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Hartner AM, Li X, Gaythorpe K. COVID-19 related disruption and resilience in immunisation activities in LMICs: a rapid review. BMJ Open 2024; 14:e076607. [PMID: 39107008 PMCID: PMC11331918 DOI: 10.1136/bmjopen-2023-076607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 07/19/2024] [Indexed: 08/09/2024] Open
Abstract
OBJECTIVES We conducted a rapid review to determine the extent that immunisation services in low-income and middle-income countries (LMICs) were disrupted by the COVID-19 pandemic and synthesised the factors that can be used to build resilience in future. DESIGN Rapid review reported in accordance with the Preferred reporting for Systematic reviews and Meta-Analyses (PRISMA) guidelines. DATA SOURCES PubMed and Web of Science were searched through 6 October 2023. ELIGIBILITY CRITERIA FOR SELECTING STUDIES We included studies that focused on disruption to immunisation activities due to the COVID-19 pandemic in LMICs. Outcomes included routine vaccine coverage, supplementary immunisation activities, vaccine doses, timing of vaccination, supply chain changes, and factors contributing to disruption or resilience. DATA EXTRACTION AND SYNTHESIS Two independent reviewers used standardised methods to search, screen and code studies. Quality assessment was performed using a modified version of the Critical Appraisal Skills Programme for qualitative research. Findings were summarised qualitatively. RESULTS Of 4978 identified studies, 85 met the eligibility criteria. Included studies showed declines in immunisation activities across LMICs related to the COVID-19 pandemic. These included reductions in achieved routine coverage, cancellation or postponement of campaigns and underimmunised cohorts. Immunisation was most disrupted in the early months of the pandemic; however, recovery varied by country, age-group and vaccine. Though many countries observed partial recovery in 2020, disruption in many countries continued into 2021. It has also been noted that clinician staff shortages and vaccine stock-outs caused by supply chain disruptions contributed to immunisation delays, but that concern over COVID-19 transmission was a leading factor. Key resiliency factors included community outreach and healthcare worker support. CONCLUSIONS There is limited information on whether reductions in vaccination coverage or delays have persisted beyond 2021. Further research is needed to assess ongoing disruptions and identify missed vaccine cohorts.
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Affiliation(s)
- Anna-Maria Hartner
- MRC Centre for Global Infectious Disease Analysis, Jameel Institute, School of Public Health, Imperial College London, London, UK
- Centre for Artificial Intelligence in Public Health Research, Robert Koch Institute, Wildau, Germany
| | - Xiang Li
- MRC Centre for Global Infectious Disease Analysis, Jameel Institute, School of Public Health, Imperial College London, London, UK
| | - Katy Gaythorpe
- MRC Centre for Global Infectious Disease Analysis, Jameel Institute, School of Public Health, Imperial College London, London, UK
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2
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Randell M, Sheel M, Dynes M, Li M, Danchin M, Oktarinda, Sukesmi F, Saraswati LD, Tinessia A, Jenkins K, Dewi LA, Saman S, Yosephine P, Leask J, Wahyono TYM. Influence of the COVID-19 pandemic on caregiver beliefs and experiences of routine childhood immunisation in Indonesia. Vaccine 2024; 42:812-818. [PMID: 38220491 DOI: 10.1016/j.vaccine.2024.01.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 11/03/2023] [Accepted: 01/02/2024] [Indexed: 01/16/2024]
Abstract
The COVID-19 pandemic contributed to significant health services declines in South-East Asia including Indonesia, which experienced a decline in routine immunisation of children. This study investigated the influence of the pandemic on the beliefs and experiences of caregivers of children related to routine immunisation. This study involved a cross-sectional survey among 1399 caregivers of children aged 0-24 months in Central Java and West Nusa Tenggara provinces from March-April 2022. Data on beliefs and experiences of childhood immunizations were captured using core items from the WHO/UNICEF Behavioural and Social Drivers of Immunization (BeSD) survey. Bivariate and multivariate logistic regression analyses identified factors associated with uptake of routine immunisations. While nearly all caregivers (95.7%) reported wanting their child to receive all recommended routine immunisations, only 40.3% of children aged 2-24 months were up-to-date with all vaccines for age. Factors associated with up-to-date included higher parental education (aOR: 1.76, 95% CI 1.02-3.05), higher household income (aOR: 1.54, 95% CI 1.09-2.18), and caregivers who found it moderately or very easy to get immunisations (aOR: 2.26/2.22, 95% CI 1.06-4.83/1.06-4.69). Recovery efforts should prioritise responding to the factors associated with immunisation status (e.g., perceived ease of access) and on families experiencing disadvantage (e.g., caregivers with lower education and household income) to ensure protections against future outbreaks that are responsive to the context-specific needs and priorities of districts and communities.
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Affiliation(s)
- Madeleine Randell
- University of Sydney, School of Public Health, Faculty of Medicine and Health, Sydney, Australia
| | - Meru Sheel
- University of Sydney, School of Public Health, Faculty of Medicine and Health, Sydney, Australia
| | - Michelle Dynes
- UNICEF East Asia & Pacific Regional Office, Bangkok, Thailand
| | - Mu Li
- University of Sydney, School of Public Health, Faculty of Medicine and Health, Sydney, Australia
| | - Margie Danchin
- Murdoch Children's Research Institute, University of Melbourne and Royal Children's Hospital, Melbourne, Australia
| | - Oktarinda
- Universitas Indonesia, Department of Epidemiology, Faculty of Public Health, Depok, Indonesia
| | - Fitriyani Sukesmi
- Universitas Indonesia, Department of Epidemiology, Faculty of Public Health, Depok, Indonesia
| | - Lintang Dian Saraswati
- Universitas Diponegoro, Department of Epidemiology, Faculty of Public Health, Semarang, Indonesia
| | - Adeline Tinessia
- University of Sydney, School of Public Health, Faculty of Medicine and Health, Sydney, Australia
| | - Kylie Jenkins
- University of Sydney, School of Public Health, Faculty of Medicine and Health, Sydney, Australia
| | - Lulu Ariyantheny Dewi
- Republic of Indonesia Ministry of Health, Directorate of Immunization, Jakarta, Indonesia
| | | | - Prima Yosephine
- Republic of Indonesia Ministry of Health, Directorate of Immunization, Jakarta, Indonesia
| | - Julie Leask
- University of Sydney, School of Public Health, Faculty of Medicine and Health, Sydney, Australia.
| | - Tri Yunis Miko Wahyono
- Universitas Indonesia, Department of Epidemiology, Faculty of Public Health, Depok, Indonesia
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Ma J, Sun Y, Cui Y, Dong J, Huang Y. Access to DTP-Based Combination Vaccines in Asia-Pacific Countries between 2019 and 2022. Vaccines (Basel) 2023; 12:33. [PMID: 38250846 PMCID: PMC10818609 DOI: 10.3390/vaccines12010033] [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: 11/24/2023] [Revised: 12/18/2023] [Accepted: 12/25/2023] [Indexed: 01/23/2024] Open
Abstract
The Asia-Pacific countries are highly diverse in health and economic conditions that may impact vaccine access and uptake. Our study aimed to characterize patterns of health access to DTP-based combination vaccines in 10 countries from 2019 to 2022 using the IQVIA-MIDAS database. The availability, affordability, and accessibility were compared across countries by national health and economic performance indicators using Spearman's rank correlation coefficient. Our findings showed that the three aspects of access to DTP-based vaccines varied substantially in the Asia-Pacific region, with higher levels in countries with better health and economic performance. Affected by the COVID-19 pandemic, vaccine accessibility fluctuates significantly in lower-income countries, with DTP coverage rates falling by more than 14% in the Philippines and Indonesia between 2019 and 2021. For availability and affordability, Singapore and Malaysia from high-income groups were largely affected, which may be related to health expenditure as a percentage of gross domestic product (Coefficient = 0.39, p = 0.03). Our study indicates that greater attention needs to be paid to national health expenditure and routine immunization services to improve vaccine disparities and increase the robustness and resilience of the vaccine supply chain during public health emergencies.
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Affiliation(s)
| | | | | | | | - Yangmu Huang
- Department of Global Health, School of Public Health, Peking University, Beijing 100191, China (Y.C.)
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4
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Aggarwal M, Katz A, Kokorelias KM, Wong ST, Aghajafari F, Ivers NM, Martin-Misener R, Aubrey-Bassler K, Breton M, Upshur REG, Kwong JC. What are effective vaccine distribution approaches for equity-deserving and high-risk populations during COVID-19? Exploring best practices and recommendations in Canada: protocol for a mixed-methods multiple case codesign study. BMJ Open 2023; 13:e072238. [PMID: 37940159 PMCID: PMC10632871 DOI: 10.1136/bmjopen-2023-072238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 10/18/2023] [Indexed: 11/10/2023] Open
Abstract
INTRODUCTION The WHO has stated that vaccine hesitancy is a serious threat to overcoming COVID-19. Vaccine hesitancy among underserved and at-risk communities is an ongoing challenge in Canada. Public confidence in vaccine safety and effectiveness and the principles of equity need to be considered in vaccine distribution. In Canada, governments of each province or territory manage their own healthcare system, providing an opportunity to compare and contrast distribution strategies. The overarching objective of this study is to identify effective vaccine distribution approaches and advance knowledge on how to design and implement various strategies to meet the different needs of underserved communities. METHODS AND ANALYSIS Multiple case studies in seven Canadian provinces will be conducted using a mixed-methods design. The study will be informed by Experience-Based CoDesign techniques and theoretically guided by the Socio-Ecological Model and the Vaccine Hesitancy Matrix frameworks. Phase 1 will involve a policy document review to systematically explore the vaccine distribution strategy over time in each jurisdiction. This will inform the second phase, which will involve (2a) semistructured, in-depth interviews with policymakers, public health officials, researchers, providers, groups representing patients, researchers and stakeholders and (2b) an analysis of population-based administrative health data of vaccine administration. Integration of qualitative and quantitative data will inform the identification of effective vaccine distribution approaches for various populations. Informed by this evidence, phase 3 of the study will involve conducting focus groups with multiple stakeholders to codesign recommendations for the design and implementation of effective vaccine delivery strategies for equity-deserving and at-risk populations. ETHICS AND DISSEMINATION This study is approved by the University of Toronto's Health Sciences Research Ethics Board (#42643), University of British Columbia Behavioural Research Ethics Board (#H22-01750-A002), Research Ethics Board of the Nova Scotia Health Authority (#48272), Newfoundland and Labrador Health Research Ethics Board (#2022.126), Conjoint Health Research Ethics Board, University of Calgary (REB22-0207), and University of Manitoba Health Research Board (H2022-239). The outcome of this study will be to produce a series of recommendations for implementing future vaccine distribution approaches from the perspective of various stakeholders, including equity-deserving and at-risk populations.
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Affiliation(s)
- Monica Aggarwal
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Alan Katz
- Department of Community Health Sciences, Rady Faculty of Health Sciences University of Manitoba, Winnipeg, Manitoba, Canada
- Department of Family Medicine, Rady Faculty of Health Sciences University of Manitoba, Winnipeg, Manitoba, Canada
| | - Kristina Marie Kokorelias
- Rehabiliation Sciences Institute, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Rehabiliation Sciences Institute, University of Toronto Temerty Faculty of Medicine, Toronto, Ontario, Canada
| | - Sabrina T Wong
- Centre for Health Services and Policy Research, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Noah M Ivers
- Department of Family and Community Medicine, Women's College Hospital, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | | | - Kris Aubrey-Bassler
- Primary Healthcare Research Unit, Memorial University, St. John's, Newfoundland, Canada
| | - Mylaine Breton
- Department of Community Health Sciences, University of Sherbrooke, Longueuil, Quebec, Canada
| | - Ross E G Upshur
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Jeffrey C Kwong
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
- Institute for Clinical Evaluative Sciences (ICES), Toronto, Ontario, Canada
- Public Health Ontario, Toronto, Ontario, Canada
- University Health Network, Toronto, Ontario, Canada
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5
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Meni Z B, Özkan EM. Vaccine selection for COVID-19 by AHP and novel VIKOR hybrid approach with interval type-2 fuzzy sets. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2023; 119:105812. [PMID: 36624893 PMCID: PMC9812846 DOI: 10.1016/j.engappai.2022.105812] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 12/22/2022] [Accepted: 12/30/2022] [Indexed: 05/28/2023]
Abstract
Decisions in the health industry have a significant impact on human lives. With the COVID-19 pandemic, a global war is being waged. Vaccination is a critical component in this fight. The governments are attempting to offer their citizens the best vaccine for the public based on limitations. However, due to the unique characterizations of countries and the people who live in the country, the definition of "the ideal vaccination" is indefinite. Fuzzy set theory has been an ideal tool to cope with problems involving imprecise information such as the meaning of "ideal" in this case. In this study Interval Type-2 Fuzzy Sets (IT2FSs) will be used to describe uncertainty. This IT2FS structure will be the framework of the AHP (Analytic Hierarchy Process), to determine the criteria weights, and the VIKOR (VIseKriterijumska Optimizacija I Kompromisno Resenje), to generate a set of optimal choices. The main objective of this study is to sustain the necessary effect of uncertainty of fuzzy sets via the Interval Type-2 Fuzzy (IT2F) metric to the VIKOR method and thus propose an extended VIKOR. The presented new approach will be applied to the problem of vaccine selection for COVID-19. Hence, for the first time in the literature, an application with a multilevel hierarchy will be used in IT2FAHP-VIKOR. Also, obtained optimal solution set with this hybrid framework will be compared with fuzzy AHP-VIKOR and the rankings evaluated with the IT2FTOPSIS (Technique for Order of Preference by Similarity to Ideal Solution) and sensitivity analysis will be performed.
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Affiliation(s)
- Büşra Meni Z
- Department of Mathematics, Yildiz Technical University, Esenler, Istanbul, Turkey
| | - E Mehmet Özkan
- Department of Mathematics, Yildiz Technical University, Esenler, Istanbul, Turkey
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Hu H, Xu J, Liu M, Lim MK. Vaccine supply chain management: An intelligent system utilizing blockchain, IoT and machine learning. JOURNAL OF BUSINESS RESEARCH 2023; 156:113480. [PMID: 36506475 PMCID: PMC9718486 DOI: 10.1016/j.jbusres.2022.113480] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 11/15/2022] [Accepted: 11/18/2022] [Indexed: 06/17/2023]
Abstract
Vaccination offers health, economic, and social benefits. However, three major issues-vaccine quality, demand forecasting, and trust among stakeholders-persist in the vaccine supply chain (VSC), leading to inefficiencies. The COVID-19 pandemic has exacerbated weaknesses in the VSC, while presenting opportunities to apply digital technologies to manage it. For the first time, this study establishes an intelligent VSC management system that provides decision support for VSC management during the COVID-19 pandemic. The system combines blockchain, internet of things (IoT), and machine learning that effectively address the three issues in the VSC. The transparency of blockchain ensures trust among stakeholders. The real-time monitoring of vaccine status by the IoT ensures vaccine quality. Machine learning predicts vaccine demand and conducts sentiment analysis on vaccine reviews to help companies improve vaccine quality. The present study also reveals the implications for the management of supply chains, businesses, and government.
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Key Words
- BILSTM, Bidirectional Long-Short Term Memory
- Blockchain
- CNN, Convolutional Neural Network
- COVID-19 pandemic
- DTs, Digital Technologies
- GRU, Gate Recurrent Unit
- IPFS, Interplanetary File System
- Intelligent system
- Internet of things
- IoT, Internet of Things
- LSTM, Long-Short Term Memory
- Machine learning
- RFID, Radio Frequency Identification
- RNN, Recurrent Neural Network
- VSC, Vaccine Supply Chain
- Vaccine supply chain
- dApp, Decentralized Application
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Affiliation(s)
- Hui Hu
- Economic Development Research Centre, Wuhan University, China
- School of Economics and Management, Wuhan University, China
| | - Jiajun Xu
- School of Economics and Management, Wuhan University, China
| | - Mengqi Liu
- Business School, Hunan University, China
| | - Ming K Lim
- Adam Smith Business School, University of Glasgow, UK
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7
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Choi Y, Santhireswaran A, Chu C, Suda KJ, Hernandez I, Magnani JW, Tadrous M. Effects of the July 2018 worldwide valsartan recall and shortage on global trends in antihypertensive medication use: a time-series analysis in 83 countries. BMJ Open 2023; 13:e068233. [PMID: 36707121 PMCID: PMC9884936 DOI: 10.1136/bmjopen-2022-068233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
OBJECTIVES This study aims to examine the effects of the July 2018 worldwide valsartan recall and shortage on global trends of antihypertensive medication use in 83 countries. METHODS A time-series analysis of monthly purchases of valsartan, other angiotensin II receptor blockers (ARBs) and angiotensin-converting enzyme inhibitors (ACEIs) across 83 countries from January 2017 to July 2020 was conducted using the IQVIA MIDAS database. Trends in outcomes were investigated globally and by economic level (developed vs developing economies). The valsartan recall's impact on antihypertensive use was assessed with interventional autoregressive integrated moving average modelling. RESULTS Global valsartan utilisation trends decreased significantly by 15.7% (-61 166 515 SU; p<0.0001), while global purchases of other ARBs increased by 44.8% (+958 069 420 SU; p=0.8523) and ACEIs increased by 1.6% (+44 106 747 SU; p=0.1102). Of the 32 developed countries, 20 (62.5%) showed a decline in 1-month percentage change in valsartan purchases, whereas only 10 out of 33 developing countries (30.3%) experienced a decrease in valsartan purchases. Mean 1-month, 3-month and 6-month percentage changes for developed countries were -1.2%, -9.3% and -12.2%, respectively, while the changes for developing countries were 25.0%, 7.3% and -1.2%. CONCLUSIONS Global valsartan purchases substantially decreased post-recall, highlighting the far-reaching impacts of drug shortages. Opposing utilisation trends by economic level raise concerns of potential distribution of contaminated medications from developed countries to developing countries. Concerted actions for equitable global access to quality medications and mitigation of drug shortages are needed.
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Affiliation(s)
- Yuna Choi
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
| | | | - Cherry Chu
- Women's College Hospital, Toronto, Ontario, Canada
| | - Katie J Suda
- Center for Health Equity Research and Promotion, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Inma Hernandez
- University of California San Diego Skaggs School of Pharmacy and Pharmaceutical Sciences, La Jolla, California, USA
| | - Jared W Magnani
- Center for Health Equity Research and Promotion, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Mina Tadrous
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
- Women's College Hospital, Toronto, Ontario, Canada
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8
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Gountas I, Favre-Bulle A, Saxena K, Wilcock J, Collings H, Salomonsson S, Skroumpelos A, Sabale U. Impact of the COVID-19 Pandemic on HPV Vaccinations in Switzerland and Greece: Road to Recovery. Vaccines (Basel) 2023; 11:vaccines11020258. [PMID: 36851136 PMCID: PMC9964352 DOI: 10.3390/vaccines11020258] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 01/06/2023] [Accepted: 01/18/2023] [Indexed: 01/27/2023] Open
Abstract
The COVID-19 pandemic has caused significant disruptions to healthcare, including reduced administration of routinely recommended HPV vaccines in a number of European countries. Because the extent and trends of accumulated vaccine dose deficits may vary by country, decision-makers need country-specific information regarding vaccine deficits to plan effective catch-up initiatives. To address this knowledge gap in Switzerland and Greece, this study used a previously published COVID-19 recovery calculator and historical vaccine sales data to quantify the cumulative number of missed doses and the catch-up rate required to clear the deficit in Switzerland and Greece. The resultant cumulative deficit in HPV doses for Switzerland and Greece were 24.4% and 21.7%, respectively, of the total number of doses disseminated in 2019. To clear the dose deficit by December 2025, monthly vaccination rates must be increased by 6.3% and 6.0% compared to 2019 rates in Switzerland and Greece, respectively. This study demonstrates that administration rates of routine HPV vaccines decreased significantly among Swiss and Greek adolescents during the COVID-19 pandemic and that a sustained increase in vaccination rates is necessary to recover the HPV dose deficits identified and to prevent long-term public health consequences.
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Affiliation(s)
| | | | - Kunal Saxena
- Center for Observational and Real-World Evidence (CORE), Merck & Co., Inc., Rahway, NJ 07065, USA
| | | | | | - Stina Salomonsson
- Center for Observational and Real-World Evidence (CORE), MSD, 11330 Stockholm, Sweden
| | | | - Ugne Sabale
- Center for Observational and Real-World Evidence (CORE), MSD, 11330 Stockholm, Sweden
- Correspondence:
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9
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Gomes T, Kim KC, Suda KJ, Garg R, Tadrous M. International trends in prescription opioid sales among developed and developing economies, and the impact of the COVID-19 pandemic: A cross-sectional analysis of 66 countries. Pharmacoepidemiol Drug Saf 2022; 31:779-787. [PMID: 35460142 PMCID: PMC9088547 DOI: 10.1002/pds.5443] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 04/14/2022] [Accepted: 04/19/2022] [Indexed: 11/05/2022]
Abstract
Purpose We sought to compare trends in opioid purchasing between developed and developing economies to understand patterns of opioid consumption, and how they were impacted by the COVID‐19 pandemic. Methods We conducted a retrospective cross‐sectional study of retail pharmacy opioid sales from 66 jurisdictions between July 2014 and August 2020. We measured monthly population‐adjusted rate of opioid units purchased, stratified by development group and country, and used interventional time series analysis to assess the impact of the COVID‐19 pandemic on rates of opioid purchasing among developed and developing economies separately. Results Rates of opioid purchasing were generally higher among developed economies, although trends differed considerably by development group. Rates of opioid purchasing declined 23.8% (95% confidence interval [CI] −34.7% to 3.6%) in the 5 years prior to the pandemic in developed economies, but rose 15.2% (95% CI 4.6%–35.6%) among developing economies. In March 2020 there was a short‐term increase in the rate of opioid purchases in both developing (10.9 units/1000 population increase; p < 0.0001) and developed (145.5 units/1000 population; p < 0.0001) economies, which was followed immediately by reduced opioid purchasing of a similar scale in April–May 2020 (−14.8 and −171.8 units/1000 population in developing and developed economies, respectively; p < 0.0001). Conclusion The COVID‐19 pandemic led to disruptions in opioid purchasing around the world; although the specific impacts varied both between and among developed and developing economies. With global variation in opioid use, there is a need to monitor these trajectories to ensure the safety of opioid use, and adequate access to pain management globally.
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Affiliation(s)
- Tara Gomes
- Unity Health Toronto, Toronto, Ontario, Canada.,Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada.,Institute for Health Policy, University of Toronto, Institute for Health Policy, Management and Evaluation, Toronto, Ontario, Canada.,ICES, Toronto, Ontario, Canada
| | - Katherine Callaway Kim
- School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Department of Health Policy and Management, University of Pittsburgh, Graduate School of Public Health, Pittsburgh, Pennsylvania, USA
| | - Katie J Suda
- School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Ria Garg
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Mina Tadrous
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada.,ICES, Toronto, Ontario, Canada
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10
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Bachmann M, Enodien B, Frey DM, Taha-Mehlitz S, Taha A. The Development of Healthcare Jobs in the COVID-Pandemic-A New Economic Market. Front Public Health 2022; 10:848636. [PMID: 35444974 PMCID: PMC9015095 DOI: 10.3389/fpubh.2022.848636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 02/22/2022] [Indexed: 11/16/2022] Open
Abstract
Background The COVID-19 pandemic commenced in China and has caused the death of numerous people globally. Despite the adverse effects, the outbreak has created room for job opportunities in healthcare, particularly the pharmaceutical domain. The main goal of this study is to examine how the current pandemic has triggered job creation in the healthcare domain and created a new economic market. Methods The study used the Preferred Reporting Items for Systematic and Meta-analyses for Scoping Review (PRISMA-ScR) to structure the manuscript and the subheadings to use. The source used to gather data is the PubMed database. Results The study exclusively included fourteen articles, five of which focused on the pharmaceutical sector, three focused on vaccine sales, three on vaccination centers, and three on testing centers. Conclusion The COVID-19 pandemic has created job opportunities in the healthcare sector. Most jobs are in the pharmaceutical sector, vaccination, and testing centers. However, more comprehensive research on the topic is necessary to gather conclusive outcomes on whether these jobs will be relevant after the pandemic.
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Affiliation(s)
- Marta Bachmann
- Department of Surgery, Wetzikon Hospital, Wetzikon, Switzerland
| | - Bassey Enodien
- Department of Surgery, Wetzikon Hospital, Wetzikon, Switzerland
| | - Daniel M. Frey
- Department of Surgery, Wetzikon Hospital, Wetzikon, Switzerland
| | - Stephanie Taha-Mehlitz
- Clarunis, Department of Visceral Surgery, University Centre for Gastrointestinal and Liver Diseases, St. Clara Hospital and University Hospital Basel, Basel, Switzerland
| | - Anas Taha
- Department of Surgery, Wetzikon Hospital, Wetzikon, Switzerland
- Department of Biomedical Engineering, Faculty of Medicine, University of Basel, Allschwil, Switzerland
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