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Rughiniş R, Vulpe SN, Ţurcanu D, Rosner D. Balancing act: Europeans' privacy calculus and security concerns in online CSAM detection. Front Big Data 2025; 8:1477911. [PMID: 39917441 PMCID: PMC11794313 DOI: 10.3389/fdata.2025.1477911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Accepted: 01/03/2025] [Indexed: 02/09/2025] Open
Abstract
This study examines privacy calculus in online child sexual abuse material (CSAM) detection across Europe, using Flash Eurobarometer 532 data. Drawing on theories of structuration and risk society, we analyze how individual agency and institutional frameworks interact in shaping privacy attitudes in high-stakes digital scenarios. Multinomial regression reveals age as a significant individual-level predictor, with younger individuals prioritizing privacy more. Country-level analysis shows Central and Eastern European nations have higher privacy concerns, reflecting distinct institutional and cultural contexts. Notably, the Digital Economy and Society Index (DESI) shows a positive association with privacy concerns in regression models when controlling for Augmented Human Development Index (AHDI) components, contrasting its negative bivariate correlation. Life expectancy emerges as the strongest country-level predictor, negatively associated with privacy concerns, suggesting deep institutional mechanisms shape privacy attitudes beyond individual factors. This dual approach reveals that both individual factors and national contexts are shaping privacy calculus in CSAM detection. The study contributes to a better understanding of privacy calculus in high-stakes scenarios, with implications for policy development in online child protection.
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Affiliation(s)
- Răzvan Rughiniş
- Faculty of Automatic Control and Computers, National University for Science and Technology Politehnica Bucharest and Academy of Romanian Scientists, Bucharest, Romania
| | - Simona-Nicoleta Vulpe
- Faculty of Sociology and Social Work, University of Bucharest and Research Institute of the University of Bucharest (ICUB), Bucharest, Romania
| | - Dinu Ţurcanu
- Faculty of Electronics and Telecommunications and National Institute of Innovations in Cybersecurity “CYBERCOR”, Technical University of Moldova, Chișinău, Moldova
| | - Daniel Rosner
- Faculty of Automatic Control and Computers, National University for Science and Technology Politehnica Bucharest, Bucharest, Romania
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Leblang D, Smith MD, Wesselbaum D. Trust in institutions affects vaccination campaign outcomes. Trans R Soc Trop Med Hyg 2024; 118:720-728. [PMID: 39077829 PMCID: PMC11532736 DOI: 10.1093/trstmh/trae048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 05/16/2024] [Accepted: 07/09/2024] [Indexed: 07/31/2024] Open
Abstract
BACKGROUND Trust is an important driver of various outcomes, but little is known about whether trust in institutions affects actual vaccination campaign outcomes rather than only beliefs and intentions. METHODS We used nationally representative, individual-level data for 114 countries and combined them with data on vaccination policies and rates. We measured the speed of the vaccination campaign for each country using the estimated growth rate of a Gompertz curve. We then performed country-level regressions in the global sample and explored heterogeneity across World Bank development groups. RESULTS Globally, higher trust in institutions significantly increased vaccination rates (p<0.01) and vaccination speed (p<0.01). The effect was strong in low- and middle-income countries but statistically not significant in high-income countries. CONCLUSIONS Our findings have implications for the design of vaccination campaigns for national governments and international organizations. The findings highlight the importance of trust in institutions when designing communication strategies around vaccination campaigns in low- and middle-income countries.
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Affiliation(s)
- David Leblang
- Department of Politics and Batten School of Public Policy, University of Virginia, Charlottesville, VA 22904-4893, USA
| | - Michael D Smith
- National Oceanic and Atmospheric Administration, Economics and Social Sciences Research, Alaska Fisheries Science Center, 7600 Sand Point Way NE, Seattle, WA 98115-6349, USA
| | - Dennis Wesselbaum
- Department of Economics, University of Otago, Dunedin 9016, New Zealand
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Zhang J, Zhu Y, Wang J, Hu H, Jin Y, Mao X, Zhang H, Ye Y, Xin X, Li D. Global burden and epidemiological prediction of polycystic ovary syndrome from 1990 to 2019: A systematic analysis from the Global Burden of Disease Study 2019. PLoS One 2024; 19:e0306991. [PMID: 39024211 PMCID: PMC11257291 DOI: 10.1371/journal.pone.0306991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 06/25/2024] [Indexed: 07/20/2024] Open
Abstract
OBJECTIVE To comprehensively assess the global, regional and national burden of polycystic ovary syndrome (PCOS) in incidence, prevalence, and years lived with disability (DLYs) based on the Global Burden of Disease Study (GBD) 2019. METHODS This was a cross-sectional descriptive study. Data on PCOS incidence, prevalence, and DLYs from 1990 to 2019 were obtained from the GBD study 2019. According to the commonwealth income, WHO region, and the sociodemographic index, the estimates were demonstrated along with the estimated annual percentage change (EAPC). The EAPC data were analyzed by four levels of hierarchical clustering and displayed in the world map. The Autoregressive Integrated Moving Average (ARIMA) and Bayesian age-period-cohort (BAPC) model was used to predict the PCOS burden in the next 20 years. RESULTS From 1990 to 2019, the number of PCOS incidence in one year increased from 1.4 million in 1990 to 2.1 million in 2019 (54.3%). Only the EAPC estimates of incidence in the Region of the Americas decreased, and their aged-standardized incidence rate (ASIR) values were the highest in 1990 and 2019. There was no significant correlation between human development index (HDI) and EAPC. However, when HDI < 0.7, EAPC of incidence and prevalence was positively correlated with HDI, and when HDI > 0.7, EAPC of incidence and prevalence was negatively correlated with HDI. Countries with the middle level HDI have the highest increasing trend of ASIR and age-standardized prevalence rate (ASPR). The 10 to 19 years old group had the highest incidence counts of PCOS globally. Besides, the ARIMA and BAPC model showed the consistent increasing trend of the burden of PCOS. CONCLUSION In order to better promote the early diagnosis and treatment, expert consensus and diagnosis criteria should be formulated according to the characteristics of different ethnic groups or regions. It is necessary to emphasize the early screening and actively develop targeted drugs for PCOS.
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Affiliation(s)
- Jiacheng Zhang
- Department of Traditional Chinese Medicine, Peking University Third Hospital, Beijing, China
| | - Yutian Zhu
- Department of Traditional Chinese Medicine, Peking University Third Hospital, Beijing, China
| | - Jiaheng Wang
- First Clinical School of Medicine, Shaanxi University of Chinese Medicine, Shaanxi, China
| | - Hangqi Hu
- Department of Traditional Chinese Medicine, Peking University Third Hospital, Beijing, China
| | - Yuxin Jin
- Department of Traditional Chinese Medicine, Peking University Third Hospital, Beijing, China
| | - Xin Mao
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - Haolin Zhang
- Department of Traditional Chinese Medicine, Peking University Third Hospital, Beijing, China
| | - Yang Ye
- Department of Traditional Chinese Medicine, Peking University Third Hospital, Beijing, China
| | - Xiyan Xin
- Department of Traditional Chinese Medicine, Peking University Third Hospital, Beijing, China
| | - Dong Li
- Department of Traditional Chinese Medicine, Peking University Third Hospital, Beijing, China
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Lupu D, Tiganasu R. Does education influence COVID-19 vaccination? A global view. Heliyon 2024; 10:e24709. [PMID: 38314273 PMCID: PMC10837567 DOI: 10.1016/j.heliyon.2024.e24709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 01/11/2024] [Accepted: 01/12/2024] [Indexed: 02/06/2024] Open
Abstract
After the recent hard attempts felt on a global scale, notably in the health sector, the steady efforts of scientists have been materialized in maybe one of the most expected findings of the last decades, i.e. the launching of the COVID-19 vaccines. Although it is not our goal to plead for vaccination, as the decision in this regard is a matter of individual choice, we believe it is necessary and enlightening to analyze how one's educational status interferes with COVID-19 vaccination. There are discrepancies between world states vis-à-vis their well-being and their feedback to crises, and from the collection of features that can segregate the states in handling vaccination, in this paper, the spotlight is on education. We are referring to this topic because, generally, researches converge rather on the linkage between economic issues and COVID-19 vaccination, while education levels are less tackled in relation to this. To notice the weight of each type of education (primary, secondary, tertiary) in this process, we employ an assortment of statistical methods, for three clusters: 45 low-income countries (LICs), 72 middle-income countries (MICs) and 53 high-income countries (HICs). The estimates suggest that education counts in the COVID-19 vaccination, the tertiary one having the greatest meaning in accepting it. It is also illustrated that the imprint of education on vaccination fluctuates across the country groups scrutinized, with HICs recording the upper rates. The heterogeneity of COVID-19 vaccination-related behaviors should determine health authorities to treat this subject differently. To expand the COVID-19 vaccines uptake, they should be in an ongoing dialogue with all population categories and, remarkably, with those belonging to vulnerable communities, originated mostly in LICs. Education is imperative for vaccination, and it would ought to be on the schedule of any state, for being assimilated into health strategies and policies.
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Affiliation(s)
- Dan Lupu
- "Alexandru Ioan Cuza" University of Iasi, Romania, Faculty of Economics and Business Administration, Romania
| | - Ramona Tiganasu
- "Alexandru Ioan Cuza" University of Iasi, Faculty of Law, Centre for European Studies, Romania
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Lucane Z, Kursite M, Sablinskis K, Gailite L, Kurjane N. COVID-19 Vaccination Coverage and Factors Influencing Vaccine Hesitancy among Patients with Inborn Errors of Immunity in Latvia: A Mixed-Methods Study. Vaccines (Basel) 2023; 11:1637. [PMID: 38005969 PMCID: PMC10675738 DOI: 10.3390/vaccines11111637] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Revised: 10/19/2023] [Accepted: 10/24/2023] [Indexed: 11/26/2023] Open
Abstract
BACKGROUND The European Society for Immunodeficiencies recommends that all patients with inborn errors of immunity (IEI) without contraindications should receive SARS-CoV-2 vaccination. The aim of this study was to investigate the reasons that discourage IEI patients from receiving the recommended vaccination and to assess vaccination coverage among IEI patients in Latvia. METHODS In this multicenter mixed-methods study, the vaccination status of all patients with IEI within two tertiary centers in Latvia was reviewed using electronic health records. Semi-structured interviews were conducted with 16 IEI patients who did not undergo vaccination, and a thematic analysis was performed. RESULTS A total of 341 patients (49.3% female; median age 19.7 years (IQR:17)) were included in the quantitative part. The proportion of fully vaccinated individuals aged ≥ 12 years was 66.8%-70.9% with patients with selective IgA deficiency and 58.8% with other IEI (χ² = 14.12, p < 0.001). The proportion of fully vaccinated individuals aged 5-11 years was 11.1%. Age was associated with vaccination status: younger patients were found to have a significantly lower likelihood of receiving vaccination (U = 8585, p < 0.001). The five main themes identified were as follows: (1) fear and uncertainty; (2) risk and benefit assessment: COVID-19 vaccine-is it worth it? (3) external influences: the dark horse of the decision-making-people around us; (4) individuals against the system; and (5) beliefs about vaccination and COVID-19. Under-representation of certain IEI groups and recall bias are possible limitations of this study. CONCLUSIONS While most reasons for hesitancy were similar to those previously described in the general population, disease-specific concerns were also identified.
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Affiliation(s)
- Zane Lucane
- Department of Biology and Microbiology, Riga Stradins University, LV-1007 Riga, Latvia
| | - Mirdza Kursite
- Department of Public Health and Epidemiology, Riga Stradiņš University, LV-1007 Riga, Latvia
| | - Kristaps Sablinskis
- Department of Internal Diseases, Riga Stradins University, LV-1007 Riga, Latvia
| | - Linda Gailite
- Scientific Laboratory of Molecular Genetics, Riga Stradins University, LV-1007 Riga, Latvia
| | - Natalja Kurjane
- Department of Biology and Microbiology, Riga Stradins University, LV-1007 Riga, Latvia
- Outpatient Clinic, Pauls Stradins Clinical University Hospital, LV-1002 Riga, Latvia
- Outpatient Clinic, Children’s Clinical University Hospital, LV-1004 Riga, Latvia
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Hadipour A, Delavari S, Bayati M. What is the role of institutional quality in health outcomes? A panel data analysis on 158 countries from 2001-2020. Heliyon 2023; 9:e20251. [PMID: 37809989 PMCID: PMC10560016 DOI: 10.1016/j.heliyon.2023.e20251] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 08/31/2023] [Accepted: 09/14/2023] [Indexed: 10/10/2023] Open
Abstract
Our study investigated the impact of institutional quality on health system outcomes, utilizing worldwide governance indicators and analyzing data from 158 countries between 2001 and 2020. We employed Principal Component Analysis (PCA) to create a composite index of institutional quality and conducted various tests to select the appropriate econometric model. The role of institutional quality, along with other variables, in health outcomes was estimated using fixed effects and generalized method of moments (GMM) models. High-income and low-income countries were analyzed separately. The results of our study revealed that institutional quality, as measured by Control of Corruption, Voice and Accountability, Political Stability, Rule of Law, Regulatory Quality, and Government Effectiveness, had a negative impact on infant mortality rates and a positive impact on life expectancy. Similarly, variables such as GDP, mean years of schooling, total health expenditure, and urbanization rate showed a negative association with infant mortality rates and a positive association with life expectancy. Conversely, the logarithm of CO2 emissions exhibited a positive effect on infant mortality rates and a negative effect on life expectancy. These findings highlight the crucial role of institutional quality in determining health outcomes. Improving institutional quality contributes to the development of democratic and meritocratic systems, infrastructure enhancement, efficient tax and subsidy systems, optimal budget allocation, improved public education, and enhanced access to primary healthcare services. The influence of institutional quality is particularly significant in high-income countries compared to low-income countries. In conclusion, our study emphasizes the importance of institutional quality in shaping health system outcomes. Enhancing institutional quality is essential for the overall advancement of healthcare systems, encompassing governance, infrastructure, education, and access to healthcare services. It is crucial to prioritize efforts to improve institutional quality, especially in high-income countries, to achieve better health outcomes for populations worldwide.
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Affiliation(s)
- Alireza Hadipour
- Student Research Committee, School of Health Management and Information Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Sajad Delavari
- Health Human Resources Research Center, School of Health Management and Information Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mohsen Bayati
- Health Human Resources Research Center, School of Health Management and Information Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
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Du M, Qin C, Liu M, Liu J. Cost-Effectiveness Analysis of COVID-19 Inactivated Vaccines in Reducing the Economic Burden of Ischaemic Stroke after SARS-CoV-2 Infection. Vaccines (Basel) 2023; 11:957. [PMID: 37243061 PMCID: PMC10224220 DOI: 10.3390/vaccines11050957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Revised: 04/24/2023] [Accepted: 05/06/2023] [Indexed: 05/28/2023] Open
Abstract
Due to significant economic burden and disability from ischaemic stroke and the relationship between ischaemic stroke and SARS-CoV-2 infection, we aimed to explore the cost-effectiveness of the two-dose inactivated COVID-19 vaccination program in reducing the economic burden of ischaemic stroke after SARS-CoV-2 infection. We constructed a decision-analytic Markov model to compare the two-dose inactivated COVID-19 vaccination strategy to the no vaccination strategy using cohort simulation. We calculated incremental cost-effectiveness ratios (ICERs) to evaluate the cost-effectiveness and used number of the ischaemic stroke cases after SARS-CoV-2 infection and quality-adjusted life-years (QALYs) to assess effects. Both one-way deterministic sensitivity analysis and probabilistic sensitivity analysis were performed to assess the robustness of the results. We found that the two-dose inactivated vaccination strategy reduced ischaemic stroke cases after SARS-CoV-2 infection by 80.89% (127/157) with a USD 1.09 million as vaccination program cost, saved USD 3675.69 million as direct health care costs and gained 26.56 million QALYs compared with no vaccination strategy among 100,000 COVID-19 patients (ICER < 0 per QALY gained). ICERs remained robust in sensitivity analysis. The proportion of older patients and the proportion of two-dose inactivated vaccination among older people were the critical factors that affected ICER. This study suggests the importance of COVID-19 vaccination is not only in preventing the spread of infectious diseases, but also in considering its long-term value in reducing the economic burden of non-communicable diseases such as ischaemic stroke after SARS-CoV-2 infection.
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Affiliation(s)
- Min Du
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, No. 38, Xueyuan Road, Haidian District, Beijing 100191, China
| | - Chenyuan Qin
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, No. 38, Xueyuan Road, Haidian District, Beijing 100191, China
| | - Min Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, No. 38, Xueyuan Road, Haidian District, Beijing 100191, China
| | - Jue Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, No. 38, Xueyuan Road, Haidian District, Beijing 100191, China
- Institute for Global Health and Development, Peking University, No. 5, Yiheyuan Road, Haidian District, Beijing 100871, China
- Department of Global Health and Population, Harvard TH Chan School of Public Health, 677 Huntington Avenue Boston, Boston, MA 02115, USA
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Qin C, Du M, Wang Y, Li M, Wu H, Li S, Liu J. COVID-19 Vaccination Coverage among 42,565 Adults Amid the Spread of Omicron Variant in Beijing, China. Vaccines (Basel) 2023; 11:vaccines11040739. [PMID: 37112651 PMCID: PMC10146383 DOI: 10.3390/vaccines11040739] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 03/23/2023] [Accepted: 03/24/2023] [Indexed: 03/29/2023] Open
Abstract
Vaccines against coronavirus disease 2019 (COVID-19) have been in use for over two years, but studies that reflect real-world vaccination coverage and demographic determinants are lacking. Using a multistage stratified random cluster sampling method, we planned to directly explore vaccination coverage and the demographic determinants of different doses of COVID-19 vaccines in Beijing, especially in older populations. All 348 community health service centers in 16 districts were involved. We performed multivariable logistic regression analyses to identify demographic determinants of different coverage rates via adjusted odds ratios (aORs) and 95% CIs. Of the 42,565 eligible participants, the total vaccination coverage rates for ≥1 dose, ≥2 doses, ≥3 doses, and 4 doses were 93.3%, 91.6%, 84.9%, and 13.0%, respectively, but decreased to 88.1%, 85.1%, 76.2%, and 3.8% in the older population. Among all participants, younger (aOR = 1.77, 95% CI: 1.60–1.95), male (aOR = 1.15, 95% CI: 1.06–1.23), and better-educated residents (high school and technical secondary school aOR = 1.58, 95% CI: 1.43–1.74; bachelor’s degree aOR = 1.53, 95% CI: 1.37–1.70) were more likely to be fully vaccinated. People who lived in rural areas (aOR = 1.45, 95% CI: 1.31–1.60) and held the new rural cooperative health insurance (aOR = 1.37, 95% CI: 1.20–1.57) established a higher rate of full vaccination coverage. No history of chronic disease was positively associated with a higher coverage rate (aOR = 1.81, 95% CI: 1.66–1.97). Occupation also affected vaccination coverage. Demographic factors influencing the rate of vaccination with at least one or three doses were consistent with the results above. Results remained robust in a sensitivity analysis. Given the highly transmissible variants and declining antibody titers, accelerating the promotion of booster vaccination coverage, especially in high-risk groups such as the elderly, is a top priority. For all vaccine-preventable diseases, rapidly clarifying vaccine-hesitant populations, clearing barriers, and establishing a better immune barrier can effectively safeguard people’s lives and property and coordinate economic development with epidemic prevention and control.
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Lee KH, Alemi F, Yu JV, Hong YA. Social Determinants of COVID-19 Vaccination Rates: A Time-Constrained Multiple Mediation Analysis. Cureus 2023; 15:e35110. [PMID: 36938296 PMCID: PMC10023069 DOI: 10.7759/cureus.35110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/17/2023] [Indexed: 02/19/2023] Open
Abstract
Objective To estimate the multiple direct/indirect effects of social, environmental, and economic factors on COVID-19 vaccination rates (series complete) in the 3109 continental counties in the United States (U.S.). Study design The dependent variable was the COVID-19 vaccination rates in the U.S. (April 15, 2022). Independent variables were collected from reliable secondary data sources, including the Census and CDC. Independent variables measured at two different time frames were utilized to predict vaccination rates. The number of vaccination sites in a given county was calculated using the geographic information system (GIS) packages as of April 9, 2022. The Internet Archive (Way Back Machine) was used to look up data for historical dates. Methods A chain of temporally-constrained least absolute shrinkage and selection operator (LASSO) regressions was used to identify direct and indirect effects on vaccination rates. The first regression identified direct predictors of vaccination rates. Next, the direct predictors were set as response variables in subsequent regressions and regressed on variables that occurred before them. These regressions identified additional indirect predictors of vaccination. Finally, both direct and indirect variables were included in a network model. Results Fifteen variables directly predicted vaccination rates and explained 43% of the variation in vaccination rates in April 2022. In addition, 11 variables indirectly affected vaccination rates, and their influence on vaccination was mediated by direct factors. For example, children in poverty rate mediated the effect of (a) median household income, (b) children in single-parent homes, and (c) income inequality. For another example, median household income mediated the effect of (a) the percentage of residents under the age of 18, (b) the percentage of residents who are Asian, (c) home ownership, and (d) traffic volume in the prior year. Our findings describe not only the direct but also the indirect effect of variables. Conclusions A diverse set of demographics, social determinants, public health status, and provider characteristics predicted vaccination rates. Vaccination rates change systematically and are affected by the demographic composition and social determinants of illness within the county. One of the merits of our study is that it shows how the direct predictors of vaccination rates could be mediators of the effects of other variables.
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Affiliation(s)
- Kyung Hee Lee
- Recreation, Parks and Leisure Services Administration, Central Michigan University, Mount Pleasant, USA
| | - Farrokh Alemi
- Health Adminstration and Policy, George Mason University, Fairfax, USA
| | - Jo-Vivian Yu
- Health Informatics, George Mason University, Fairfax, USA
| | - Y Alicia Hong
- Health Administration and Policy, George Mason University, Fairfax, USA
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Rughiniș C, Vulpe SN, Flaherty MG, Vasile S. Shades of doubt: Measuring and classifying vaccination confidence in Europe. Vaccine 2022; 40:6670-6679. [PMID: 36216651 DOI: 10.1016/j.vaccine.2022.09.039] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Revised: 09/09/2022] [Accepted: 09/12/2022] [Indexed: 01/27/2023]
Abstract
The anti-vaccination movement, vaccine hesitancy, and wavering vaccination confidence have increasingly become matters of public interest, in parallel with an increasing normalization of representations of vaccination as risky. In this study, we used data on vaccination beliefs and behaviors from two Eurobarometer surveys to classify attitudes towards vaccination and to discuss comparability, acquiescence, and other measurement issues. Through cluster analysis, we found that individuals in the European Union (EU27) can be classified into five opinion types, differentiating the poles ("vaccine-trusting" and "vaccine-distrusting") from the "hesitant & free choice" cluster and from two relatively uncommitted clusters, the "agreeable" (or acquiescent) and the "fence-sitters." Opinion configurations on vaccination were linked to the broader social structures of age, gender, and educational attainment, to experiences of adult vaccination, and trust in different information sources. We found that trust, distrust, and confusion about vaccination have permeated all social strata in EU countries. The pandemic years have amplified uncertainty concerning vaccine safety and its effectiveness. We also noticed a decrease of trust in the voices of mainstream medical experts during the pandemic period, from about 92 % in 2019 to 73 % in 2021, and a significant increase in people who declared that they "don't know" whom to trust about vaccine information, ranging from 1 % to about 13 %. Measurements of vaccination confidence in Europe should control for acquiescence, through positively and negatively formulated items, and ensure comparability in time. We strongly recommend the inclusion of a battery of critical items in all future European Commission-funded surveys on vaccination to allow the monitoring of European public confidence in vaccination and in the relevant information sources, including trust in pharmaceutical companies; this will provide an avenue for re-establishing a broader confidence among citizens, health authorities, and specialists.
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Affiliation(s)
- Cosima Rughiniș
- Department of Sociology, University of Bucharest, Bucharest 030167, Romania.
| | - Simona-Nicoleta Vulpe
- Interdisciplinary School of Doctoral Studies, University of Bucharest, Bucharest 050107, Romania.
| | - Michael G Flaherty
- Department of Sociology, Eckerd College, St. Petersburg, FL 33711, United States.
| | - Sorina Vasile
- Interdisciplinary School of Doctoral Studies, University of Bucharest, Bucharest 050107, Romania.
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