004879.pub4 · Cited by 551
Field evaluation of vaccine efficacy.
Orenstein, W. A., Bernier, R. H., Tj, D., Hinman, A. R., Js, M., Bart, K. J., & Sirotkin, B. (1985) · Europe PMC (PubMed Central) · Cited by 549
The test-negative design for estimating influenza vaccine effectiveness
Jackson, M. L., & Nelson, J. C. (2013) · Vaccine · doi:10.1016/j.vaccine.2013.02.053 · Cited by 510
Compared to what? Finding controls for case-control studies.
Grimes, D., & Schulz, K. (2005) · The Lancet · doi:10.1016/s0140-6736(05)66379-9 · Cited by 431 · cited 8×
“Children hospitalized with vaccine-preventable diseases should be excluded as controls, as they are probably less likely to be vaccinated in general, including with the vaccine under study [51,62].”
BackgroundInfluential
Research works printed but not linked: 4
- Domingues, 2014, Effectiveness of ten-valent pneumococcal conjugate vaccine against invasive pneumococcal disease in Brazil: a matched case-control study, Lancet Respirat Med, 2, 464, 10.1016/S2213-2600(14)70060-8 · DOI
- Baqui, 2007, Effectiveness of Haemophilus influenzae type B conjugate vaccine on prevention of pneumonia and meningitis in Bangladeshi children: a case-control study, Pediatr Infect Dis J, 26, 565, 10.1097/INF.0b013e31806166a0 · DOI
- de la Hoz, 2004, Effectiveness of Haemophilus influenzae type b vaccination against bacterial pneumonia in Colombia, Vaccine, 23, 36, 10.1016/j.vaccine.2004.05.017 · DOI
- Rothman KJ, Greenland S, Lash TL. Modern epidemiology, 3rd edition. Philadelphia, PA: Wolters Kluwer Health/Lippincott Williams & Wilkins; 2008. p. 168–82.
Cited by
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Chemaitelly, H., Tang, P., Hasan, M. R., AlMukdad, S., Yassine, H. M., Benslimane, F. M., Al Khatib, H. A., Coyle, P., Ayoub, H. H., Al Kanaani, Z., et al. (2021) · New England Journal of Medicine · doi:10.1056/nejmoa2114114 · Cited by 831
Looking beyond COVID-19 vaccine phase 3 trials
Kim, J. H., Marks, F., & Clemens, J. D. (2021) · Nature Medicine · doi:10.1038/s41591-021-01230-y · Cited by 601
Effects of Previous Infection and Vaccination on Symptomatic Omicron Infections
Altarawneh, H. N., Chemaitelly, H., Ayoub, H. H., Tang, P., Hasan, M. R., Yassine, H. M., Al-Khatib, H. A., Smatti, M. K., Coyle, P., Al-Kanaani, Z., et al. (2022) · New England Journal of Medicine · doi:10.1056/nejmoa2203965 · Cited by 551
“2 Omicron infection Effectiveness against any symptomatic Omicron infection Cases* (PCR-positive) Controls* (PCR-negative) SMD† Cases* (PCR-positive) Controls* (PCR-negative) SMD† Cases* (PCR-positive) Controls* (PCR-negative) SMD† N= 3,212 N= 3,212 N=10,646 N=10,646 N=13,139 N=13,139 Median age (IQR) — years 30 (15-3…”
BNT162b2 and mRNA-1273 COVID-19 vaccine effectiveness against the SARS-CoV-2 Delta variant in Qatar
Tang, P., Hasan, M. R., Chemaitelly, H., Yassine, H. M., Benslimane, F. M., Al Khatib, H. A., AlMukdad, S., Coyle, P., Ayoub, H. H., Al Kanaani, Z., et al. (2021) · Nature Medicine · doi:10.1038/s41591-021-01583-4 · Cited by 450
Protection against the Omicron Variant from Previous SARS-CoV-2 Infection
Altarawneh, H. N., Chemaitelly, H., Hasan, M. R., Ayoub, H. H., Qassim, S., AlMukdad, S., Coyle, P., Yassine, H. M., Al-Khatib, H. A., Benslimane, F. M., et al. (2022) · New England Journal of Medicine · doi:10.1056/nejmc2200133 · Cited by 445
Chemaitelly, H., Yassine, H. M., Benslimane, F. M., Al Khatib, H. A., Tang, P., Hasan, M. R., Malek, J. A., Coyle, P., Ayoub, H. H., Al Kanaani, Z., et al. (2021) · Nature Medicine · doi:10.1038/s41591-021-01446-y · Cited by 386
Duration of mRNA vaccine protection against SARS-CoV-2 Omicron BA.1 and BA.2 subvariants in Qatar
Chemaitelly, H., Ayoub, H. H., AlMukdad, S., Coyle, P., Tang, P., Yassine, H. M., Al-Khatib, H. A., Smatti, M. K., Hasan, M. R., Al-Kanaani, Z., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-30895-3 · Cited by 228
“However, the cohort study design applied earlier to the same population of Qatar yielded fi ndings similar to those of the test-negative case – control design 36,38,39 , supporting the validity of this standard approach in assessing vaccine effectiveness 11,12,36,40 .”
InfluentialHitchings, M. D. T., Ranzani, O., Torres, M. S. S., de Oliveira, S. B., Almirón, M., Said, R., Borg, R., Schulz, W. L., de Oliveira, R. D., da Silva, P. V., et al. (2021) · The Lancet Regional Health - Americas · doi:10.1016/j.lana.2021.100025 · Cited by 201
The Use of Test-negative Controls to Monitor Vaccine Effectiveness
Chua, H., Feng, S., Lewnard, J. A., Sullivan, S. G., Blyth, C. C., Lipsitch, M., & Cowling, B. J. (2019) · Epidemiology · doi:10.1097/ede.0000000000001116 · Cited by 165
Protective Effect of Previous SARS-CoV-2 Infection against Omicron BA.4 and BA.5 Subvariants
Altarawneh, H. N., Chemaitelly, H. S., Ayoub, H. H., Hasan, M. R., Coyle, P. V., Yassine, H. M., Al-Khatib, H. A., Smatti, M. K., Kanaani, Z. A., Al‐Kuwari, E., et al. (2022) · New England Journal of Medicine · doi:10.1056/nejmc2209306 · Cited by 144
Piernas, C., Patone, M., Astbury, N. M., Gao, M., Sheikh, A., Khunti, K., Shankar‐Hari, M., Dixon, S., Coupland, C. A. C., Aveyard, P. N., et al. (2022) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(22)00158-9 · Cited by 104
“25,26 However, data on negative test results were not available in the QResearch database we used.”
Cairns, M. E., Ceesay, S. J., Sagara, I., Zongo, I., Kessely, H., Gamougam, K., Diallo, A., Ogboi, J. S., Moroso, D., Hulle, S. V., et al. (2021) · PLoS Medicine · doi:10.1371/journal.pmed.1003727 · Cited by 92
“Case–control studies have been widely used to evaluate preventive interventions such as vaccines [10], and other preventive interventions for malaria [12].”
BackgroundChallenges in estimating influenza vaccine effectiveness
Ainslie, K. E. C., Haber, M., & Orenstein, W. (2019) · Expert Review of Vaccines · doi:10.1080/14760584.2019.1622419 · Cited by 70
“To minimize bias and confounding, it is recommended that case-control studies be carefully designed and implemented, including using specific endpoints, starting the study soon after vaccine introduction, selecting the control population carefully, and matching cases and controls only on key covariates thought to be a…”
MethodDifferential protection against SARS-CoV-2 reinfection pre- and post-Omicron
Chemaitelly, H. S., Ayoub, H. H., Coyle, P. V., Tang, P., Hasan, M. R., Yassine, H. M., Thani, A. A. A., Kanaani, Z. A., Al‐Kuwari, E., Jeremijenko, A. M., et al. (2025) · Nature · doi:10.1038/s41586-024-08511-9 · Cited by 61
“The effectiveness of natural infection against reinfection was estimated using the test-negative, case-control study design, which compares the odds of previous infection among SARS-CoV-2-positive tests (cases) to that among SARS-CoV-2-negative tests (controls) 11,12,15,16,63,64 .”
Altarawneh, H. N., Chemaitelly, H. S., Ayoub, H. H., Tang, P., Hasan, M. R., Yassine, H. M., Al-Khatib, H. A., Thani, A. A. A., Coyle, P. V., Kanaani, Z. A., et al. (2023) · EBioMedicine · doi:10.1016/j.ebiom.2023.104734 · Cited by 58
Khagayi, S., Omore, R., Otieno, G. P., Ogwel, B., Ochieng, J. B., Juma, J., Apondi, E., Bigogo, G., Onyango, C. O., Ngama, M., et al. (2019) · Clinical Infectious Diseases · doi:10.1093/cid/ciz664 · Cited by 44
“The statistical power of vaccine effectiveness studies can be affected by small numbers and high vaccine coverage [33].”
BackgroundSelf-citationRotavirus Epidemiology and Monovalent Rotavirus Vaccine Effectiveness in Australia: 2010–2017
Maguire, J., Glasgow, K. M., Glass, K., Roczo‐Farkas, S., Bines, J. E., Sheppeard, V. K., Macartney, K. K., & Quinn, H. (2019) · PEDIATRICS · doi:10.1542/peds.2019-1024 · Cited by 43
Tayar, E., Abdeen, S., Alah, M. A., Chemaitelly, H. S., Bougmiza, I. M., Ayoub, H. H., Kaleeckal, A. H., Latif, A. N., Shaik, R. M., Al‐Romaihi, H. E., et al. (2022) · Journal of Infection and Public Health · doi:10.1016/j.jiph.2022.12.016 · Cited by 44
“The resulting estimates for the adjusted odds ratio and 95% confidence interval (CI) were then used to estimate influenza vaccination effectiveness and corresponding 95% CI using the equation [25,26]:”
Ayoub, H. H., Tomy, M., Chemaitelly, H. S., Altarawneh, H. N., Coyle, P. V., Tang, P., Hasan, M. R., Kanaani, Z. A., Al‐Kuwari, E., Butt, A. A., et al. (2023) · American Journal of Epidemiology · doi:10.1093/aje/kwad239 · Cited by 40
“…already a volume of literature investigating other forms of bias for the test-negative design in the context of vaccine effectiveness estimation, 15,16,27-32 some of which may also apply in the context of PE S estimation, such as for issues relating to testing and applicability of this design for…”
BackgroundJones, M. L. J., Gargano, J. W., Powell, M., Park, I. U., Niccolai, L. M., Bennett, N. M., Griffin, M. R., Querec, T. D., Unger, E. R., Markowitz, L. E., et al. (2019) · American Journal of Epidemiology · doi:10.1093/aje/kwz253 · Cited by 41
Andrejko, K. L., Gierke, R., Rowlands, J. V., Rosen, J. B., Thomas, A. R., Landis, Z., Rosales, M., Petit, S., Schaffner, W., Holtzman, C., et al. (2024) · Vaccine · doi:10.1016/j.vaccine.2024.04.061 · Cited by 38
“The indirect cohort method mitigates potential selection biases that may arise due to differences in the characteristics between cases and controls as both are identified using the same case definition [15,35].”
MethodSelf-citationChemaitelly, H., Ayoub, H. H., AlMukdad, S., Tang, P., Hasan, M. R., Yassine, H. M., Khatib, H. A. A., Smatti, M. K., Coyle, P., Kanaani, Z. A., et al. (2022) · doi:10.1101/2022.02.07.22270568 · Cited by 30
Tick-borne encephalitis vaccine effectiveness and barriers to vaccination in Germany
Nygren, T. M., Pilic, A., Böhmer, M. M., Wagner-Wiening, C., Wichmann, O., Harder, T., & Hellenbrand, W. (2022) · Scientific Reports · doi:10.1038/s41598-022-15447-5 · Cited by 37
Choices in vaccine trial design in epidemics of emerging infections
Kahn, R. J., Rid, A., Smith, P. G., Eyal, N., & Lipsitch, M. (2018) · PLoS Medicine · doi:10.1371/journal.pmed.1002632 · Cited by 36
Self-citationPertussis in the Association of Southeast Asian Nations: epidemiology and challenges
Thisyakorn, U., Tantawichien, T., Thisyakorn, C., & Buchy, P. (2019) · International Journal of Infectious Diseases · doi:10.1016/j.ijid.2019.07.016 · Cited by 36
Qassim, S. H., Chemaitelly, H. S., Ayoub, H. H., Coyle, P. V., Tang, P., Yassine, H. M., Thani, A. A. A., Al-Khatib, H. A., Hasan, M. R., Kanaani, Z. A., et al. (2023) · EClinicalMedicine · doi:10.1016/j.eclinm.2023.102102 · Cited by 32
Vitamin D deficiency in pregnancy and the risk of preterm birth: a nested case–control study
Tahsin, T., Khanam, R., Chowdhury, N. H., Hasan, A. S. M. T., Hosen, M. B., Rahman, S., Roy, A. K., Ahmed, S., Raqib, R., & Baqui, A. H. (2023) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-023-05636-z · Cited by 33
Self-citationBelayachi, J., Obtel, M., Mhayi, A., Razıne, R., & Abouqal, R. (2022) · PLoS ONE · doi:10.1371/journal.pone.0278546 · Cited by 33
“The testnegative design has been used extensively to estimate VE among medically attended influenza virus illness and is believed to minimize biases associated with access to vaccines and healthcare-seeking behaviors, and recommended by the WHO interim guidance [22,23].”
MethodTheilacker, C., Fletcher, M. A., Jódar, L., & Gessner, B. D. (2022) · Microorganisms · doi:10.3390/microorganisms10010127 · Cited by 32
“impact evaluations of PCV13 adult vaccination on IPD or CAP are more challenging to interpret, as vaccine impact measured by surveillance systems is a combination of disease reduction in directly vaccinated individuals and disease reduction among unvaccinated persons due to less carriage among and transmission from va…”
BackgroundWatson‐Jones, D., Kavunga‐Membo, H., Grais, R. F., Ahuka, S. M., Roberts, N., Edmunds, W. J., Choi, E. M.-L., Roberts, C. H., Edwards, T., Camacho, A., et al. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-055596 · Cited by 29
Ayoub, H. H., Tomy, M., Chemaitelly, H., Altarawneh, H. N., Coyle, P., Tang, P., Hasan, M. R., Kanaani, Z. A., Kuwari, E. A., Butt, A. A., et al. (2022) · doi:10.1101/2022.01.02.22268622 · Cited by 41
Batool, R., Yousafzai, M. T., Qureshi, S., Ali, M., Sadaf, T., Mehmood, J., Ashorn, P., & Qamar, F. N. (2021) · Vaccine · doi:10.1016/j.vaccine.2021.08.051 · Cited by 28
Real world effectiveness of covid-19 vaccines
Hungerford, D., & Cunliffe, N. A. (2021) · BMJ · doi:10.1136/bmj.n2034 · Cited by 25
singh, A. P., Vadakedath, S., & Kandi, V. (2023) · Cureus · doi:10.7759/cureus.33374 · Cited by 25
“Such studies are frequently used to assess the efficacy of vaccines among the population [17].”
BackgroundBreed susceptibility for common surgically treated orthopaedic diseases in 12 dog breeds
Boge, G. S., Moldal, E. R., Dimopoulou, M., Skjerve, E., & Bergström, A. (2019) · Acta veterinaria Scandinavica · doi:10.1186/s13028-019-0454-4 · Cited by 24
Protection of natural infection against reinfection with SARS-CoV-2 JN.1 variant
Chemaitelly, H. S., Coyle, P. V., Kacem, M. A. B. H., Ayoub, H. H., Tang, P., Hasan, M. R., Yassine, H. M., Thani, A. A. A., Kanaani, Z. A., Al‐Kuwari, E., et al. (2024) · Journal of Travel Medicine · doi:10.1093/jtm/taae053 · Cited by 21
Heidarzadeh, A., Moridani, M. A., Khoshmanesh, S., Kazemi, S., Hajiaghabozorgi, M., & Karami, M. (2022) · International Journal of Infectious Diseases · doi:10.1016/j.ijid.2022.12.024 · Cited by 20
Sialubanje, C., Kapina, M., Chewe, O., Matapo, B. B., Moraes, A. N., Gianetti, B., Ngosa, W., Kasonde, M., Musonda, K. G., Mulenga, M., et al. (2022) · BMJ Open · doi:10.1136/bmjopen-2022-066945 · Cited by 19
Liang, Y., Driscoll, A. J., Patel, P. D., Datta, S., Voysey, M., French, N., Jamka, L. P., Henrion, M., Ndeketa, L., Laurens, M. B., et al. (2022) · The Lancet Global Health · doi:10.1016/s2214-109x(22)00466-1 · Cited by 19
Effectiveness of a single-dose mass dengue vaccination in Cebu, Philippines: A case-control study
Ylade, M. C., Agrupis, K. A., Daag, J. V., Crisostomo, M. V., Tabuco, M. O., Sy, A. K., Nealon, J., Macina, D., Sarol, J. N., Jr., Deen, J. L., et al. (2021) · Vaccine · doi:10.1016/j.vaccine.2021.07.042 · Cited by 18
Silva, T. C., Shah, S. A., Robertson, C., Sanchez, M. N., Katikireddi, S. V., Oliveira, V. D. A., Paixão, E. S., Rudan, I., Bertoldo, J., Penna, G. O., et al. (2022) · PLoS Medicine · doi:10.1371/journal.pmed.1004156 · Cited by 18
Sukik, L., Chemaitelly, H. S., Ayoub, H. H., Coyle, P. V., Tang, P., Yassine, H. M., Thani, A. A. A., Hasan, M. R., Kanaani, Z. A., Al‐Kuwari, E., et al. (2024) · Vaccine · doi:10.1016/j.vaccine.2024.04.026 · Cited by 17
McCollum, E. D., Ahmed, S., Roy, A., Chowdhury, N. H., Schuh, H. B., Rizvi, S. J. R., Hanif, A. A. M., Khan, A. M., Mahmud, A., Pervaiz, F., et al. (2020) · Vaccine · doi:10.1016/j.vaccine.2020.08.035 · Cited by 16
Self-citationThobani, R., Yousafzai, M. T., Sultana, S., Kazi, A. M., Jan, M., Rafey, A., Khan, A., Irfan, S., Ujjan, I. U., Brown, N., et al. (2022) · Vaccine · doi:10.1016/j.vaccine.2022.06.072 · Cited by 15
Weaver, R., Nguyen, C. D., Chan, J., Vilivong, K., Lai, J., Lim, R., Satzke, C., Vongsakid, M., Newton, P. N., Mulholland, K., et al. (2020) · The Lancet Regional Health - Western Pacific · doi:10.1016/j.lanwpc.2020.100014 · Cited by 15
“Measuring VE using the tandard case-control design is challenging due to difficulties in electing controls that are representative of the source populaion of the cases [13] .”
BackgroundMethodInfluentialSelf-citationMarshall, H. S., Andraweera, P. H., Ward, J. S., Kaldor, J. M., Andrews, R. M., Macartney, K. K., Richmond, P., Krause, V., Koehler, A. P., Whiley, D. M., et al. (2022) · Vaccines · doi:10.3390/vaccines10020309 · Cited by 15
“Although increasing the number of controls per case increases statistical power, beyond a ratio of four controls per case only small improvements in power are expected [24,25].”
BackgroundImpact of the Rotavirus Vaccination Program in Norway After Four Years With High Coverage
Bruun, T., Salamanca, B. V., Bekkevold, T., Døllner, H., Gibory, M., Gilje, A. M., Haarr, E., Kran, A. B., Leegaard, T. M., Nakstad, B., et al. (2020) · The Pediatric Infectious Disease Journal · doi:10.1097/inf.0000000000003020 · Cited by 14
“Case-control studies are more efficient to assess VE in settings with vaccine coverage under 80%, and there is a stronger potential for confounding if the coverage is very high or low.(52) Thus, our study was underpowered to estimate VE by genotypes, age groups or number of doses.”
BackgroundZhu, H., Lin, J., Wei, H., Bao, B., Gao, T., & Zheng, X. (2020) · Clinical Orthopaedics and Related Research · doi:10.1097/corr.0000000000001461 · Cited by 14
“For certain pathogens, the most economical and reliable strategy for infection prevention is enhancing patients’ immune defense by using vaccines [22].”
BackgroundBelayachi, J., Obtel, M., Razıne, R., & Abouqal, R. (2022) · medRxiv · doi:10.1101/2022.01.25.22269822 · Cited by 13
Whitney, C. G. (2018) · Clinical Infectious Diseases · doi:10.1093/cid/ciy135 · Cited by 12
Self-citationMonteiro, H. S., Neto, A. S. L., Kahn, R. J., de Sousa, G. D. S., Carmona, H. A., Andrade, J. S., & Castro, M. C. (2023) · Vaccine · doi:10.1016/j.vaccine.2023.07.065 · Cited by 9
Haposan, J. H., Icanervilia, A. V., Watts, E., Widyaningsih, S. A., Ulfa, S., Widayanti, P., Laksanawati, I. S., Thobari, J. A., & Bines, J. E. (2025) · Vaccine · doi:10.1016/j.vaccine.2025.127872 · Cited by 9
Investigating Factors Associated with Vaccine Hesitancy in Makkah, KSA
Albarakati, R., Almatrafi, L., Fatta, G., Fatani, B., & Alhindi, Y. Z. (2019) · World Journal of Vaccines · doi:10.4236/wjv.2019.92003 · Cited by 9
“Immune cells are also called lymphocytes and mainly consist of B-lymphocytes, T-lymphocytes and macrophages [4].”
BackgroundMurunga, N., Otieno, G. P., Maia, M. F., & Agoti, C. N. (2020) · Wellcome Open Research · doi:10.12688/wellcomeopenres.16174.2 · Cited by 9
Nealon, J., Lim, W. Y., Moureau, A., Linus-Lojikip, S., Junus, S., Kumar, S. S., Nachiappan, J. P., Sekaran, S. D., Radigue, C., Cowling, B. J., et al. (2019) · Vaccine · doi:10.1016/j.vaccine.2019.07.083 · Cited by 8
Folate deficiency in pregnancy and the risk of preterm birth: A nested case-control study
Lazar, V. M. A., Rahman, S., Chowdhury, N. H., Hasan, T., Akter, S., Islam, M. S., Ahmed, S., Baqui, A. H., & Khanam, R. (2024) · Journal of Global Health · doi:10.7189/jogh.14.04120 · Cited by 7
“Since it uses a case-control design, it may be susceptible to confounding and selection bias [47].”
BackgroundSelf-citationZhang, L., Lu, G., Ma, C., Zhang, J., Li, J., Duan, W., Ma, J., Shi, W., Wang, Y., Sun, Y., et al. (2024) · Vaccines · doi:10.3390/vaccines12101124 · Cited by 7
“It was indicated that results of VE estimation are most likely to be certain when the vaccine coverage is between 20 and 80% [33].”
BackgroundZhuang, C., Liu, X., Huang, X., Lu, J., Zhu, K., Liao, M., Chen, L., Jiang, H.-M., Zang, X., Wang, Y., et al. (2025) · Nature Communications · doi:10.1038/s41467-025-57021-3 · Cited by 7
“Last, it is generally recognized that case-control studies achieve optimal power when vaccination coverage ranges between 20% and 80% 41 .”
Onwuchekwa, C., Edem, B. E., Williams, V., & Oga, E. A. (2020) · F1000Research · doi:10.12688/f1000research.25227.1 · Cited by 7
Abeysinghe, R., Black, A., Kaduk, D., Li, Y., Reich, C., Davydov, A., Yao, L., & Cui, L. (2022) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2022.104162 · Cited by 6
“Real-world data (RWD) is critical to evaluate the safety, effectiveness, and uptake of vaccines [1].”
BackgroundUrquidi, C., Santelices, E., Lagomarcino, A. J., Valenzuela, M. T., Larrañaga, N., Gonzalez, E., Axel Pavez, R., Wosiack, A., Maturana, M., Moller, P., et al. (2023) · Vaccine · doi:10.1016/j.vaccine.2023.03.060 · Cited by 5
“Stringent matching by the neighborhood of residence for community controls, allowed our study to comply with the assumption of a similar selection of cases and controls, controlling for the influence of socio-environmental factors [32].”
BackgroundNelson, K., Churchyard, G., Cobelens, F. G. J., Hanekom, W. A., Hill, P. C., Lopman, B. A., Mave, V., Rangaka, M. X., Vekemans, J., White, R. G., et al. (2023) · The Lancet Microbe · doi:10.1016/s2666-5247(23)00112-x · Cited by 5
A framework for monitoring RSV prevention product effectiveness in the United States
Roper, L. E., Link‐Gelles, R., Surie, D., DeCuir, J., Zambrano, L. D., Prill, M. M., Havers, F. P., Jones, J. M., Melgar, M., Hall, A. J., et al. (2025) · Vaccine · doi:10.1016/j.vaccine.2024.126633 · Cited by 5
Evaluation strategies for measuring pneumococcal conjugate vaccine impact in low-resource settings
von Mollendorf, C., Lim, R., Choummanivong, M., Sychareun, V., Vilivong, K., Lai, J., Chan, J., Dunne, E. M., Phommachanh, S., Moore, K. A., et al. (2021) · Expert Review of Vaccines · doi:10.1080/14760584.2021.1965474 · Cited by 5
“There are however a number of challenges and limitations when conducting these types of studies [27,28].”
BackgroundSelf-citationFortunato, F., Musco, A., Iannelli, G., Meola, M., Lopalco, P. L., & Martinelli, D. (2024) · Vaccine · doi:10.1016/j.vaccine.2024.02.002 · Cited by 4
Thirión-Romero, I. I., Plata, R. F., Pérez-Kawabe, M., Meza-Meneses, P. A., Castro-Fuentes, C. A., Rivera-Martínez, N. E., Barrón-Palma, E. V., Sánchez-Sandoval, A. L., Cornejo‐Juárez, P., Sepúlveda-Delgado, J., et al. (2023) · Vaccines · doi:10.3390/vaccines11121779 · Cited by 4
“…revealed two essential findings: ) vaccine effectiveness, when adjusted for covariates, to prevent hospitalization was % with at least one COVID-19 vaccine and 73% for a complete vaccination scheme in COVID-19 outbreak dominated by the Delta variant; (2) the analysis by vaccine type In several…”
BackgroundA Review of Vaccine Efficacy Measures
Dasgupta, S. (2019) · Vaccination Research – Open Journal · doi:10.17140/vroj-4-110 · Cited by 4
Altarawneh, H. N., Chemaitelly, H. S., Ayoub, H. H., Tang, P., Hasan, M. R., Yassine, H. M., Al-Khatib, H. A., Thani, A. A. A., Coyle, P. V., Kanaani, Z. A., et al. (2023) · medRxiv · doi:10.1101/2023.04.21.23288917 · Cited by 4
Murunga, N., Otieno, G. P., Maia, M. F., & Agoti, C. N. (2020) · Wellcome Open Research · doi:10.12688/wellcomeopenres.16174.1 · Cited by 3
Hib combination vaccines: efficient and effective
Cohen, C., & von Gottberg, A. (2018) · The Lancet Infectious Diseases · doi:10.1016/s1473-3099(18)30234-2 · Cited by 3
Self-citationOsman, K., Mundodan, J. M., Chowdhury, J., Ravi, R. P., Baaboura, R., Albuquerque, J., Riaz, B., Emran, R. Y., Batoul, K., Esameldin, A. M., et al. (2023) · Vaccines · doi:10.3390/vaccines11101522 · Cited by 2
“The effectiveness against Alpha and Beta variants was high: over 75% in Qatar [8,28–30].”
BackgroundChemaitelly, H. S., Ayoub, H. H., Coyle, P. V., Tang, P., Hasan, M. R., Yassine, H. M., Thani, A. A. A., Kanaani, Z. A., Al‐Kuwari, E., Jeremijenko, A. M., et al. (2025) · Vaccine · doi:10.1016/j.vaccine.2025.127556 · Cited by 2
Chemaitelly, H. S., Ayoub, H. H., Coyle, P. V., Tang, P., Hasan, M. R., Yassine, H. M., Thani, A. A. A., Kanaani, Z. A., Al‐Kuwari, E., Jeremijenko, A. M., et al. (2025) · BMC Infectious Diseases · doi:10.1186/s12879-025-11410-7 · Cited by 2
Identifying and reducing risks of neurological complications associated with vaccination
Handunnetthi, L., Ramasamy, M., Turtle, L. C. W., & Hunt, D. P. J. (2024) · Nature Reviews Neurology · doi:10.1038/s41582-024-01000-7 · Cited by 3
“Case–control studies, by contrast, compare past exposure with vaccination between individuals who have and have not experienced the adverse event of interest 21 (termed ‘cases’ and ‘controls’, respectively).”
Upper and Lower Endoscopic Findings in Mesenteric Panniculitis Patients: A Case-Control Study
Schweistein, H., Weintraub, Y., Hornik‐Lurie, T., Haskiya, H., Rave, A., Bendersky, A. G., Issa, N., Naftali, T., & Gingold‐Belfer, R. (2024) · Journal of Clinical Medicine · doi:10.3390/jcm13226709 · Cited by 2
Reyburn, R., Russell, F. M., Munywoki, P. K., Franzel, L., Huong, T. T. G., Feikin, D. R., & Bont, L. (2025) · Vaccine · doi:10.1016/j.vaccine.2025.127397 · Cited by 2
Self-citationEstimation of oral poliovirus vaccine effectiveness in Afghanistan, 2010–2020
Chard, A. N., Martinez, M., Matanock, A. M., & Kassem, A. M. (2021) · Vaccine · doi:10.1016/j.vaccine.2021.09.020 · Cited by 3
Gim, H., Oh, S.-Y., Lee, H., Lee, S., Seo, H., Park, Y., & Park, J. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph192416958 · Cited by 2
“VE was calculated as (1 − OR) × 100 (%) [33,34].”
Sukik, L., Chemaitelly, H. S., Ayoub, H. H., Coyle, P. V., Tang, P., Hasan, M. R., Yassine, H. M., Thani, A. A. A., Kanaani, Z. A., Al‐Kuwari, E., et al. (2025) · BMJ Open Respiratory Research · doi:10.1136/bmjresp-2024-002718 · Cited by 1
“38 39 This extended design leverages the widespread testing conducted during the COVID-19 pandemic, where individuals were tested for various reasons, such as routine requirements, and has been thoroughly investigated and validated through numerous studies, sensitivity analyses, negative control…”
Aguinaga-Romero, G., Jacome, C., Márquez, J., Pinos, J., Carmenates, A., Simancas‐Racines, D., Parise-Vasco, J. M., Viteri-García, A. A., Withembury, Á., Anchayhua, Y., et al. (2025) · Revista Panamericana de Salud Pública · doi:10.26633/rpsp.2025.32 · Cited by 1
Ngamprasertchai, T., Phatharodom, P., Intalapaporn, K., Sutthipool, K., Chongtrakool, P., Yungyuen, T., Luvira, V., Ratanasuwan, W., Rattanaumpawan, P., Lawpoolsri, S., et al. (2025) · Scientific Reports · doi:10.1038/s41598-025-24784-0 · Cited by 2
Zhang, L., Jin, P., Wei, M., Jiang, H.-D., Li, J., & Zhu, F. (2022) · Human Vaccines & Immunotherapeutics · doi:10.1080/21645515.2022.2073751 · Cited by 1
Vaccination Can Prevent Severe Pulmonary Disease in COVID-19 Positive Patients: A Case-Control Study
Ravichandran, S., Vijayakumar, K., Vishwajit, G. V., & Siva, P. M. (2023) · Cureus · doi:10.7759/cureus.45638 · Cited by 1
“Case-control studies are generally used to assess the effectiveness of vaccines after their implementation in public health programs by using endpoints of diseases like lung involvement [9].”
BackgroundGao, L., Cheng, S., & Li, L. (2025) · Human Vaccines & Immunotherapeutics · doi:10.1080/21645515.2025.2572181 · Cited by 1
Viral Vectors in Veterinary Vaccine Development
Kumar, A., Pandita, P., Modi, H., Alom, S., & Chavda, V. P. (2025) · Wiley eBooks · doi:10.1002/9781394271566.ch9 · Cited by 1
Hage, R., Detrembleur, C., Dierick, F., Brismée, J., Roussel, N. A., & Pitance, L. (2021) · Research Square · doi:10.21203/rs.3.rs-403229/v1
Real life vaccine effectiveness against COVID-19: Proof of the pudding!
Datta, R. (2021) · Medical Journal Armed Forces India · doi:10.1016/j.mjafi.2021.07.008
“Both types of study calculate the risk of infection and disease among vaccinated and unvaccinated persons, and determine the reduction in risk.(4) While vaccine efficacy is studied in an ideal setting, as a prospective randomized control trial (where effect of vaccination in prevention of infection or disease can be p…”
BackgroundEffectiveness of COVID-19 Vaccine in Prevention of Mortality Among Moderate-Severe Cases
Yadav, A. K., Vasisht, K., Ghosh, S., & Bobdey, S. (2022) · Medical Journal of Dr D Y Patil Vidyapeeth · doi:10.4103/mjdrdypu.mjdrdypu_195_22
The Effectiveness of Covid-19 Vaccination in Indonesian Population: A Case-Control Study Protocol
Idaiani, S., Nurhayati, N., Delima, D., Hendarwan, H., Widowati, L., Tarigan, I. U., Afriansyah, N., Wirasmi, S., Yunitawati, D., Adiningsih, S., et al. (2023) · doi:10.2991/978-94-6463-112-8_71
Hasanuddin, A., Azizah, F., Setianto, R., Hasin, A., & Hasliani (2023) · Pro Health Jurnal Ilmiah Kesehatan · doi:10.35473/proheallth.v5i1.2074
Revenco, N., Balanuta, A.-M., BUJOR, D., Horodisteanu-Banuh, A., Grin, O., Holban, A., & ROTARI, A. (2023) · Archives of the Balkan Medical Union · doi:10.31688/abmu.2023.58.4.11
A Novel Practical Approach for Directly Assessing COVID-19 Vaccine Efficacy against HospitalizationPreprint
Kirsch, S., Marik, P. E., Rogers, C., Cosgrove, K., & Mead, M. N. (2024) · Preprints.org · doi:10.20944/preprints202408.0338.v1
Kesteman, T. (2025) · Springer eBooks · doi:10.1007/978-1-4614-8326-7_148
Sigaúque, B., Vilanculos, L., Chaúque, A., Moiane, B., Mucavele, H., Massora, S., Acácio, S., Sacoor, C. N., Quintó, L., Matsinhe, B., et al. (2026) · Vaccine · doi:10.1016/j.vaccine.2026.128237
“…routine infant immunization programs [6] and the most widely used formulations are 10-valent (GlaxoSmithKline, PCV10) and 13-valent 13-valent ( Pfizer, Data on PCV effectiveness against pneumonia using the case-control method, which complements data on vaccine impact [13], are limited [14–17].”
Self-citationDudášová, J., Valenta, Z., Măgălie, A., Nieddu, G. T., & Sachs, J. R. (2026) · Vaccine · doi:10.1016/j.vaccine.2026.128326
Luo, Y., Yu, J., Yu, X., Xin, L., Li, Z., Gong, E., Xin, H., Huang, Q., Ye, C., Hao, L., et al. (2025) · Open Forum Infectious Diseases · doi:10.1093/ofid/ofaf684
“%) in the 18–59-year CRD subgroup and limited sample size compared to the other age groups [41].”
Mutisya, F., Agogo, G. O., Opudo, J., Jepkorir, B., Mwatondo, A. J., Langat, D., Munyua, P. M., Chege, D., & Hines, J. Z. (2026) · PLoS ONE · doi:10.1371/journal.pone.0351500
“While VE studies might be best done soon after vaccine introduction when coverage is below 80% [14], providing data from real world conditions on vaccine performance can help provide evidence to sustain vaccination programs.”
Quantitative systems pharmacology of HIV PrEP and PEP
Iannuzzi, S., Zhang, L., Liebenberg, A., Kim, H.-Y., & von Kleist, M. (2026) · Expert Opinion on Drug Metabolism & Toxicology · doi:10.1080/17425255.2026.2715711
“Similar to assessing vaccine efficacy, prophylactic efficacy may also be confirmed in case-control studies [10].”
Metadata
- Authors
- Verani, J. R., Baqui, A. H., Broome, C. V., Cherian, T., Cohen, C., Farrar, J. L., Feikin, D. R., Groome, M. J., Hajjeh, R. A., Johnson, H. L., Madhi, S. A., Mulholland, K., O'Brien, K. L., Parashar, U. D., Patel, M. M., Rodrigues, L. C., Santosham, M., Scott, J. A., Smith, P. G., Sommerfelt, H., Tate, J. E., Victor, J. C., Whitney, C. G., Zaidi, A. K., & Zell, E. R.
- Affiliations
- Centers for Disease Control and Prevention (US)
- Johns Hopkins University (US)
- Emory University (US)
- World Health Organization (CH)
- National Institute for Communicable Diseases (ZA)
- University of the Witwatersrand (ZA)
- Gavi (CH)
- Royal Children's Hospital (AU)
- London School of Hygiene & Tropical Medicine (GB)
- Kenya Medical Research Institute (KE)
- Norwegian Institute of Public Health (NO)
- Aga Khan University (PK)
- Corresponding author
- Verani, Jennifer R.
- ORCID
- Verani, Jennifer R.
- Baqui, Abdullah H.
- Cherian, Thomas
- Cohen, Cheryl
- Farrar, Jennifer L.
- Feikin, Daniel R.
- Groome, Michelle J.
- Hajjeh, Rana A.
- Johnson, Hope L.
- Madhi, Shabir A.
- Mulholland, Kim
- Parashar, Umesh D.
- Patel, Manish M.
- Rodrigues, Laura C.
- Scott, J. Anthony
- Smith, Peter G.
- Sommerfelt, Halvor
- Tate, Jacqueline E.
- Victor, J. Chris
- Whitney, Cynthia G.
- Venue
- Vaccine
- Publisher
- Elsevier BV
- Published
- 2017-06
- Volume
- 35
- Issue
- 25
- Pages
- 3295-3302
- ISSN
- 0264-410X (ISSN-L)
- PMC
- PMC7007298
- OpenAlex
- W2605758023
- Cited by
- 102
- References
- 82
- Citations by year
- 2026: 6 · 2025: 14 · 2024: 9 · 2023: 17 · 2022: 22 · 2021: 14 · 2020: 7 · 2019: 10 · 2018: 3
- FWCI
- 1.02
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Vaccine (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion, cc-by-nc-nd)
- LSHTM Research Online (London School of Hygiene and Tropical Medicine) (acceptedVersion)
- NORA - Norwegian Open Research Archives (submittedVersion, cc-by-nc-nd)
- NORA - Norwegian Open Research Archives (submittedVersion, other-oa)
- Minerva Access (University of Melbourne) (submittedVersion, cc-by-nc-nd)
- Funders
- GAVI Alliance
- World Health Organization
- Wellcome Trust (098532/B/12/Z, 203077)
- Centers for Disease Control and Prevention (U01IP001048)
- Medical Research Council (MR/K012126/1)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Epidemiology
- Social Sciences › Health › Vaccine Coverage and Hesitancy
- Life Sciences › Immunology and Microbiology › Microbiology › Bacterial Infections and Vaccines
- Keywords
- vaccine effectiveness, case-control study, research design, confounding, vaccine introduction, health-seeking behavior, vaccination practices
- MeSH terms
- Immunogenicity, Vaccine, Female, Humans, Male, Vaccination, Vaccines, Case-Control Studies, Treatment Outcome, Immunization Programs, Control Groups
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