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1.
BMC Pregnancy Childbirth ; 24(1): 275, 2024 Apr 12.
Article in English | MEDLINE | ID: mdl-38609859

ABSTRACT

BACKGROUND: Cesarean section (C-section) rates, deemed a critical health indicator, have experienced a historical increase. The advent of the COVID-19 pandemic significantly impacted healthcare patterns including delays or lack of follow-up in treatment and an increased number of patients with acute problems in hospitals. This study aimed to explore whether the observed surge is a genuine consequence of pandemic-related factors. METHODS: This study employs an Interrupted Time Series (ITS) design to analyze monthly C-section rates from March 2018 to January 2023 in Kurdistan province, Iran. Segmented regression modeling is utilized for robust data analysis. RESULTS: The C-section rate did not show a significant change immediately after the onset of COVID-19. However, the monthly trend increased significantly during the post-pandemic period (p < 0.05). Among primigravid women, a significant monthly increase was observed before February 2020 (p < 0.05). No significant change was observed in the level or trend of C-section rates among primigravid women after the onset of COVID-19. CONCLUSION: This study underscores the significant and enduring impact of the COVID-19 pandemic in further increasing the C-section rates over the long term, the observed variations in C-section rates among primigravid women indicate that the COVID-19 pandemic had no statistically significant impact.


Subject(s)
COVID-19 , Pregnancy , Humans , Female , COVID-19/epidemiology , Cesarean Section , Pandemics , Data Analysis , Health Facilities
3.
Int J Equity Health ; 22(1): 257, 2023 Dec 11.
Article in English | MEDLINE | ID: mdl-38082298

ABSTRACT

BACKGROUND: The growing trend of informal settlements is a serious humanitarian crisis. Unmet need for health care services is an indicator to measure the state of equality and access to healthcare services. This study, for the first time in Iran, examined the prevalence of unmet needs for outpatient healthcare services and related socioeconomic inequalities among residents of informal settlements in Sanandaj city. METHODS: This cross-sectional study was conducted on informal settlements of Sanandaj city with a sample size of 1345 people. Data were collected using a questionnaire. Multivariate logistic regression was used to determine significant predictors of unmet needs for healthcare services. Concentration index (C) and concentration curve (CC) were calculated to measure inequality in the prevalence of unmet needs for healthcare services. RESULTS: The prevalence of unmet needs for outpatient healthcare services was 31.7%. Financial and physical barriers were the most common reasons for not using the needed services. The highest unmet need was related to dental (80.6%) and rehabilitation services (78.8%). Being elderly with about 2.3 times (OR: 2.37, 95% CI: 1.19-4.75), not having a job with about 1.7 times (OR: 1.70, 95% CI: 1.13-2.57) and having a low economic status with about 4 times (OR: 4.46, 95% CI: 2.39-9.70) increased the odds of experiencing unmet need for outpatient healthcare services. The value of concentration index showed that unmet need for outpatient healthcare services was significantly concentrated among people with lower economic status (C= -0.330, 95% CI: -0.432 to -0.227). CONCLUSION: The unmet need is high among people living in informal settlements of Sanandaj city and a significant part of the residents of these settlements does not have access to required healthcare services. Regardless of the needs of people living in these settlements, who constitute a large population of Iran, access to universal health coverage is not possible in such areas. Removing the identified obstacles and causes behind the unmet needs requires the interdisciplinary participation of all actors, including the government, the nation, and civil society.


Subject(s)
Health Services Accessibility , Outpatients , Humans , Aged , Iran , Cross-Sectional Studies , Socioeconomic Factors , Health Services Needs and Demand , Ambulatory Care
4.
Med J Islam Repub Iran ; 37: 96, 2023.
Article in English | MEDLINE | ID: mdl-38021391

ABSTRACT

Background: Excessive screen time has been associated with a variety of negative health outcomes. We aimed to evaluate screen time and phone and tablet use in Iranian adolescents and their relation to the socioeconomic status of adolescents' families in 2018. Methods: This descriptive-analytical study was carried out on 10-12-year-old adolescents from Kurdistan, Fars, and Markazi provinces. Cluster sampling was used for sampling. Data were collected by completing demographic questionnaires, calculating the BMI of adolescents and phone and tablet use, screen time, and socioeconomic status of the families. We used linear and logistic regression to estimate the final model. The concentration index was used to measure inequality and the Oaxaca decomposition to examine the different determinants of the inequality. Results: 1590 adolescents (52.58% boys) were enrolled in our study. Screen time activities were significantly higher in boys, older adolescents, higher BMIs, more educated mothers, and 35< year-old fathers (P < 0.05). The use of mobile phones and tablets was significantly higher among boys, ten-year-olds, families with four or fewer members, higher BMIs, adolescents with higher levels of parental education, and more educated mothers (P < 0.05). In addition, the concentration index for screen time activities (C = 0.083) and phone and tablet use (C = 0.536) showed that screen time and phone and tablet use activities were higher in adolescents with high socioeconomic status. Conclusion: Screen time, phone and tablet use were higher in adolescents with high socioeconomic status. Also, many other factors like gender, age, BMI, parents' education and age can affect screen time, phone and tablet use in adolescents.

5.
Brain Behav ; 13(12): e3288, 2023 12.
Article in English | MEDLINE | ID: mdl-37872677

ABSTRACT

OBJECTIVE: Alcohol use is more common among female sex workers (FSWs). This study assessed the prevalence of lifetime and past-month alcohol use and related factors among FSWs in Iran. METHODS: We conducted a cross-sectional survey among 1464 women from 8 major cities in Iran. Behavioral data were collected by trained interviewers and conducted face-to-face in a private room. Weighted analysis was used to determine the lifetime and past-month alcohol use prevalence. Univariate and multivariate logistic regression was used to investigate the association between alcohol use and independent variables. RESULTS: The most alcohol used in lifetime and past-month (weekly, less than once a week, and daily) in FSWs was 52.7% (12.25%, 12.94%, and 1.83%), respectively. In the final model, factors that were independently associated with alcohol use included the 31-40 years (AOR = 2.41, 95% CI: 1.13-5.15), education level of diploma (AOR = 2.43, 95% CI: 1.31-4.51), history of lifetime drug use (AOR = 2.79, 95% CI: 2.01-3.89), history of lifetime group sex (AOR = 2.07, 95% CI: 1.41-3.03), history of intentional abortion (AOR = 1.42, 95% CI: 1.06-1.92), six or more sexual clients in the last month (AOR = 3.25, 95% CI: 1.80-5.87), history of lifetime anal sex (AOR = 2.47, 95% CI: 1.82-3.35), and FSWs the married, temporarily married, and living with partner were positively associated with lifetime alcohol use. CONCLUSION: Alcohol use is prevalent among FSWs in Iran. Further prevention programs are needed to address and reduce harms associated with alcohol use among this vulnerable population in Iran. Designing intervention programs, it is suggested to consider other variables affecting alcohol use in FSWs.


Subject(s)
Sex Workers , Pregnancy , Female , Humans , Iran/epidemiology , Cross-Sectional Studies , Sexual Behavior , Alcohol Drinking/epidemiology , Prevalence , Risk Factors
6.
Asian Pac J Cancer Prev ; 24(10): 3335-3343, 2023 Oct 01.
Article in English | MEDLINE | ID: mdl-37898836

ABSTRACT

The objective of this study was to determine the survival rate and the effects of different treatments on patients with inflammatory breast cancer (IBC). The study employed a systematic approach that included a search strategy across four databases: Embase, Web of Sciences, PubMed, and Scopus. The results obtained were screened initially by titles and abstracts, followed by full-texts in EndNote 8 software. The next stage involved data extraction and qualitative evaluation, where the Metan command was used to estimate the pooled survival rate. A total of 28 studies with a sample size of 63,796 were finally analyzed. The overall 3- and 5-year survival rates (OS) for IBC patients were found to be 52% (95% CI; 46-58%, I2: 99.42%) and 61% (95% CI; 53-69%, I2: 93.63%), respectively. The 5-year OS rates in patients with non-metastatic and metastatic IBC were 59% (95% CI; 54-63%, I2: 98.31%) and 30% (95% CI; 26-35%, I2: 50.84%), respectively. The 5-year OS rate in non-metastatic patients who underwent BCS surgery was 60% (CI 95%; 26-94%, I2: 95.13%). The overall 5- and 3-year OS rates for patients with IBC were lower than those for all types of breast cancer, and the rates were even lower in patients with metastasis. Therefore, it is recommended that healthcare workers and women at risk should be vigilant of early symptoms of IBC to prevent metastasis by seeking medical attention on time.


Subject(s)
Inflammatory Breast Neoplasms , Humans , Female , Inflammatory Breast Neoplasms/therapy , Inflammatory Breast Neoplasms/pathology , Survival Rate
7.
Virol J ; 20(1): 213, 2023 09 14.
Article in English | MEDLINE | ID: mdl-37710321

ABSTRACT

BACKGROUND: The effect of HBV on neonatal and maternal outcomes can create a basis for more accurate clinical decision-making. So, the aim of this meta-analysis is to detrmine the effect of chronic hepatitis B virus on the risk of pregnancy outcomes by combining cohort studies. METHODS: International databases in this meta-analysis included the Cumulated Index to Nursing and Allied Health Literature (CINAHL), SPORT Discuss via the EBSCO interface, PubMed (Medline), Scopus, Web of Science, Embase, which were searched up to April 2023. All cohort studies reporting the risk ratio (RR) with a 95% confidence interval (CI) were included in the study. The quality assessment was done based on the Newcastle-Ottawa Scale (NOS). RESULTS: Finally, thirty-five cohort studies were selected for meta-analysis. Outcomes of interest included pre-eclampsia, gestational diabetes, abortion, preterm birth, infant death, and other related outcomes. Results showed that the pooled RR for incident gestational diabetes in pregnant women with choronic hepatitis B infection was 1.16 (RR: 1.16; 95% CI 1.13-1.18; I-square: 92.89%; P value: 0.00). Similarly, the association between the presence of hepatitis B infection in pregnant women and the occurrence of pre-eclampsia was 1.10 (RR: 1.10; 95% CI 1.04-1.16; I-square: 92.06%; P value: 0.00). The risk of preterm delivery in pregnant women with hepatitis B infection was 1.17 times that of pregnant women without hepatitis B infection (RR: 1.17; 95% CI 1.14-1.20; I-squared: 94.32%; P value: 0.00). CONCLUSION: This meta-analysis found that hepatitis B infection during pregnancy may be associated with an increased risk of gestational diabetes, preterm delivery, pre-eclampsia, and eclampsia. However, confirmation of this association, as well as the specific biological pathways involved in the association between HBV infection and pregnancy outcomes, requires further investigation.


Subject(s)
Diabetes, Gestational , Hepatitis B, Chronic , Hepatitis B , Pre-Eclampsia , Premature Birth , Infant, Newborn , Pregnancy , Infant , Humans , Female , Hepatitis B virus , Premature Birth/epidemiology , Hepatitis B/complications , Hepatitis B/epidemiology , Cohort Studies
8.
Eur J Med Res ; 28(1): 361, 2023 Sep 21.
Article in English | MEDLINE | ID: mdl-37735701

ABSTRACT

BACKGROUND: This study aimed to determine the global prevalence of suicidal ideation and attempts among men who have sex with men (MSM) as a systematic review, and meta-analysis. METHODS: For this meta-analysis, a search in four international databases (PubMed, Scopus, Web of Science, and EMBASE) was designed, and performed. In the next step, the information extraction checklist was prepared based on the study authors' opinions, and the quality of the articles was evaluated using the Newcastle-Ottawa scale (NOS) checklist. Data meta-analysis was performed using STATA16 software with a significance level below 0.05. RESULTS: The results showed the prevalence of suicidal ideation, and suicide attempts among MSM was 21% (95% CI 17%-26%), and 12% (95% CI 8%-17%), respectively. The results of the subgroup analysis showed that the prevalence of suicidal ideation in the population of MSM living with Human immunodeficiency virus (HIV) was 40% (95% CI 35%-45%), and the prevalence of suicide attempts among MSM with HIV was 10% (95% CI 1%-27%). The prevalence of suicidal ideation in European MSM, and the prevalence of suicide attempts among American MSM were higher than other MSM in other geographical areas. CONCLUSION: Considering that the prevalence of suicidal ideation and attempts among these people is many times higher than that among men in the general population, developing programs for the prevention of mental disorders with special attention to suicide is necessary for these people. Screening programs are also recommended for early diagnosis and prevention of suicide among these people.


Subject(s)
HIV Infections , Sexual and Gender Minorities , Male , Humans , Suicide, Attempted , Suicidal Ideation , Homosexuality, Male , Prevalence
9.
Epidemiol Health ; 45: e2023083, 2023.
Article in English | MEDLINE | ID: mdl-37723842

ABSTRACT

OBJECTIVES: The worldwide incidence of metabolic syndrome (MetS) has increased in recent decades. In this study, we investigated the socioeconomic inequalities associated with MetS and its components in a sample of the Iranian Kurdish population. METHODS: We used data from 3,996 participants, aged 35 years to 70 years, from the baseline phase of the Dehgolan Prospective Cohort Study (February 2018 to March 2019). The concentration index and concentration curve were used to measure inequality and the Blinder-Oaxaca decomposition method was used to examine the contribution of various determinants to the observed socioeconomic inequality in MetS and its components. RESULTS: The prevalence of MetS was 34.44% (95% confidence interval [CI], 32.97 to 35.93). The prevalence of MetS was 26.18% for those in the highest socioeconomic status (SES), compared with 40.51% for participants in the lowest SES. There was a significant negative concentration index for MetS (C=-0.13; 95% CI, -0.16 to -0.09), indicating a concentration of MetS among participants with a lower SES. The most prevalent component was abdominal obesity (59.14%) with a significant negative concentration index (C=-0.21; 95% CI, -0.25 to -0.18). According to decomposition analysis, age, gender, and education were the highest contributing factors to inequality in MetS and its components. CONCLUSIONS: This study showed socioeconomic inequality in MetS. People with a low SES were more likely to have MetS. Therefore, policymakers and health managers need to develop appropriate strategies to reduce these inequalities in MetS across age groups, genders, and education levels, especially among women and the elderly.


Subject(s)
Metabolic Syndrome , Adult , Aged , Humans , Male , Female , Metabolic Syndrome/epidemiology , Iran/epidemiology , Prospective Studies , Social Class , Obesity/epidemiology , Socioeconomic Factors
10.
PLoS One ; 18(8): e0289307, 2023.
Article in English | MEDLINE | ID: mdl-37527241

ABSTRACT

HIV testing uptake was around 70% among female sex workers (FSWs) in Iran in 2015. Due to the recognized importance of HIV testing in prevention, care, and treatment among FSWs, this study aimed to provide an update and also an improvement as it uses respondent-driven sampling (RDS) for the frequency and the correlates of HIV testing among FSWs in Iran. A total of 1,515 FSWs were recruited from eight cities in Iran between 2019-2020 using RDS. Data were collected using face-to-face interviews. Also, rapid diagnostic tests (RDT) were used to determine HIV and syphilis status as per national guidelines. We used multivariable logistic regression to explore correlates of HIV testing in the last 12 months. Of 1,399 FSWs who had data for HIV testing, 44.7% (95% Confidence Intervals (CI): 40.7; 48.7) reported HIV testing in the last 12 months. The odds of HIV testing in the last 12 months was higher among FSWs who used a condom at last sex with a non-paying partner (Adjusted OR = 1.78; 95% CI: 1.39; 2.27), never used alcohol (Adjusted OR = 1.72; 95% CI: 1.33; 2.23), ever used drug (Adjusted OR = 1.60; 95% CI: 1.22; 2.08). HIV testing among FSWs in Iran is considerably low. It is necessary to know the barriers to HIV testing to improve the cascade of HIV treatment in the country.


Subject(s)
HIV Infections , Sex Workers , Female , Humans , HIV Infections/diagnosis , HIV Infections/epidemiology , HIV Infections/drug therapy , Iran/epidemiology , Surveys and Questionnaires , HIV Testing , Prevalence
11.
Ann Gen Psychiatry ; 22(1): 28, 2023 Aug 05.
Article in English | MEDLINE | ID: mdl-37543583

ABSTRACT

BACKGROUND: The aim of this meta-analysis was to determine global pooled prevalence of suicide thoughts and attempts in transgender population. METHODS: For doing comprehensive search strategy related to objectives in the presence meta-analysis, all international databases like PubMed (Medline), Scopus, Embase, Web of Sciences, PsycINFO, and the Cumulative Index to Nursing and Allied Health Literature (CINHAL) were searched from January 1990 to December 2022. The quality of the final selected studies was evaluated according to Newcastle-Ottawa Quality Assessment Scale for cross-sectional studies. The subgroup analysis was done based on type of transgender (female to male, male to female) and prevalence (point, period, and lifetime), country, and criteria of diagnosis. All analysis was done in STATA version 17. RESULTS: From the total number of 65 selected studies, 71 prevalence of suicidal thoughts, including point, period, and lifetime prevalence were extracted and combined. After combining these values, the prevalence of suicidal thoughts in the transgender population in the world was 39% in the past month (pooled point prevalence: 39%; 95% CI 35-43%), 45% in the past year (pooled period prevalence: 45%; % 95 CI 35-54%) and 50% during lifetime (pooled lifetime prevalence: 50%; % 95 CI 42-57%). Also, the prevalence of suicide attempt in the transgender population of the world was 16% in the past month (pooled point prevalence: 16%; 95% CI 13-19%), 11% in the past year (pooled period prevalence: 11%; % 95 CI 5-19%) and 29% during lifetime (pooled lifetime prevalence: 29%; % 95 CI 25-34%). CONCLUSION: The present meta-analysis results showed the prevalence of suicidal thoughts and attempts in the transgender community was high, and more importantly, about 50% of transgenders who had suicidal thoughts, committed suicide.

12.
J Res Health Sci ; 23(1): e00572, 2023 Mar.
Article in English | MEDLINE | ID: mdl-37571943

ABSTRACT

BACKGROUND: If colorectal cancer (CRC) is diagnosed in the early stages, the patients will have higher survival rates. Although some other factors might affect the survival rate, the type of treatment available based on existing health and therapeutic facilities is extremely important as well. Accordingly, this study aimed to explore the best type of treatment for CRC patients. STUDY DESIGN: This study employed a retrospective population-based cohort design. METHODS: The data of 335 patients with CRC in Kurdistan province were collected through a population-based cancer registry system from March 1, 2009 to 2014. Demographic and clinical-pathologic data of the patients were gathered through their medical records, pathology reports, and reference to patients' homes. The survival rate was calculated using the Kaplan-Meier curve, log-rank test, and univariate and multivariate Cox regression. The data were analyzed using Stata 14 software. RESULTS: In this study, the mean age±standard deviation at diagnosis was 61.7± 1.05 in men and 60.5± 1.12 in women, respectively, and 203 (60.5%) patients were males. There was less mortality rate among the patients who received both surgical and chemotherapy treatments compared to those who did not receive any treatment (Hazard ratio [HR]=0.57, 95% CI: 0.24-0.93). CONCLUSION: When CRC patients are treated using both surgical and chemotherapy treatments, they will exhibit a higher survival rate. Therefore, it is suggested to use both treatments for CRC patients.


Subject(s)
Colorectal Neoplasms , Male , Humans , Female , Retrospective Studies , Colorectal Neoplasms/therapy , Colorectal Neoplasms/pathology , Survival Analysis , Proportional Hazards Models , Survival Rate , Prognosis
13.
Arch Iran Med ; 26(3): 126-137, 2023 03 01.
Article in English | MEDLINE | ID: mdl-37543935

ABSTRACT

BACKGROUND: Assessment of quality and cost of medical care has become a core health policy concern. We conducted a nationwide survey to assess these measures in Iran as a developing country. To present the protocol for the Iran Quality of Care in Medicine Program (IQCAMP) study, which estimates the quality, cost, and utilization of health services for seven diseases in Iran. METHODS: We selected eight provinces for this nationally representative short longitudinal survey. Interviewers from each province were trained comprehensively. The standard definition of seven high-burden conditions (acute myocardial infarction [MI], heart failure [HF], diabetes mellitus [DM], stroke, chronic obstructive pulmonary (COPD) disease, major depression, and end-stage renal disease [ESRD]) helped customize a protocol for disease identification. With a 3-month follow-up window, the participants answered pre-specified questions four times. The expert panels developed a questionnaire in four modules (demographics, health status, utilization, cost, and quality). The expert panel chose an inclusive set of quality indicators from the current literature for each condition. The design team specified the necessary elements in the survey to calculate the cost of care for each condition. The utilization assessment included various services, including hospital admissions, outpatient visits, and medication. RESULTS: Totally, 156 specialists and 78 trained nurses assisted with patient identification, recruitment, and interviewing. A total of 1666 patients participated in the study, and 1291 patients completed all four visits. CONCLUSION: The IQCAMP study was the first healthcare utilization, cost, and quality survey in Iran with a longitudinal data collection to represent the pattern, quantity, and quality of medical care provided for high-burden conditions.


Subject(s)
Delivery of Health Care , Patient Acceptance of Health Care , Humans , Iran , Hospitalization , Quality of Health Care
14.
BMC Public Health ; 23(1): 1415, 2023 07 24.
Article in English | MEDLINE | ID: mdl-37488541

ABSTRACT

BACKGROUND: Regarding the paucity of evidence on the side effects of the booster dose of Oxford AstraZeneca vaccine in vaccinated people with Sinopharm or Sputnik V, we aimed to set up a cohort event monitoring (CEM) study to capture adverse events occurring in individuals who will receive the booster doses of AstraZeneca (either the first or second booster dose) following being vaccinated with Sinopharm or sputnik V vaccines in Iran. METHODS: The present study is an active COVID-19 vaccine safety surveillance through an observational prospective cohort study that will be conducted in vaccination centers in Iran. The study will be conducted in twelve provinces of Iran. Study sites are vaccination centers where the AstraZeneca vaccine is administered to the cohort population. The study population includes all individuals who have received two doses of Sinopharm or Sputnik V vaccines and either the first or second booster dose of AstraZeneca according to the national guidelines for immunization in Iran in 2023. We are planning to include 30,000 eligible people in this study. Each individual will be followed up for 13 weeks after either the first or second booster dose of the AstraZeneca vaccine. Furthermore, convenience sampling is used to include participants in the present study. Participation in the study will be strictly voluntary. DISCUSSION: With the planned study we will provide a valid epidemiological evidence to improve the understanding of the safety of the booster dose of the AstraZeneca and to better evaluate the effectiveness of public health interventions. This could help policy makers in managing the COVID-19 pandemic according to scientific evidence.


Subject(s)
COVID-19 , Vaccines , Humans , ChAdOx1 nCoV-19 , COVID-19/epidemiology , COVID-19/prevention & control , COVID-19 Vaccines/adverse effects , Iran/epidemiology , Pandemics , Prospective Studies
15.
Chronic Illn ; : 17423953231178168, 2023 Jul 24.
Article in English | MEDLINE | ID: mdl-37488977

ABSTRACT

OBJECTIVES: The aim of the present study is to evaluate the impact of Covid-19 on utilization of chronic diseases services. METHODS: Interrupted time-series design was used to examine the utilization of chronic diseases services before and during the Covid-19 pandemic among hospitals in Iran. Chronic obstructive pulmonary disease (COPD), asthma, type 2 diabetes, heart failure, and chemotherapy were selected as a proxy to indicate the impact of Covid-19 on utilization of chronic diseases services. Data were collected in 24 sites from 12 months before the onset of Covid-19 (from March 2019 to February 2020) to 12 months during the Covid-19 pandemic (February 2020 to March 2021). RESULTS: A total of 7,039,378 services were provided, of which 51.92% were provided for women and 62.73% for >65 age group. A sudden decrease was observed in monthly utilization of services during the Covid-19 pandemic; ranging from 13.91 (95% CI = -21.73, 6.10, P = 0.001) for chemotherapy to 606.39 (95% CI = -1040.72, 172.06, P = 0.009) for heart failure services per 100 thousand population. A decrease was observed in COPD services; 15.28 services compared with the period before Covid-19. Subsequently, the monthly utilization trends of asthma, type 2 diabetes, and chemotherapy services increased significantly (P < 0.05). DISCUSSION: Although chronic diseases are a factor in more severe form of Covid-19, their failure to seek diagnostic, prevention and treatment services has somewhat complicated the issue.

16.
Heliyon ; 9(6): e17337, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37416637

ABSTRACT

Introduction: A major share of poisoning cases are perpetrated intentionally, but this varies depending on different geographical regions, age spectrums, and gender distribution. The present study was conducted to determine the most important factors affecting intentional and unintentional poisonings using machine learning algorithms. Materials and methods: The current cross-sectional study was conducted on 658 people hospitalized due to poisoning. The enrollment and follow-up of patients were carried out during 2020-2021. The data obtained from patients' files and during follow-up were recorded by a physician and entered into SPSS software by the registration expert. Different machine learning algorithms were used to analyze the data. Fit models of the training data were assessed by determining accuracy, sensitivity, specificity, F-measure, and the area under the rock curve (AUC). Finally, after analyzing the models, the data of the Gradient boosted trees (GBT) model were finalized. Results: The GBT model rendered the highest accuracy (91.5 ± 3.4) among other models tested. Also, the GBT model had significantly higher sensitivity (94.7 ± 1.7) and specificity (93.2 ± 4.1) compared to other models (P < 0.001). The most prominent predictors based on the GBT model were the route of poison entry (weight = 0.583), place of residence (weight = 0.137), history of psychiatric diseases (weight = 0.087), and age (weight = 0.085). Conclusion: The present study suggests the GBT model as a reliable predictor model for identifying the factors affecting intentional and unintentional poisoning. According to our results, the determinants of intentional poisoning included the route of poison entry into the body, place of residence, and the heart rate. The most important predictors of unintentional poisoning were age, exposure to benzodiazepine, creatinine levels, and occupation.

17.
Arch Public Health ; 81(1): 120, 2023 Jun 30.
Article in English | MEDLINE | ID: mdl-37391840

ABSTRACT

INTRODUCTION: Drug use is highly prevalent among female sex workers (FSWs). Some forms of drug use, such as injecting drug users (IDU), put them at greater risks for HIV and blood born disease (BBD). In this study, the pattern of drug use and its related factors among Iranian FSWs were investigated. MATERIALS AND METHODS: This cross-sectional study was performed based on the data of the integrated bio-behavioral surveillance-III (IBBS-III) on FSWs in 8 cities of Iran using the respondent-driven sampling (RDS) method conducting in 2019-2020. Of the 1515 FSWs participating in the IBBS-III study, 1,480 answered questions about drug use. To calculate the prevalence of drug use lifetime and in the past month, weighted analysis was used. Univariate and multivariate logistic regression was used to investigate the factors related to drug use. RESULTS: The prevalence of lifetime drug use and the prevalence of current drug use (single and poly drug use) among FSWs were estimated to be 29.3% and 18.86%, respectively. According to multivariate regression analysis, the odds ratio (odds) of lifetime drug use showed a statistically significant association with lower education (AOR = 1.18; 95% CI: 1.07-1.3), being a direct sex worker (AOR = 1.77; 95% CI: 1.21-2.61), working in team houses or hangouts (AOR = 1.51; 95% CI: 1.10-2.06), a history of intentional abortion (AOR = 1.41; 95% CI: 1.07-1.87), condom use in the last sex (AOR = 1.61; 95% CI: 1.19-2.17), a history of imprisonment (AOR = 3.05; 95% CI: 2.25-4.14), HIV positive tests (AOR = 8.24; 95% CI: 1.66-40.9), alcohol use (AOR = 1.69; 95% CI: 1.29-2.29), and finding sexual clients in places such as parties, shopping malls, streets, and hotels, or by friends (AOR = 1.46; 95% CI: 1.01-2.12). CONCLUSION: Given that drug use among FSWs is about 14 times higher than that of the Iranian general population, it is imperative that drug reduction programs be integrated into service packages. Specifically, prevention programs should be prioritized for occasional drug users within this population as they are at a greater risk of developing drug use issues compared to the general population.

18.
Health Sci Rep ; 6(5): e1306, 2023 May.
Article in English | MEDLINE | ID: mdl-37251524

ABSTRACT

Background and Aims: Making a judgment only based on formal national reports can be misleading. We aimed to assess the relationship between countries' development indicators and reported coronavirus disease 2019 (Covid-19)-related incidences and death. Methods: Covid-19 related incidence and death cases were extracted from the updated Humanitarian Data Exchange Website on October 8, 2021. Univariable and multivariable negative binomial regression were utilized to investigate the relationship between development indicator and incidence and mortality from Covid-19 by calculating the Incidence rate ratio (IRR), mortality rate ratio (MRR), and fatality risk ratio (FRR). Results: Very high human development index (HDI) compared with low HDI (IRR:3.56; MRR:9.04), the proportion of physicians (IRR:1.20; MRR:1.16), besides extreme poverty (IRR:1.01; MRR:1.01) were independently correlated with the mortality and incidence rate of Covid-19. Very high HDI and population density were inversely correlated with the fatality risk (FRRs of 0.54 and 0.99). The cross-continental comparison shows Europe and the North Americas, had significantly higher incidence and mortality rates with IRR of 3.56 and 1.84 as well as MRRs of 6.65 and 3.62, respectively. Also, they inversely correlated with the fatality (FRR:0.84 and 0.91, respectively). Conclusion: A positive correlation between the fatality rate ratio based on countries' development indicators and the reverse for the incidence and mortality rate was found. Developed countries with sensitive healthcare systems can diagnose infected cases as soon as possible. Also, the mortality rate of Covid-19 will be accurately registered and reported. Due to more access to diagnostic tests, patients are diagnosed at the initial stages and will have a better opportunity to receive treatment. This leads to higher reports of incidence/and/or mortality rates and lower fatality of COVID-19. In conclusion, more Covid-19 incidence and mortality cases in developed countries can result from a more comprehensive care system and a more accurate recording procedure.

19.
Health Sci Rep ; 6(4): e1199, 2023 Apr.
Article in English | MEDLINE | ID: mdl-37064323

ABSTRACT

Background and Aims: One of the goals of the Islamic Republic of Iran is to reduce the prevalence of catastrophic health expenditures among Iranian households to 1% by the end of the sixth 5-year development plan (2016-2021). This study was conducted to evaluate the level of access to this goal in the final year of this program. Methods: A national cross-sectional study was conducted on 2000 Iranian households in five provinces of Iran in 2021. Data were collected through interviews using the World Health Survey questionnaire. Data from households whose health care costs were more than 40% of their capacity to pay were included in the group of households with catastrophic health expanditure (CHE). Determinants of CHE were identified using univariate and multivariate regression analysis. Results: 8.3% of households had experienced CHE. The variables of being a female head of household (odd ratio [OR] = 2.7), use of inpatient (OR = 1.82), dental (OR = 3.09), and rehabilitation services (OR = 6.12), families with disabled members (OR = 2.03) and low economic status of the households (OR = 10.73) were significantly associated with increased odds of facing CHE (p < 0.05). Conclusion: In the final year of the sixth 5-year development plan, Iran has not yet achieved its goal of "reducing the percentage of households exposed to CHE to 1%." Policymakers should pay attention to factors increasing the odds of facing CHE in designing interventions.

20.
Health Sci Rep ; 6(3): e1154, 2023 Mar.
Article in English | MEDLINE | ID: mdl-36970642

ABSTRACT

Background and Aims: During the coronavirus disease 2019 (COVID-19) pandemic, about seven million people were infected with the disease, of which more than 133,000 died. Health policymakers need to know the extent and magnitude of the disease burden to decide on how much to allocate resources for disease control. The results of this investigation could be helpful in this field. Methods: We used the secondary data released by the Kurdistan University of Medical Sciences between February 2020 to October 2021 to estimate the age-sex standardized disability-adjusted life years (DALY) by the sum of the years of life lived with disability (YLD) and the years of life lost (YLL). We also applied the local and specific values of the disease utility in the calculations. Results: The total DALY was estimated at 23316.5 and 1385.5 per 100,000 populations The YLD and YLL constituted 1% and 99% of the total DALY, respectively. The DALY per 100,000 populations was highest in the men and people aged more than 65 years, but the prevalence was the highest in people under the age of 40. Conclusions: Compared to the findings of the "burden of disease study 2019," the burden of COVID-19 in Iran is ranked first and eighth among communicable and noncommunicable diseases, respectively. Although the disease affects all groups, the elderly suffer the most from it. Given the very high YLL of COVID-19, the best strategy to reduce the burden of COVID-19 in subsequent waves should be to focus on preventing infection in the elderly population and reducing mortality.

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