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1.
Clin Interv Aging ; 18: 869-880, 2023.
Article in English | MEDLINE | ID: covidwho-20244803

ABSTRACT

The impact of vaccinating the older population against vaccine-preventable diseases in terms of health, social and economic benefits has been increasingly recognised. However, there is a gap in the utilisation of vaccines worldwide. The population is ageing at an unprecedented pace in the Asia-Pacific (APAC) region, with the number of persons older than 65 years set to double by 2050 to around 1.3 billion. More than 18% of the population in Japan, Hong Kong, and China is over the age of 65 years. This highlights the importance of prioritising resources to address societal obligations toward the needs of the ageing generation. This review provides an overview of the challenges to adult vaccination in APAC, drivers to increase vaccination coverage, vaccination insights gained through the COVID-19 pandemic, and potential measures to increase the uptake of adult vaccines in the region.


Subject(s)
COVID-19 , Vaccines , Humans , Aged , Pandemics , COVID-19/prevention & control , Vaccination , Hong Kong/epidemiology
2.
Front Public Health ; 11: 1132751, 2023.
Article in English | MEDLINE | ID: covidwho-20238696

ABSTRACT

Background: Vaccine administration is a recommended, safe, and effective measure to protect pregnant women against vaccine-preventable diseases (VPDs). Despite available guidance, maternal immunization rates for vaccination against influenza and with the reduced antigen content tetanus-diphtheria-acellular pertussis vaccine (Tdap) in Italy remain incredibly low. The primary goal of the study was to explore what Italian pregnant women knew about VPDs and immunization during pregnancy and what factors affected their decision to be vaccinated. Methods: This cross-sectional study took place between October 2021 and April 2022 in the Southern part of Italy. All consecutive pregnant women, from those attending the selected facilities on randomly selected days, were approached to request participation. The inclusion criteria for participation were age ≥18 years, the ability to understand, speak, and read Italian, and being pregnant at any gestational age. The questionnaire, using a combination of checkboxes and free text answers, consisted of 32 items divided into five parts and lasted ~10 min. Results: The results showed that 61% knew that the influenza vaccine is recommended and 48.7% knew that influenza could be risky during pregnancy; 74.1% wrongly reported that the Measles-Mumps-Rubella (MMR) vaccine is recommended during pregnancy. Seven out of 10 pregnant women believed that strong evidence supported the safety of vaccinations during pregnancy, and more than half (55.6%) thought they were at increased risk of severe illness with COVID-19. Women in the sample believed that vaccines received during pregnancy pose a risk of adverse events to the unborn child with a median value of 6 (IQR 3-9), on a scale ranging from 1 to 10. Similarly, the fear of contracting pertussis and influenza during pregnancy showed a median value of 6 (IQR 3-9) and 5 (IQR 3-8), respectively. Only 21.1% and 36.5% of women received influenza and Tdap vaccines during pregnancy. Conclusion: Unrealistic risk perception with a negative attitude toward vaccines in pregnancy and a low percentage of vaccinated pregnant women confirm the urgency of training women to make informed choices to increase overall vaccine uptake.


Subject(s)
COVID-19 , Diphtheria-Tetanus-acellular Pertussis Vaccines , Influenza Vaccines , Influenza, Human , Female , Pregnancy , Humans , Adolescent , Influenza, Human/prevention & control , Cross-Sectional Studies , Vaccination , Italy
3.
Hum Vaccin Immunother ; 19(1): 2194190, 2023 12 31.
Article in English | MEDLINE | ID: covidwho-20234553

ABSTRACT

WHO-recommended vaccines substantially prevent and control vaccine-preventable diseases (VPDs), but their inclusion differs among countries and regions. We reviewed the application for WHO-recommended vaccines in China and described the concerns and obstacles in driving the inclusion of more vaccines into China's NIP, including immunization strategies, financial barriers, vaccination services, and behavioral and social supply-side and demand-side factors. China has made significant efforts, however, they may not be sufficient until the inclusion of more WHO-recommended vaccines in the National Immunization Program (NIP), ensuring that the vaccination encompasses the whole life course of individuals, establishment of more trustworthy vaccination finance and procurement, increasing vaccine development, optimizing vaccine demand forecasts, improving the accessibility and equity of vaccination services, capturing the key points of behavioral and social drivers of vaccination on the demand side, and establishing holistic prevention and control from a public health perspective.


Subject(s)
Vaccination , Vaccines , Humans , Immunization , Immunization Programs , China , World Health Organization
4.
Emerg Infect Dis ; 28(12): 2374-2382, 2022 Dec.
Article in English | MEDLINE | ID: covidwho-2311581

ABSTRACT

We investigated a cluster of SARS-CoV-2 infections in a quarantine hotel in Taiwan in December 2021. The cluster involved 3 case patients who lived in nonadjacent rooms on different floors. They had no direct contact during their stay. By direct exploration of the space above the room ceilings, we found residual tunnels, wall defects, and truncated pipes between their rooms. We conducted a simplified tracer-gas experiment to assess the interconnection between rooms. Aerosol transmission through structural defects in floors and walls in this poorly ventilated hotel was the most likely route of virus transmission. This event demonstrates the high transmissibility of Omicron variants, even across rooms and floors, through structural defects. Our findings emphasize the importance of ventilation and integrity of building structure in quarantine facilities.


Subject(s)
COVID-19 , SARS-CoV-2 , Humans , Quarantine , Taiwan/epidemiology , Respiratory Aerosols and Droplets
5.
Cureus ; 14(10): e30845, 2022 Oct.
Article in English | MEDLINE | ID: covidwho-2310449

ABSTRACT

The COVID-19 pandemic, also known as the coronavirus pandemic, began in March 2020 and was caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The pandemic impacted the global healthcare system. It caused the biggest threat to the global routine immunization system. Routine childhood immunization was disrupted globally, particularly in the early pandemic period. This review discusses the severity of disruptions to routine immunization, their root causes, and remedial measures to lessen these disruptions. It is essential to maintain routine medical care, especially routine immunization, to avert morbidity and death from several diseases that vaccines can prevent, including a pandemic. The healthcare system's reaction to a pandemic must include catch-up vaccinations because missed vaccines increase the population's and children's health risks.

6.
Adverse Drug Reactions Journal ; 23(7):337-341, 2021.
Article in Chinese | EMBASE | ID: covidwho-2306570

ABSTRACT

Vaccines have made great contributions to the prevention of infectious diseases, but vaccine hesitancy is widespread in the world. The reasons for vaccine hesitancy are complex, but the main reasons are the lack of public awareness of vaccine-preventable diseases and the lack of confidence in vaccine effectiveness and safety. In the context of the continuous spread of the coronavirus disease 2019 (COVID-19) epidemic, boosting public confidence and ensuring the orderly development of the vaccination work of COVID-19 vaccines and conventional vaccines are necessary to curb the resurgence of the COVID-19 epidemic and prevent the outbreak of various infectious diseases in China. Under the current situation, the main measures to deal with vaccine hesitancy are to play the role of health care institutions, improve public health literacy, normalize the public opinion orientation of the media platform, strengthen the supervision of vaccine clinical research and production, and do a good job in surveillance and compensation for adverse events following immunization.Copyright © 2021 by the Chinese Medical Association.

7.
Adverse Drug Reactions Journal ; 23(7):370-376, 2021.
Article in Chinese | EMBASE | ID: covidwho-2305504

ABSTRACT

Vaccine development and vaccination are the most effective means to prevent and control coronavirus disease 2019 (COVID-19). At present, there are 4 types of COVID-19 vaccines approved for emergency use by the World Health Organization and approved conditionally for marketing and emergency use by State Drug Administration of China, including inactivated vaccine, recombinant protein subunit vaccine, messenger RNA vaccine, and adenovirus vector-based vaccine. Pre-marketing clinical studies show that the vaccines above-mentioned can effectively stimulate the body's immune system to produce antibodies against COVID-19, the overall safety is good. Most of the adverse events after vaccination are mild or moderate. However, COVID-19 vaccination involves a large number and wide range of people, and its safety problems can not be ignored. The medical workers and researchers should be on high alert and conduct long-term monitoring to ensure vaccine safety.Copyright © 2021 by the Chinese Medical Association.

8.
Emerg Infect Dis ; 29(6): 1102-1108, 2023 06.
Article in English | MEDLINE | ID: covidwho-2303762

ABSTRACT

We describe animal-to-human transmission of SARS-CoV-2 in a zoo setting in Indiana, USA. A vaccinated African lion with physical limitations requiring hand feeding tested positive for SARS-CoV-2 after onset of respiratory signs. Zoo employees were screened, monitored prospectively for onset of symptoms, then rescreened as indicated; results were confirmed by using reverse transcription PCR and whole-genome virus sequencing when possible. Traceback investigation narrowed the source of infection to 1 of 6 persons. Three exposed employees subsequently had onset of symptoms, 2 with viral genomes identical to the lion's. Forward contact tracing investigation confirmed probable lion-to-human transmission. Close contact with large cats is a risk factor for bidirectional zoonotic SARS-CoV-2 transmission that should be considered when occupational health and biosecurity practices at zoos are designed and implemented. SARS-CoV-2 rapid testing and detection methods for big cats and other susceptible animals should be developed and validated to enable timely implementation of One Health investigations.


Subject(s)
COVID-19 , Lions , Animals , Humans , SARS-CoV-2/genetics , COVID-19/veterinary , Indiana/epidemiology , Contact Tracing
9.
ESMO Open ; 8(3): 101215, 2023 Jun.
Article in English | MEDLINE | ID: covidwho-2301639

ABSTRACT

Patients with cancer have a well-known and higher risk of vaccine-preventable diseases (VPDs). VPDs may cause severe complications in this setting due to immune system impairment, malnutrition and oncological treatments. Despite this evidence, vaccination rates are inadequate. The Italian Association of Medical Oncology [Associazione Italiana di Oncologia Medica (AIOM)] has been involved in vaccination awareness since 2014. Based on a careful review of the available data about the immunogenicity, effectiveness and safety of flu, pneumococcal and anti-severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccines, we report the recommendations of the AIOM about these vaccinations in adult patients with solid tumors. The AIOM recommends comprehensive education on the issue of VPDs. We believe that a multidisciplinary care model may improve the vaccination coverage in immunocompromised patients. Continued surveillance, implementation of preventive practices and future well-designed immunological prospective studies are essential for better management of our patients with cancer.


Subject(s)
COVID-19 , Influenza Vaccines , Influenza, Human , Neoplasms , Pneumococcal Infections , Adult , Humans , SARS-CoV-2 , Influenza, Human/complications , Prospective Studies , Seasons , COVID-19/prevention & control , COVID-19/complications , Neoplasms/complications , Neoplasms/therapy , Vaccination , Pneumococcal Infections/complications
10.
Machine Learning and Knowledge Extraction ; 5(1):175-198, 2023.
Article in English | Scopus | ID: covidwho-2279731

ABSTRACT

The aim of the study is to show whether it is possible to predict infectious disease outbreaks early, by using machine learning. This study was carried out following the guidelines of the Cochrane Collaboration and the meta-analysis of observational studies in epidemiology and the preferred reporting items for systematic reviews and meta-analyses. The suitable bibliography on PubMed/Medline and Scopus was searched by combining text, words, and titles on medical topics. At the end of the search, this systematic review contained 75 records. The studies analyzed in this systematic review demonstrate that it is possible to predict the incidence and trends of some infectious diseases;by combining several techniques and types of machine learning, it is possible to obtain accurate and plausible results. © 2023 by the authors.

11.
Int J Environ Res Public Health ; 20(5)2023 02 25.
Article in English | MEDLINE | ID: covidwho-2288340

ABSTRACT

Doctors, as with all healthcare workers, are a specific risk group due to a high probability of contact with contagious pathogens. An online survey was conducted among Polish doctors to establish their use of protective vaccination to decrease their personal risk of infection. The online survey was conducted using questions about medics' vaccination decisions and approaches. The results revealed that immunization against VPDs for most participants was not adequate based on recommendations or developments in vaccinology. To increase vaccination as a prophylactic method among doctors, especially those not involved in the immunization of patients, an educational campaign is demanded. As non-immunized medics are at risk themselves and are also a threat to the safety of patients, legal changes and the monitoring of vaccine acceptance and perception among medics are required.


Subject(s)
Physicians , Vaccines , Humans , Vaccination , Immunization , Health Personnel
12.
Vaccines (Basel) ; 11(2)2023 Feb 13.
Article in English | MEDLINE | ID: covidwho-2267161

ABSTRACT

Vaccines prevent 4-5 million deaths every year, but inequities in vaccine coverage persist among key disadvantaged subpopulations. Under-immunized subpopulations (e.g., migrants, slum residents) may be consistently missed with conventional methods for estimating immunization coverage and assessing vaccination barriers. Adaptive sampling, such as respondent-driven sampling, may offer useful strategies for identifying and collecting data from these subpopulations that are often "hidden" or hard-to-reach. However, use of these adaptive sampling approaches in the field of global immunization has not been systematically documented. We searched PubMed, Scopus, and Embase databases to identify eligible studies published through November 2020 that used an adaptive sampling method to collect immunization-related data. From the eligible studies, we extracted relevant data on their objectives, setting and target population, and sampling methods. We categorized sampling methods and assessed their frequencies. Twenty-three studies met the inclusion criteria out of the 3069 articles screened for eligibility. Peer-driven sampling was the most frequently used adaptive sampling method (57%), followed by geospatial sampling (30%), venue-based sampling (17%), ethnographic mapping (9%), and compact segment sampling (9%). Sixty-one percent of studies were conducted in upper-middle-income or high-income countries. Data on immunization uptake were collected in 65% of studies, and data on knowledge and attitudes about immunizations were collected in 57% of studies. We found limited use of adaptive sampling methods in measuring immunization coverage and understanding determinants of vaccination uptake. The current under-utilization of adaptive sampling approaches leaves much room for improvement in how immunization programs calibrate their strategies to reach "hidden" subpopulations.

13.
Epidemiol Infect ; 151: e42, 2023 02 21.
Article in English | MEDLINE | ID: covidwho-2279410

ABSTRACT

Our study population consisted of all children and adolescents, with laboratory-confirmed SARS-Co-V-2 infection, hospitalised from February 2020 through February 2022, among residents of the Tel Aviv (TA) District, Israel. There were 491 children and adolescents hospitalised with Sars-CoV-2 infection. Among them, 281 (57%) admitted with coronavirus disease 2019 (COVID-19) as the primary cause of admission (rate of 39 per 100 000). Among all children and adolescents in the TA District, the highest hospitalisation rates were observed among infants and children below the age of 4 years (rate of 311 per 100 000 population). Severe disease was observed mostly among children with multiple underlying medical conditions. Admission rates were also elevated among residents of the ultra-orthodox community (rate ratio (RR) compared to the rest of the district; 95% confidence interval (CI) 2.38-3.82). Admission rates with COVID-19 as primary cause of admission were higher during Omicron compared to Delta predominance period (RR 1.7; 95% CI 1.22-2.32). Targeted social and public health policies should be put in place when rates of disease start to increase, such as encouraging vaccine uptake for eligible children and social distancing when necessary, taking into account already existing social and learning gaps, in order to reduce the burden of disease.


Subject(s)
COVID-19 , Coinfection , Infant , Humans , Adolescent , Child , Child, Preschool , Israel/epidemiology , COVID-19/epidemiology , SARS-CoV-2 , Demography
14.
Vaccines (Basel) ; 11(3)2023 Feb 22.
Article in English | MEDLINE | ID: covidwho-2278270

ABSTRACT

Despite its effectiveness in preventing invasive meningococcal disease (IMD), pediatric uptake of recombinant meningococcal vaccination for serogroup B meningitis (MenB) is low in Italy. This study aimed to investigate knowledge, attitudes, and practice (KAP) about IMD and the vaccine uptake for MenB from July to December 2019, in a sample collected from a series of local Facebook discussion groups from the provinces of Parma and Reggio Emilia (North-Eastern Italy; 337,104 registered users). A self-administered anonymous web-based questionnaire was used to collect demographics, knowledge status, perceived risk for contracting meningitis, attitude towards the utility of meningococcal vaccine, and willingness to receive/perform MenB vaccine in their offspring. In total, 541 parents returned a fully completed questionnaire (response rate of 1.6% of potential recipients), with a mean age of 39.2 years ± 6.3 (78.1% females). Meningococcal infection was identified as severe or highly severe by most participants (88.9%), while it was recognized as being frequent/highly frequent in the general population by 18.6% of respondents. The overall knowledge status was unsatisfactory (57.6% ± 33.6 of correct answers to the knowledge test). Even though 63.4% of participants were somewhat favorable to MenB/MenC vaccines, offspring's vaccination towards MenB was reported by only 38.7% of participants. In a binary logistic regression model, the male gender of respondents (adjusted odds ratio [aOR] 3.184, 95% confidence interval [95%CI] 1.772 to 5.721), living in a municipality >15,000 inhabitants (aOR 1.675, 95%CI 1.051 to 2.668), reporting a favorable attitude on meningococcus B vaccine (aOR 12.472, 95%CI 3.030 to 51.338), having been vaccinated against serogroup B (aOR 5.624, 95%CI 1.936 to 16.337) and/or serogroup C (aOR 2.652, 95%CI 1.442 to 4.872), and having previously vaccinated their offspring against serogroup C meningococcus (aOR 6.585, 95%CI 3.648 to 11.888) were characterized as positive effectors of offspring's vaccination. On the contrary, having a higher risk perception on vaccines was identified as the only negative effector (aOR 0.429, 95%CI 0.241 to 0.765). Our results hint towards extensive knowledge gaps on IMD and preventive interventions in the general population, suggesting that a positive attitude towards vaccines and vaccinations could be identified as the main effector also for MenB acceptance. Interventions in the general population aimed at improving confidence, compliance, and acknowledgment of the collective responsibility, as well as preventing actual constraints and the sharing of false beliefs on infectious diseases and their preventive measures, could therefore increase vaccination acceptance in both targeted individuals and their offspring.

15.
Emerg Infect Dis ; 29(5): 937-944, 2023 05.
Article in English | MEDLINE | ID: covidwho-2275438

ABSTRACT

During the COVID-19 pandemic, US schools have been encouraged to take a layered approach to prevention, incorporating multiple strategies to curb transmission of SARS-CoV-2. Using survey data representative of US public K-12 schools (N = 437), we determined prevalence estimates of COVID-19 prevention strategies early in the 2021-22 school year and describe disparities in implementing strategies by school characteristics. Prevalence of prevention strategies ranged from 9.3% (offered COVID-19 screening testing to students and staff) to 95.1% (had a school-based system to report COVID-19 outcomes). Schools with a full-time school nurse or school-based health center had significantly higher odds of implementing several strategies, including those related to COVID-19 vaccination. We identified additional disparities in prevalence of strategies by locale, school level, and poverty. Advancing school health workforce and infrastructure, ensuring schools use available COVID-19 funding effectively, and promoting efforts in schools with the lowest prevalence of infection prevention strategies are needed for pandemic preparedness.


Subject(s)
COVID-19 , Humans , United States/epidemiology , COVID-19/epidemiology , COVID-19/prevention & control , SARS-CoV-2 , Pandemics/prevention & control , COVID-19 Vaccines , Schools
16.
J Prev Med Hyg ; 63(4): E513-E519, 2022 Dec.
Article in English | MEDLINE | ID: covidwho-2255522

ABSTRACT

Introduction: The COVID-19 pandemic has severely impacted routine immunization activities and a decline in vaccination coverage has been documented around the world. The aim of this study was to assess the impact of the direct and indirect effects of the COVID-19 pandemic on routine childhood vaccination coverage in the Province of Siracusa, Italy. Methods: We compared 2020 and 2019 vaccination coverage by age group and vaccine type. Results were considered statistically significant at a two-tailed p-value ≤ 0.05. Results: Our findings show that vaccination coverage rates for mandatory and recommended vaccinations decreased in 2020 compared with the previous year (range from -1.4% to -7.8%). Anti-rotavirus vaccination increased (+4.8%, as compared to 2019), while the reductions observed for polio vaccination (hexavalent) and human papillomavirus vaccination in males were not statistically significant. The reduction did not hit the population in the same manner, with the greater decreases observed for children aged > 24 months compared to the younger (-5.7% vs -2.2%) and for booster doses compared to the primary vaccinations (-6.4% vs -2.6%). Conclusions: This study found that vaccination coverage of routine childhood immunisations was negatively affected during the COVID-19 pandemic in the Province of Siracusa. It is of huge importance to put in place some catch-up programs to ensure vaccinations at the earliest of individuals who missed immunization during the pandemic.


Subject(s)
COVID-19 , Papillomavirus Infections , Papillomavirus Vaccines , Child , Male , Humans , Infant , COVID-19/prevention & control , Vaccination Coverage , Pandemics/prevention & control , Vaccination , Italy/epidemiology , Immunization Programs
17.
Emerg Infect Dis ; 29(4): 792-796, 2023 04.
Article in English | MEDLINE | ID: covidwho-2280851

ABSTRACT

Since April 2022, waves of SARS-CoV-2 Omicron variant cases have surfaced in Taiwan and spread throughout the island. Using high-throughput sequencing of the SARS-CoV-2 genome, we analyzed 2,405 PCR-positive swab samples from 2,339 persons and identified the Omicron BA.2.3.7 variant as a major lineage within recent community outbreaks in Taiwan.


Subject(s)
COVID-19 , Humans , Taiwan/epidemiology , COVID-19/epidemiology , SARS-CoV-2/genetics , Disease Outbreaks
18.
Emerg Infect Dis ; 29(4): 723-733, 2023 04.
Article in English | MEDLINE | ID: covidwho-2274240

ABSTRACT

To assess changes in SARS-CoV-2 spike binding antibody prevalence in the Dominican Republic and implications for immunologic protection against variants of concern, we prospectively enrolled 2,300 patients with undifferentiated febrile illnesses in a study during March 2021-August 2022. We tested serum samples for spike antibodies and tested nasopharyngeal samples for acute SARS-CoV-2 infection using a reverse transcription PCR nucleic acid amplification test. Geometric mean spike antibody titers increased from 6.6 (95% CI 5.1-8.7) binding antibody units (BAU)/mL during March-June 2021 to 1,332 (95% CI 1,055-1,682) BAU/mL during May-August 2022. Multivariable binomial odds ratios for acute infection were 0.55 (95% CI 0.40-0.74), 0.38 (95% CI 0.27-0.55), and 0.27 (95% CI 0.18-0.40) for the second, third, and fourth versus the first anti-spike quartile; findings were similar by viral strain. Combining serologic and virologic screening might enable monitoring of discrete population immunologic markers and their implications for emergent variant transmission.


Subject(s)
COVID-19 , SARS-CoV-2 , Humans , Dominican Republic/epidemiology , COVID-19/epidemiology , Antibodies, Viral , Fever , Spike Glycoprotein, Coronavirus/genetics , Antibodies, Neutralizing
19.
Int J Environ Res Public Health ; 19(5)2022 Feb 26.
Article in English | MEDLINE | ID: covidwho-2274051

ABSTRACT

BACKGROUND: Vaccination is claimed to be a key intervention against the COVID-19 pandemic. A major challenge today is to increase vaccine acceptance as vaccine hesitancy has delayed the eradication of polio. This study aimed to identify predictors associated with vaccine acceptance in the context of the Expanded Program on Immunization among parents of children between the ages of 12 to 23 months in the Foumbot district, Cameroon. METHODS: The design of this study is a cross-sectional survey. A total of 160 mothers of children between the ages of 12 to 23 months were selected using a simple random sampling technique. A pre-tested structured questionnaire was used for data collection. Incomplete vaccination status was considered "vaccine hesitancy". Data was analyzed along with 95% confidence intervals and the p-value < 0.05. The results showed 60% vaccine acceptance and 40% vaccine hesitancy. Factors such as age-appropriate vaccination, knowledge of vaccine-preventable diseases (VPD), and religion were associated with vaccine acceptance. CONCLUSION: Poor knowledge of VPDs is a matter of concern as it contributes to vaccine hesitancy. The study findings provide the basis to heighten health education, the public perceived threat of the VPDs, and the consequences if no measures are taken to ensure health.


Subject(s)
COVID-19 , Vaccination Hesitancy , Cameroon , Child , Child, Preschool , Cross-Sectional Studies , Female , Humans , Immunization Programs , Infant , Pandemics , Patient Acceptance of Health Care , SARS-CoV-2
20.
Emerg Infect Dis ; 28(13): S69-S75, 2022 12.
Article in English | MEDLINE | ID: covidwho-2248261

ABSTRACT

We conducted 4,863 mobile phone and 1,715 face-to-face interviews of adults >18 years residing in Pakistan during June 2021-January 2022 that focused on opinions and practices related to COVID-19. Of those surveyed, 26.3% thought COVID-19 was inevitable, and 16.8% had tested for COVID-19. Survey participants who considered COVID-19 an inevitability shared such traits as urban residency, concerns about COVID-19, and belief that the virus is a serious medical threat. Survey respondents who had undergone COVID-19 testing shared similarities regarding employment status, education, mental health screening, and the consideration of COVID-19 as an inevitable disease. From this survey, we modeled suspected and confirmed COVID-19 cases and found nearly 3 times as many suspected and confirmed COVID-19 cases than had been reported. Our research also suggested undertesting for COVID-19 even in the presence of COVID-19 symptoms. Further research might help uncover the reasons behind undertesting and underreporting of COVID-19 in Pakistan.


Subject(s)
COVID-19 , Cell Phone , Adult , Humans , COVID-19 Testing , COVID-19/diagnosis , COVID-19/epidemiology , Pakistan/epidemiology , Phenotype
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