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1.
BMC Public Health ; 23(1): 1025, 2023 05 30.
Article in English | MEDLINE | ID: covidwho-20235605

ABSTRACT

BACKGROUND: This study investigated the associations between COVID-19 related stigma and post-traumatic stress symptoms (PTSS); and the associations between PTSS and COVID-19 related stigma, HIV status, COVID-19 status and key HIV population status. METHODS: This was a secondary analysis of data of 12,355 study participants generated through an online survey that recruited adults from 152 countries between July and December 2020. The dependent variables were COVID-19-related stigma and PTSS. The independent variables were HIV status (positive/negative), transaction sex (yes/no), use of psychoactive drugs (yes/no), and vulnerability status (transaction sex workers, people who use psychoactive drugs, living with HIV, and COVID-19 status). The confounding variables were age, sex at birth (male/female), level of education, sexual minority individuals (yes/no) and country income level. Multivariable logistic regression analyses were conducted to determine associations between the dependent and independent variables after adjusting for confounders. RESULTS: There were 835 (6.8%) participants who experienced COVID-19 related stigma during the pandemic and 3,824 (31.0%) participants reported PTSS. Respondents who were living with HIV (AOR: 1.979; 95%CI: 1.522-2.573), tested positive for COVID-19 (AOR: 3.369; 95%CI: 2.692-4.217), engaged in transactional sex (AOR: 1.428; 95%CI: 1.060-1.922) and used psychoactive drugs (AOR: 1.364; 95%CI: 1.053-1.767) had significantly higher odds of experiencing COVID-19 related stigma. Individuals with vulnerability status (AOR:4.610; 95%CI: 1.590-13.368) and who experienced COVID-19 related stigma (AOR: 2.218; 95%CI: 1.920-2.561) had significantly higher odds of PTSS. CONCLUSION: Individuals with vulnerability status may be at increased risk for COVID-19 related stigma. Key and vulnerable populations who were living with HIV and who experienced stigma may be at a higher risk of experiencing PTSS. Populations at risk for PTSS should be routinely screened and provided adequate support when they contract COVID-19 to reduce the risk for poor mental health during COVID-19 outbreaks and during future health crisis with similar magnitude as the COVID-19 pandemic.


Subject(s)
COVID-19 , HIV Infections , Stress Disorders, Post-Traumatic , Adult , Infant, Newborn , Humans , Male , Female , Homosexuality, Male , Pandemics , Stress Disorders, Post-Traumatic/epidemiology , COVID-19/epidemiology , HIV Infections/epidemiology , HIV Infections/psychology , Perception
2.
Vaccines (Basel) ; 11(5)2023 Apr 25.
Article in English | MEDLINE | ID: covidwho-20239100

ABSTRACT

During the ongoing multi-country monkeypox (Mpox) outbreak, healthcare workers (HCWs) have represented a key group in mitigating disease spread. The current study aimed to evaluate the attitude of nurses and physicians in Jordan towards Mpox vaccination, as well as their attitude towards compulsory vaccination against coronavirus disease 2019 (COVID-19), influenza, and Mpox. An online survey was distributed in January 2023 based on the previously validated 5C scale for psychological determinants of vaccination. Previous vaccination behavior was assessed by inquiring about the history of getting the primary and booster COVID-19 vaccination, influenza vaccine uptake during COVID-19, and any history of influenza vaccine uptake. The study sample consisted of 495 respondents: nurses (n = 302, 61.0%) and physicians (n = 193, 39.0%). Four hundred and thirty respondents (86.9%) had heard of Mpox before the study, and formed the final sample considered for Mpox knowledge analysis. Deficiencies in Mpox knowledge were reflected in a mean knowledge score of 13.3 ± 2.7 (out of 20.0 as the maximum score), with significantly lower knowledge among nurses and females. The intention to receive Mpox vaccination was reported by 28.9% of the participants (n = 143), while 33.3% were hesitant (n = 165), and 37.8% were resistant (n = 187). In multivariate analysis, Mpox vaccine acceptance was significantly associated with previous vaccination behavior, reflected in higher vaccine uptake and with higher 5C scores, while Mpox knowledge was not correlated with Mpox vaccination intention. The overall attitude towards compulsory vaccination was neutral, while a favorable attitude towards compulsory vaccination was associated with higher 5C scores and a history of previous vaccination uptake. The current study showed a low intention to get Mpox vaccination in a sample of nurses and physicians practicing in Jordan. The psychological factors and previous vaccination behavior appeared as the most significant determinants of Mpox vaccine acceptance and of attitudes towards compulsory vaccination. The consideration of these factors is central to policies and strategies aiming to promote vaccination among health professionals in efforts to prepare for future infectious disease epidemics.

3.
Cureus ; 15(2): e35029, 2023 Feb.
Article in English | MEDLINE | ID: covidwho-2279476

ABSTRACT

BACKGROUND: Being on the verge of a revolutionary approach to gathering information, ChatGPT (an artificial intelligence (AI)-based language model developed by OpenAI, and capable of producing human-like text) could be the prime motive of a paradigm shift on how humans will acquire information. Despite the concerns related to the use of such a promising tool in relation to the future of the quality of education, this technology will soon be incorporated into web search engines mandating the need to evaluate the output of such a tool. Previous studies showed that dependence on some sources of online information (e.g., social media platforms) was associated with higher rates of vaccination hesitancy. Therefore, the aim of the current study was to describe the output of ChatGPT regarding coronavirus disease 2019 (COVID-19) vaccine conspiracy beliefs. and compulsory vaccination. METHODS: The current descriptive study was conducted on January 14, 2023 using the ChatGPT from OpenAI (OpenAI, L.L.C., San Francisco, CA, USA). The output was evaluated by two authors and the degree of agreement regarding the correctness, clarity, conciseness, and bias was evaluated using Cohen's kappa. RESULTS: The ChatGPT responses were dismissive of conspiratorial ideas about severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) origins labeling it as non-credible and lacking scientific evidence. Additionally, ChatGPT responses were totally against COVID-19 vaccine conspiracy statements. Regarding compulsory vaccination, ChatGPT responses were neutral citing the following as advantages of this strategy: protecting public health, maintaining herd immunity, reducing the spread of disease, cost-effectiveness, and legal obligation, and on the other hand, it cited the following as disadvantages of compulsory vaccination: ethical and legal concerns, mistrust and resistance, logistical challenges, and limited resources and knowledge. CONCLUSIONS: The current study showed that ChatGPT could be a source of information to challenge COVID-19 vaccine conspiracies. For compulsory vaccination, ChatGPT resonated with the divided opinion in the scientific community toward such a strategy; nevertheless, it detailed the pros and cons of this approach. As it currently stands, the judicious use of ChatGPT could be utilized as a user-friendly source of COVID-19 vaccine information that could challenge conspiracy ideas with clear, concise, and non-biased content. However, ChatGPT content cannot be used as an alternative to the original reliable sources of vaccine information (e.g., the World Health Organization [WHO] and the Centers for Disease Control and Prevention [CDC]).

4.
Tob Induc Dis ; 21: 14, 2023.
Article in English | MEDLINE | ID: covidwho-2277258

ABSTRACT

INTRODUCTION: The COVID-19 pandemic has inevitably led to monumental challenges, and alcohol drinking and tobacco use have unlikely been spared. This cross-sectional survey reports on factors associated with an increase in alcohol drinking and tobacco use during the COVID-19 pandemic. METHODS: An online survey conducted in 2020, generated data from 14899 adults residing in 105 countries. Dependent variables were changes in alcohol drinking and tobacco use. Independent variables were age, sex, education level, job loss, lost or reduced wages, investment/retirement benefits, interrupted substance addiction care, and income level of the countries. Multilevel logistic regression analysis was computed to explore the associations between dependent and independent variables in adjusted models using the backward stepwise method. The probability of including or excluding a covariate was set at p(in)<0.05 and p(out)>0.1, respectively. RESULTS: Of the regular alcohol consumers (N=4401), 22.9% reported an increase in their alcohol drinking. Of the regular tobacco users (N=2718), 31% reported an increase in their tobacco use. Job loss (Alcohol: AOR=1.26; Tobacco: AOR=1.32) and lost/reduced wages (Alcohol: AOR=1.52; Tobacco: AOR=1.52) were associated with higher odds of increased alcohol drinking and tobacco use. Many interruptions to addiction care (AOR=1.75) were associated with higher odds of increased alcohol drinking. Whereas no interruption to addiction care was associated with lower odds of increased alcohol drinking (AOR=0.77). Also, none (AOR=0.66) or some (AOR=0.70) interruptions to addiction care were associated with lower odds of increased tobacco use. CONCLUSIONS: This global survey alludes to the unintended consequences of the current COVID-19 pandemic on alcohol drinking and tobacco use. It is critical that the strategies for emergency responses should include support to ameliorate the impact of financial distress and disruption in substance dependence treatment services.

5.
Tobacco induced diseases ; 21, 2023.
Article in English | EuropePMC | ID: covidwho-2234639

ABSTRACT

INTRODUCTION The COVID-19 pandemic has inevitably led to monumental challenges, and alcohol drinking and tobacco use have unlikely been spared. This cross-sectional survey reports on factors associated with an increase in alcohol drinking and tobacco use during the COVID-19 pandemic. METHODS An online survey conducted in 2020, generated data from 14899 adults residing in 105 countries. Dependent variables were changes in alcohol drinking and tobacco use. Independent variables were age, sex, education level, job loss, lost or reduced wages, investment/retirement benefits, interrupted substance addiction care, and income level of the countries. Multilevel logistic regression analysis was computed to explore the associations between dependent and independent variables in adjusted models using the backward stepwise method. The probability of including or excluding a covariate was set at p(in)<0.05 and p(out)>0.1, respectively. RESULTS Of the regular alcohol consumers (N=4401), 22.9% reported an increase in their alcohol drinking. Of the regular tobacco users (N=2718), 31% reported an increase in their tobacco use. Job loss (Alcohol: AOR=1.26;Tobacco: AOR=1.32) and lost/reduced wages (Alcohol: AOR=1.52;Tobacco: AOR=1.52) were associated with higher odds of increased alcohol drinking and tobacco use. Many interruptions to addiction care (AOR=1.75) were associated with higher odds of increased alcohol drinking. Whereas no interruption to addiction care was associated with lower odds of increased alcohol drinking (AOR=0.77). Also, none (AOR=0.66) or some (AOR=0.70) interruptions to addiction care were associated with lower odds of increased tobacco use. CONCLUSIONS This global survey alludes to the unintended consequences of the current COVID-19 pandemic on alcohol drinking and tobacco use. It is critical that the strategies for emergency responses should include support to ameliorate the impact of financial distress and disruption in substance dependence treatment services.

6.
Int J Environ Res Public Health ; 20(2)2023 01 13.
Article in English | MEDLINE | ID: covidwho-2234821

ABSTRACT

BACKGROUND: Our study aimed to assess the differences between domestic and international students in terms of social support, vital exhaustion, and depression during the period of COVID-19 and to examine the relationships and potential effects of these factors on each other. METHODS: The online cross-sectional survey was conducted via Google Forms® at three time intervals during the pandemic. RESULTS: Here, 1320, 246, and 139 students completed our questionnaires in the different time intervals. The international students reported significantly lower values in terms of perceived social support. Concerning depression, the international female students reported higher values than the domestic female students. Significant correlations were found in both samples between vital exhaustion and depression, as well as between perceived social support and depression. CONCLUSION: In this study, the international students reported lower levels of perceived social support and higher levels of depression, particularly among females. The correlations between depression, social support, and vital exhaustion might highlight protective and risk factors. These findings emphasize the importance of addressing social support and mental health among university students, especially among international students who have a difficult time finding social support during times of stress, such as during the COVID-19 pandemic.


Subject(s)
COVID-19 , Humans , Female , COVID-19/epidemiology , Pandemics , Cross-Sectional Studies , Depression/epidemiology , Universities , Social Support , Students , Anxiety
7.
BMC Public Health ; 23(1): 90, 2023 01 12.
Article in English | MEDLINE | ID: covidwho-2196200

ABSTRACT

BACKGROUND: Healthcare services were significantly interrupted during the early phase of the COVID-19 pandemic. The aim of the present study was to determine the associations between sociodemographic factors and healthcare access during the first wave of the COVID-19 pandemic among individuals with critical care needs. METHODS: This was a secondary analysis of the data of 5,156 participants recruited from 152 countries during the first wave of the COVID-19 pandemic. The dependent variables were self-reported difficulty of access to health care, challenges with obtaining medication, and the use of alternative medical services. The independent variables were age at last birthday; sex at birth, level of education, employment status and the macro-social vulnerability status. The confounding variable was the country income level. Three multivariable logistic regression analyses were conducted to determine the associations between the dependent variables and the independent variables after adjusting for the confounder. RESULTS: Difficulty accessing health care services and obtaining medications was experienced by 1922 (37.3%) and 3746 (72.7%) participants respectively. Also, 1433 (27.8%) used alternative medical care. Retirees (AOR:1.59), unemployed (AOR:1.198), people living with HIV (AOR:2.36) and at increased risk of COVID-19 (AOR:2.10), people who used drugs (AOR:1.83) and transacted sex (AOR:1.971) had significantly higher odds for reporting difficulty with access to health care. Males (AOR:1.23), respondents with secondary level of education (AOR:1.39), retirees (AOR:2.19), unemployed (AOR:1.47), people living with HIV (AOR:2.46), people who used drugs (AOR:1.79), transacted sex (AOR:2.71) and those who might be (AOR: 1.66) and were at (AOR: 2.3) increased risk of severe COVID-19 had significantly higher odds for reporting difficulty with access to medications. People who used drugs (AOR:2.093) transacted sex (AOR:1.639), who might be (AOR: 1.211) and were at (AOR: 1.511) increased risk of severe COVID-19, and who had difficulty accessing usual healthcare (AOR: 9.047) and obtaining medications (AOR:2.16) had significantly higher odds of reporting alternative medical care use. People living with HIV (AOR:0.562) had significantly lower odds of using alternative medical care. CONCLUSION: We identified populations who had challenges with access to healthcare and obtaining medications used alternative medical care except for people living with HIV. Priority attention should be given to alternative medical care use during future health pandemics.


Subject(s)
COVID-19 , HIV Infections , Infant, Newborn , Male , Humans , Pandemics , COVID-19/epidemiology , Critical Care , Health Services Accessibility , Self Report , HIV Infections/epidemiology , HIV Infections/therapy
8.
Healthcare (Basel) ; 10(10)2022 Sep 24.
Article in English | MEDLINE | ID: covidwho-2043674

ABSTRACT

BACKGROUND: Several instruments are currently used to assess Coronavirus Disease 2019 (COVID-19) -induced psychological distress, including the 22-item Impact of Event Scale-Revised (IES-R). The IES-R is a self-administered scale used to assess post-traumatic stress disorder (PTSD). The current study aimed to examine the construct validity of the IES-R, based on the Rasch model, with COVID-19-related data, as well as to test the multilevel construct validity of the IES-R within and among countries during the pandemic crisis. METHODS: A multi-country web-based cross-sectional survey was conducted utilizing the 22-item IES-R. A total of 1020 participants enrolled in our survey, of whom 999 were included in the analyses. Data were analyzed using Rasch modeling and multilevel confirmatory factor analysis (MCFA). RESULTS: The Rasch modeling results of the IES-R demonstrated that the IES-R is a satisfactory instrument with the five-point Likert scale, asserting that its 22 items are significant contributors to assessing PTSD as a unidimensional construct covered by the items of the IES-R. The MCFA confirmed that the 22-item IES-R, with its three factors, including intrusion, avoidance, and hyperarousal, demonstrates adequate construct validity at the within- and among-country levels. However, the results of the Akaike information criterion (AIC) model determined that the 16-item IES-R is better than the 22-item IES-R. CONCLUSION: The results suggested that the 22-item IES-R is a reliable screening instrument for measuring PTSD related to the COVID-19 pandemic, and can be utilized to provide timely psychological health support, when needed, based on the screening results.

9.
Vaccines (Basel) ; 10(8)2022 Aug 19.
Article in English | MEDLINE | ID: covidwho-1997860

ABSTRACT

Vaccination to prevent influenza virus infection and to lessen its severity is recommended among healthcare workers (HCWs). Health professionals have a higher risk of exposure to viruses and could transmit the influenza virus to vulnerable patients who are prone to severe disease and mortality. The aim of the current study was to evaluate the levels of influenza vaccine acceptance and uptake as well as its determinants, among Jordanian HCWs over the last influenza season of 2021/2022. This study was based on a self-administered electronic survey that was distributed in March 2022. Psychological determinants of influenza vaccine acceptance and vaccine conspiracy beliefs were assessed using the previously validated 5C scale questionnaire (confidence, complacency, constraints, calculation and collective responsibility) and the vaccine conspiracy beliefs scale. The study sample comprised a total of 1218 HCWs: nurses (n = 412, 33.8%), physicians (n = 367, 30.1%), medical technicians (n = 182, 14.9%), pharmacists (n = 161, 13.2%) and dentists (n = 87, 7.1%), among others. About two-thirds of the study sample expressed willingness to receive influenza vaccination if provided free of charge (n = 807, 66.3%), whereas less than one-third were willing to pay for the vaccine (n = 388, 31.9%). The self-reported uptake of the influenza vaccine in the last influenza season was 62.8%. The following factors were significantly associated with higher acceptance of influenza vaccination if provided freely, as opposed to vaccine hesitancy/rejection: male sex; physicians and dentists among HCW categories; higher confidence and collective responsibility; and lower complacency, constraints and calculation. Higher influenza vaccine uptake was significantly correlated with nurses and physicians among HCW categories, older age, a higher monthly income, higher confidence and collective responsibility, lower complacency and constraints and lower embrace of general vaccine conspiracy beliefs. The results of the current study can provide helpful clues to improve influenza vaccine coverage among HCWs in Jordan. Consequently, this can help to protect vulnerable patient groups and reserve valuable resources in healthcare settings. Psychological determinants appeared to be the most significant factors for vaccine acceptance and uptake, whereas the embrace of general vaccine conspiracy beliefs was associated with lower rates of influenza vaccine uptake, which should be considered in educational and interventional measures aiming to promote influenza vaccination.

10.
BMC Public Health ; 22(1): 1375, 2022 07 18.
Article in English | MEDLINE | ID: covidwho-1938306

ABSTRACT

BACKGROUND: Huge efforts are being made to control the spread and impacts of the coronavirus pandemic using vaccines. However, willingness to be vaccinated depends on factors beyond the availability of vaccines. The aim of this study was three-folded: to assess children's rates of COVID-19 Vaccination as reported by parents, to explore parents' attitudes towards children's COVID-19 vaccination, and to examine the factors associated with parents' hesitancy towards children's vaccination in several countries in the Eastern Mediterranean Region (EMR). METHODS: This study utilized a cross-sectional descriptive design. A sample of 3744 parents from eight countries, namely, Iraq, Jordan, Kuwait, Lebanon, Palestine, Qatar, Saudi Arabia (KSA), and the United Arab Emirates (UAE), was conveniently approached and surveyed using Google forms from November to December 2021. The participants have responded to a 42-item questionnaire pertaining to socio-demographics, children vaccination status, knowledge about COVID-19 vaccines, and attitudes towards vaccinating children and the vaccine itself. The Statistical Package for Social Sciences (SPSS- IBM, Chicago, IL, USA) was used to analyze the data. A cross-tabulation analysis using the chi-square test was employed to assess significant differences between categorical variables and a backward Wald stepwise binary logistic regression analysis was performed to assess the independent effect of each factor after controlling for potential confounders. RESULTS: The prevalence of vaccinated children against COVID-19 was 32% as reported by the parents. Concerning parents' attitudes towards vaccines safety, about one third of participants (32.5%) believe that all vaccines are not safe. In the regression analysis, children's vaccination was significantly correlated with parents' age, education, occupation, parents' previous COVID-19 infection, and their vaccination status. Participants aged ≥50 years and those aged 40-50 years had an odds ratio of 17.9 (OR = 17.9, CI: 11.16-28.97) and 13.2 (OR = 13.2, CI: 8.42-20.88); respectively, for vaccinating their children compared to those aged 18-29 years. Parents who had COVID-19 vaccine were about five folds more likely to vaccinate their children compared with parents who did not receive the vaccine (OR = 4.9, CI: 3.12-7.70). The prevalence of children's vaccination in the participating Arab countries is still not promising. CONCLUSION: To encourage parents, vaccinate their children against COVID-19, Arab governments should strategize accordingly. Reassurance of the efficacy and effectiveness of the vaccine should target the general population using educational campaigns, social media, and official TV and radio channels.


Subject(s)
COVID-19 , Vaccines , COVID-19/epidemiology , COVID-19/prevention & control , COVID-19 Vaccines , Child , Cross-Sectional Studies , Health Knowledge, Attitudes, Practice , Humans , Parents , Vaccination , Vaccination Hesitancy
11.
Heliyon ; 8(7): e09928, 2022 Jul.
Article in English | MEDLINE | ID: covidwho-1926479

ABSTRACT

Introduction: Online learning is becoming a crucial part of the educational process worldwide, especially after the recent COVID-19 pandemic. This study was designed to assess medical students' perception toward online learning and their perceived preparedness and barriers during the COVID-19 pandemic. Methods: An electronic-based, cross-sectional survey was used to recruit eligible students in Pharmacy, Doctor of Pharmacy, Medicine, Nursing, Dentistry, and Veterinary Medicine programs at various Jordanian universities (public and private). Descriptive and linear regression analysis were conducted using S.P.S.S. software. The perception score was calculated based on a 5-point Likert scale. Results: A total of 939 students agreed to participate in this study. The prominent category was females (n = 691, 73.6%), the median age of students was 22.0 years (IQR = 2.0), and around 56% of the students study in private universities (n = 520, 55.6%). More than half of the students reported that their experiences were unsatisfactory or very unsatisfactory (n = 510, 54.3%). The majority of students preferred face-to-face communication with their professors and colleagues and considered it more effective (n = 682, 72.6%). The median of the mean perception score was 2.4 (IQR = 1.1). Regarding challenges and barriers, more than 70% reported weak internet connection, E-learning boredom, and lack of motivation (n = 723, 77.0%). Conclusion: This study reported inadequate satisfaction and perception towards the current experience in E-learning during the COVID-19 pandemic. It also discussed the barriers and challenges hindering this transition, such as weak internet connection and the lack of motivation, indicating a need for implementing new pedagogies to enhance students' experiences regarding online education.

12.
Glob Health Promot ; 29(2): 97-101, 2022 06.
Article in English | MEDLINE | ID: covidwho-1902323

ABSTRACT

Tobacco use still represents a major threat to global public health and this calls for extensive efforts to control tobacco products and advocate harm-reduction policies. Recent global trends of prevalence rates in smoking are promising, as trajectories show a decline in all World Health Organization regions. Yet, this decline varies significantly at the national level. Jordan, as a country in the Eastern Mediterranean Region, has been in a long battle against tobacco. Despite that, the country is found to have one of the highest prevalence rates of tobacco use in the region and the world. Many challenges slow down effective and successful anti-tobacco policy implementation in Jordan, most notably cultural influences on smoking and the interference of the tobacco industry in tobacco policy making. Decision makers in Jordan should consider strengthening of anti-tobacco measures to avoid a public health catastrophe if tobacco use keeps rising at the current pace.


Subject(s)
Tobacco Industry , Tobacco Products , Health Policy , Humans , Jordan/epidemiology , Smoking Prevention , Tobacco , Tobacco Use/epidemiology , World Health Organization
13.
Inform Med Unlocked ; 25: 100691, 2021.
Article in English | MEDLINE | ID: covidwho-1804331

ABSTRACT

OBJECTIVES: The COVID-19 pandemic is considered a major threat to global public health. The aim of our study was to use the official epidemiological data to forecast the epidemic curves (daily new cases) of the COVID-19 using Artificial Intelligence (AI)-based Recurrent Neural Networks (RNNs), then to compare and validate the predicted models with the observed data. METHODS: We used publicly available datasets from the World Health Organization and Johns Hopkins University to create a training dataset, then we employed RNNs with gated recurring units (Long Short-Term Memory - LSTM units) to create two prediction models. Our proposed approach considers an ensemble-based system, which is realized by interconnecting several neural networks. To achieve the appropriate diversity, we froze some network layers that control the way how the model parameters are updated. In addition, we could provide country-specific predictions by transfer learning, and with extra feature injections from governmental constraints, better predictions in the longer term are achieved. We have calculated the Root Mean Squared Logarithmic Error (RMSLE), Root Mean Square Error (RMSE), and Mean Absolute Percentage Error (MAPE) to thoroughly compare our model predictions with the observed data. RESULTS: We reported the predicted curves for France, Germany, Hungary, Italy, Spain, the United Kingdom, and the United States of America. The result of our study underscores that the COVID-19 pandemic is a propagated source epidemic, therefore repeated peaks on the epidemic curve are to be anticipated. Besides, the errors between the predicted and validated data and trends seem to be low. CONCLUSION: Our proposed model has shown satisfactory accuracy in predicting the new cases of COVID-19 in certain contexts. The influence of this pandemic is significant worldwide and has already impacted most life domains. Decision-makers must be aware, that even if strict public health measures are executed and sustained, future peaks of infections are possible. The AI-based models are useful tools for forecasting epidemics as these models can be recalculated according to the newly observed data to get a more precise forecasting.

14.
Front Public Health ; 10: 779498, 2022.
Article in English | MEDLINE | ID: covidwho-1798917

ABSTRACT

Background: Multiple facets of the pandemic can be a source of fear, depression, anxiety and can cause changes in sleep patterns. The aim of this study was to identify health profiles and the COVID-19 pandemic related factors associated with fear, depression, anxiety and changes in sleep pattern in adults in Nigeria. Methods: The data for this analysis was extracted from a cross-sectional online survey that collected information about mental health and well-ness from a convenience sample of adults 18 years and above resident in Nigeria from July to December 2020. Study participants were asked to complete an anonymous, closed-ended online questionnaire that solicited information on sociodemographic profile, health profiles (high, moderate and low COVID-19 infection risk profile) including HIV status, COVID-19 status, and self-reported experiences of fear, anxiety, depression and changes in sleep patterns. Results: In total, 4,439 participants with mean age of 38.3 (±11.6) years responded to the survey. Factors associated with higher odds of having COVID-19 related fear were health risk (p < 0.05); living with HIV (AOR: 3.88; 95% CI: 3.22-4.69); having COVID-19 symptoms but not tested (AOR: 1.61; 95% CI: 1.30-1.99); having a friend who tested positive to COVID-19 (AOR: 1.28; 95% CI: 1.07-1.53) and knowing someone who died from COVID-19 (AOR: 1.43; 95% CI: 1.24-1.65). The odds of feeling anxious was significantly higher for those with moderate or low health risk profile (p < 0.05); living with HIV (AOR: 1.64; 95% CI: 1.32-2.04); had a friend who tested positive for COVID-19 (AOR: 1.35; 95% CI: 1.08-1.68) or knew someone who died from COVID-19 (AOR: 1.53; 95% CI: 1.28-1.84). The odds of feeling depressed was significantly higher for those with health risk profile (p < 0.05); living with HIV (AOR: 2.49; 95% CI: 1.89-3.28); and respondents who had COVID-19 symptoms but had not taken a test (AOR: 1.41; 95% CI: 1.02-1.94). Factors associated with higher odds of having sleep pattern changes were having moderate and low health risk profiles (p < 0.05). Conclusion: The study findings suggest that the pandemic may cause fear, anxiety, depression and changes in sleep patterns differently for people with different health profile, HIV status and COVID-19 status.


Subject(s)
COVID-19 , HIV Infections , Adult , Anxiety/epidemiology , Anxiety/psychology , COVID-19/epidemiology , Cross-Sectional Studies , Depression/epidemiology , Depression/psychology , Fear , HIV Infections/complications , HIV Infections/epidemiology , Humans , Nigeria/epidemiology , Pandemics , Sleep
15.
BMC Psychiatry Vol 22 2022, ArtID 145 ; 22, 2022.
Article in English | APA PsycInfo | ID: covidwho-1766592

ABSTRACT

Reports an error in "Factors associated with Covid-19 pandemic induced post-traumatic stress symptoms among adults living with and without HIV in Nigeria: A cross-sectional study" by Morenike Oluwatoyin Folayan, Olanrewaju Ibigbami, Maha ElTantawi, Giuliana Florencia Abeldano, Eshrat Ara, Martin Amogre Ayanore, Passent Ellakany, Balgis Gaffar, Nuraldeen Maher Al-Khanati, Ifeoma Idigbe, Anthonia Omotola Ishabiyi, Mohammed Jafer, Abeedah Tu-Allah Khan, Zumama Khalid, Folake Barakat Lawal, Joanne Lusher, Ntombifuthi P. Nzimande, Bamidele Emmanuel Osamika, Bamidele Olubukola Popoola, Mir Faeq Ali Quadri, Mark Roque, Anas Shamala, Ala'a B. Al-Tammemi, Muhammad Abrar Yousaf, Jorma I. Virtanen, Roberto Ariel Abeldano Zuniga, Joseph Chukwudi Okeibunor and Annie Lu Nguyen (BMC Psychiatry, 2022[Jan][21], Vol 22[48]). In the original article, affiliation 7 is incorrectly assigned to Eshrat Ara. The correct affiliations are given in erratum. (The following of the original article appeared in record 2022-26374-001). Background: Nigeria is a country with high risk for traumatic incidences, now aggravated by the COVID-19 pandemic. This study aimed to identify differences in COVID-19 related post-traumatic stress symptoms (PTSS) among people living and not living with HIV;to assess whether PTSS were associated with COVID-19 pandemic-related anger, loneliness, social isolation, and social support;and to determine the association between PTSS and use of COVID-19 prevention strategies. Methods: The data of the 3761 respondents for this analysis was extracted from a cross-sectional online survey that collected information about mental health and wellness from a convenience sample of adults, 18 years and above, in Nigeria from July to December 2020. Information was collected on the study's dependent variable (PTSS), independent variables (self-reported COVID-19, HIV status, use of COVID-19 prevention strategies, perception of social isolation, access to emotional support, feelings of anger and loneliness), and potential confounder (age, sex at birth, employment status). A binary logistic regression model tested the associations between independent and dependent variables. Results: Nearly half (47.5%) of the respondents had PTSS. People who had symptoms but were not tested (AOR = 2.20), felt socially isolated (AOR = 1.16), angry (AOR = 2.64), or lonely (AOR = 2.19) had significantly greater odds of reporting PTSS (p < 0.001). People living with HIV (AOR = 0.39), those who wore masks (AOR = 0.62) and those who had emotional support (AOR = 0.63), had lower odds of reporting PTSS (p < .05). Conclusion: The present study identified some multifaceted relationships between post-traumatic stress, HIV status, facemask use, anger, loneliness, social isolation, and access to emotional support during this protracted COVID-19 pandemic. These findings have implications for the future health of those affected, particularly for individuals living in Nigeria. Public health education should be incorporated in programs targeting prevention and prompt diagnosis and treatment for post-traumatic stress disorder at the community level. (PsycInfo Database Record (c) 2022 APA, all rights reserved)

16.
Frontiers in public health ; 10, 2022.
Article in English | EuropePMC | ID: covidwho-1743851

ABSTRACT

Background Multiple facets of the pandemic can be a source of fear, depression, anxiety and can cause changes in sleep patterns. The aim of this study was to identify health profiles and the COVID-19 pandemic related factors associated with fear, depression, anxiety and changes in sleep pattern in adults in Nigeria. Methods The data for this analysis was extracted from a cross-sectional online survey that collected information about mental health and well-ness from a convenience sample of adults 18 years and above resident in Nigeria from July to December 2020. Study participants were asked to complete an anonymous, closed-ended online questionnaire that solicited information on sociodemographic profile, health profiles (high, moderate and low COVID-19 infection risk profile) including HIV status, COVID-19 status, and self-reported experiences of fear, anxiety, depression and changes in sleep patterns. Results In total, 4,439 participants with mean age of 38.3 (±11.6) years responded to the survey. Factors associated with higher odds of having COVID-19 related fear were health risk (p < 0.05);living with HIV (AOR: 3.88;95% CI: 3.22–4.69);having COVID-19 symptoms but not tested (AOR: 1.61;95% CI: 1.30–1.99);having a friend who tested positive to COVID-19 (AOR: 1.28;95% CI: 1.07–1.53) and knowing someone who died from COVID-19 (AOR: 1.43;95% CI: 1.24–1.65). The odds of feeling anxious was significantly higher for those with moderate or low health risk profile (p < 0.05);living with HIV (AOR: 1.64;95% CI: 1.32–2.04);had a friend who tested positive for COVID-19 (AOR: 1.35;95% CI: 1.08–1.68) or knew someone who died from COVID-19 (AOR: 1.53;95% CI: 1.28–1.84). The odds of feeling depressed was significantly higher for those with health risk profile (p < 0.05);living with HIV (AOR: 2.49;95% CI: 1.89–3.28);and respondents who had COVID-19 symptoms but had not taken a test (AOR: 1.41;95% CI: 1.02–1.94). Factors associated with higher odds of having sleep pattern changes were having moderate and low health risk profiles (p < 0.05). Conclusion The study findings suggest that the pandemic may cause fear, anxiety, depression and changes in sleep patterns differently for people with different health profile, HIV status and COVID-19 status.

17.
BMC Psychiatry ; 22(1): 48, 2022 01 21.
Article in English | MEDLINE | ID: covidwho-1643123

ABSTRACT

BACKGROUND: Nigeria is a country with high risk for traumatic incidences, now aggravated by the COVID-19 pandemic. This study aimed to identify differences in COVID-19 related post-traumatic stress symptoms (PTSS) among people living and not living with HIV; to assess whether PTSS were associated with COVID-19 pandemic-related anger, loneliness, social isolation, and social support; and to determine the association between PTSS and use of COVID-19 prevention strategies. METHODS: The data of the 3761 respondents for this analysis was extracted from a cross-sectional online survey that collected information about mental health and wellness from a convenience sample of adults, 18 years and above, in Nigeria from July to December 2020. Information was collected on the study's dependent variable (PTSS), independent variables (self-reported COVID-19, HIV status, use of COVID-19 prevention strategies, perception of social isolation, access to emotional support, feelings of anger and loneliness), and potential confounder (age, sex at birth, employment status). A binary logistic regression model tested the associations between independent and dependent variables. RESULTS: Nearly half (47.5%) of the respondents had PTSS. People who had symptoms but were not tested (AOR = 2.20), felt socially isolated (AOR = 1.16), angry (AOR = 2.64), or lonely (AOR = 2.19) had significantly greater odds of reporting PTSS (p < 0.001). People living with HIV (AOR = 0.39), those who wore masks (AOR = 0.62) and those who had emotional support (AOR = 0.63), had lower odds of reporting PTSS (p < .05). CONCLUSION: The present study identified some multifaceted relationships between post-traumatic stress, HIV status, facemask use, anger, loneliness, social isolation, and access to emotional support during this protracted COVID-19 pandemic. These findings have implications for the future health of those affected, particularly for individuals living in Nigeria. Public health education should be incorporated in programs targeting prevention and prompt diagnosis and treatment for post-traumatic stress disorder at the community level.


Subject(s)
COVID-19 , HIV Infections , Stress Disorders, Post-Traumatic , Adult , Cross-Sectional Studies , Female , HIV Infections/epidemiology , Humans , Infant, Newborn , Nigeria , Pandemics , SARS-CoV-2 , Stress Disorders, Post-Traumatic/epidemiology
18.
Tob Use Insights ; 14: 1179173X211053022, 2021.
Article in English | MEDLINE | ID: covidwho-1555066

ABSTRACT

BACKGROUND: The relationship between smoking and coronavirus disease-2019 (COVID-19) is still topical with mixed epidemiological evidence. However, the pandemic may affect people's beliefs toward smoking as well as their smoking behavior and quit intentions. Considering high smoking rates in Jordan, our current study aimed to assess the following domains in a community-based sample from Jordan: (i) the beliefs that surround smoking/vaping and COVID-19 and (ii) the pandemic impact on smoking behavior and quit intention. METHODS: A cross-sectional study was conducted in Jordan from March 9 to March 16, 2021, utilizing a web-based structured questionnaire. The questionnaire comprised 13 items on sociodemographic, health, and smoking profiles, 14 items to assess beliefs surrounding COVID-19 and the use of combustible cigarettes (CCs), waterpipe (WP), and electronic cigarettes (ECs), and 12 items to assess the pandemic impact on smoking behavior and quit intention. RESULTS: Of 2424 survey respondents who participated in our study, there were 1163 never-smokers, 1044 current smokers, and 217 ex-smokers. The mean age of participants was 35.2 years (SD: 11.06). Most participants have reported anti-smoking beliefs with around 72.9% believed that WP smoking is related to the risk of contracting COVID-19. Also, 71.7% believed that smoking CC may worsen the COVID-19 clinical course, while 74.1% of respondents believed that smoking has no protective effect against COVID-19. During the pandemic, about 28.1% and 19.3% of current smokers reported increased or reduced smoking, respectively. Besides, 459 current smokers have expressed their plans/intention to quit smoking during the pandemic, of whom 27.5% (n = 126) confirmed that the driving force for their decision is a COVID-19-related reason, such as self-protection (n = 123) and protection of family members (n = 121) which were the most cited reasons. Also, around 63 participants have successfully ceased smoking during the pandemic. However, only 22 of them reported that the main driving motivation of their successful quit attempt was the COVID-19 pandemic. CONCLUSION: Most participants' beliefs and attitudes were against smoking during the pandemic. Nevertheless, the double-edged effect of the pandemic on smoking habits should be carefully considered, and reliable anti-smoking measures should be strengthened and sustained in the country.

19.
Front Public Health ; 9: 745149, 2021.
Article in English | MEDLINE | ID: covidwho-1533722

ABSTRACT

Aims: This study aimed to (1) assess the non-pharmaceutical intervention (NPI) measures that were used by the Jordanian population against COVID-19, and (2) determine the sociodemographic and behavioral predictors of contracting COVID-19 with a focus on the utilization of personal precautionary measures. Methods: A descriptive questionnaire-based cross-sectional survey was used in this study. A structured web-based questionnaire was disseminated to the Jordanian community through social media platforms. Participants were asked a series of questions about socio-demographic characteristics, in addition to the knowledge, attitudes, and commitment toward using various personal precautionary measures (e.g., face mask, hand washing, social distancing) against the COVID-19. Data were analyzed using descriptive statistics, cross-tabulation, and binary logistic regression through SPSS®. Results: Responses from 7,746 participants were included in our final analyses. Descriptive statistics showed that most participants (82.6%) believed that face mask protects against COVID-19. Around 69.5% of the participants were completely committed to wearing a face mask, while 65% of the participants were completely committed to hand washing. The results of the regression analysis revealed that female gender (AOR = 1.2; 95% CI: 1.07-1.35; p = 0.002), having a family member infected with COVID-19 (AOR = 8.5; 95% Cl: 7.51-9.70; p = 0.001), having a health-related work or study (AOR = 1.2; 95% Cl: 1.09-1.38; p = 0.001), believing that face masks do not protect against COVID-19 (AOR = 1.3; 95% Cl: 1.12-1.47; p = 0.001), and partial commitment to handwashing (AOR = 1.2; 95% Cl: 1.11-1.75; p = 0.006) were all associated with an increased odds of contracting COVID-19 among the participants. Conclusion: Overall, commitment to non-pharmaceutical intervention (NPI) measures, such as wearing a face mask, hand washing, and physical distancing, was not optimal among Jordanians. This might explain the dramatic increase in the infectivity rate of the COVID-19 virus in the past few months in the country. More sustainable efforts regarding health promotion and strict policies are required to prevent a third wave of hitting the country and to prevent similar infectious threats in the future.


Subject(s)
COVID-19 , Attitude , Cross-Sectional Studies , Female , Humans , Masks , SARS-CoV-2
20.
SN Soc Sci ; 1(9): 240, 2021.
Article in English | MEDLINE | ID: covidwho-1482380

ABSTRACT

Stigmatization towards COVID-19 patients can lead to negative outcomes like social exclusion and bullying, and it may hinder the willingness of people to undergo testing. This study aimed to measure and explore the perception of stigmatization and bullying towards COVID-19 patients in Jordan. This was a web-based cross-sectional survey. Participants were recruited from social media platforms employing a snowball convenience sampling. The perception of bullying, beliefs regarding social consequences of infection, views on measures towards violators of patients' privacy, and how to reduce the stigma were assessed by self-reported measures. 397 participants returned completed questionnaires. The majority of respondents believed that COVID-19 patients in Jordan are getting bullied (n = 255, 64.3%) and over 80% believed that people enjoy sharing identities, or news about COVID-19 patients. Although most respondents had adequate knowledge regarding transmission/prevention of COVID-19, they believed that all or some of the COVID-19 patients practiced something wrong to get infected (n = 358, 90.2%). Moreover, 86.9% of respondents reported that people in Jordan were crossing their lines with bullying behaviors towards COVID-19 patients. However, these negative views would not discourage most respondents to get tested and follow the government's instructions if they or any of their acquaintances were suspected to be infected. Our study sheds the light on a high degree of stigma and bullying of COVID-19 patients during the early stage of the pandemic in Jordan. Hence, there is a need to develop and implement effective anti-stigma/anti-bullying campaigns that refute the misperception, raise public knowledge about COVID-19, and spread encouraging messages.

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