ABSTRACT
BACKGROUND: Racialized populations in the United States, Canada, and the United Kingdom have been disproportionately affected by COVID-19. Higher vaccine hesitancy has been reported among racial and ethnic minorities in some of these countries. In the United Kingdom, for example, higher vaccine hesitancy has been observed among the South Asian population and Black compared with the White population, and this has been attributed to lack of trust in government due to historical and ongoing racism and discrimination. OBJECTIVE: This study aimed to assess vaccine receipt by ethnicity and its relationship with mistrust among ethnic groups in British Columbia (BC), Canada. METHODS: We included adults ≥18 years of age who participated in the BC COVID-19 Population Mixing Patterns Survey (BC-Mix) from March 8, 2021, to August 8, 2022. The survey included questions about vaccine receipt and beliefs based on a behavioral framework. Multivariable logistic regression was used to assess the association between mistrust in vaccines and vaccine receipt among ethnic groups. RESULTS: The analysis included 25,640 adults. Overall, 76.7% (22,010/28,696) of respondents reported having received at least 1 dose of COVID-19 vaccines (Chinese=86.1%, South Asian=79.6%, White=75.5%, and other ethnicity=73.2%). Overall, 13.7% (3513/25,640) of respondents reported mistrust of COVID-19 vaccines (Chinese=7.1%, South Asian=8.2%, White=15.4%, and other ethnicity=15.2%). In the multivariable model (adjusting for age, sex, ethnicity, educational attainment, and household size), mistrust was associated with a 93% reduced odds of vaccine receipt (adjusted odds ratio 0.07, 95% CI 0.06-0.08). In the models stratified by ethnicity, mistrust was associated with 81%, 92%, 94%, and 95% reduced odds of vaccine receipt among South Asian, Chinese, White, and other ethnicities, respectively. Indecision, whether to trust the vaccine or not, was significantly associated with a 70% and 78% reduced odds of vaccine receipt among those who identified as White and of other ethnic groups, respectively. CONCLUSIONS: Vaccine receipt among those who identified as South Asian and Chinese in BC was higher than that among the White population. Vaccine mistrust was associated with a lower odds of vaccine receipt in all ethnicities, but it had a lower effect on vaccine receipt among the South Asian and Chinese populations. Future research needs to focus on sources of mistrust to better understand its potential influence on vaccine receipt among visible minorities in Canada.
Subject(s)
COVID-19 Vaccines , COVID-19 , Health Status Disparities , Vaccination Hesitancy , Adult , Humans , Asian People , British Columbia/epidemiology , COVID-19/prevention & control , Ethnicity , Trust , White PeopleABSTRACT
Importance: SARS-CoV-2 infection may lead to acute and chronic sequelae. Emerging evidence suggests a higher risk of diabetes after infection, but population-based evidence is still sparse. Objective: To evaluate the association between COVID-19 infection, including severity of infection, and risk of diabetes. Design, Setting, and Participants: This population-based cohort study was conducted in British Columbia, Canada, from January 1, 2020, to December 31, 2021, using the British Columbia COVID-19 Cohort, a surveillance platform that integrates COVID-19 data with population-based registries and administrative data sets. Individuals tested for SARS-CoV-2 by real-time reverse transcription-polymerase chain reaction (RT-PCR) were included. Those who tested positive for SARS-CoV-2 (ie, those who were exposed) were matched on sex, age, and collection date of RT-PCR test at a 1:4 ratio to those who tested negative (ie, those who were unexposed). Analysis was conducted January 14, 2022, to January 19, 2023. Exposure: SARS-CoV-2 infection. Main Outcomes and Measures: The primary outcome was incident diabetes (insulin dependent or not insulin dependent) identified more than 30 days after the specimen collection date for the SARS-CoV-2 test with a validated algorithm based on medical visits, hospitalization records, chronic disease registry, and prescription drugs for diabetes management. Multivariable Cox proportional hazard modeling was performed to evaluate the association between SARS-CoV-2 infection and diabetes risk. Stratified analyses were performed to assess the interaction of SARS-CoV-2 infection with diabetes risk by sex, age, and vaccination status. Results: Among 629â¯935 individuals (median [IQR] age, 32 [25.0-42.0] years; 322â¯565 females [51.2%]) tested for SARS-CoV-2 in the analytic sample, 125â¯987 individuals were exposed and 503â¯948 individuals were unexposed. During the median (IQR) follow-up of 257 (102-356) days, events of incident diabetes were observed among 608 individuals who were exposed (0.5%) and 1864 individuals who were not exposed (0.4%). The incident diabetes rate per 100â¯000 person-years was significantly higher in the exposed vs nonexposed group (672.2 incidents; 95% CI, 618.7-725.6 incidents vs 508.7 incidents; 95% CI, 485.6-531.8 incidents; P < .001). The risk of incident diabetes was also higher in the exposed group (hazard ratio [HR], 1.17; 95% CI, 1.06-1.28) and among males (adjusted HR, 1.22; 95% CI, 1.06-1.40). The risk of diabetes was higher among people with severe disease vs those without COVID-19, including individuals admitted to the intensive care unit (HR, 3.29; 95% CI, 1.98-5.48) or hospital (HR, 2.42; 95% CI, 1.87-3.15). The fraction of incident diabetes cases attributable to SARS-CoV-2 infection was 3.41% (95% CI, 1.20%-5.61%) overall and 4.75% (95% CI, 1.30%-8.20%) among males. Conclusions and Relevance: In this cohort study, SARS-CoV-2 infection was associated with a higher risk of diabetes and may have contributed to a 3% to 5% excess burden of diabetes at a population level.
Subject(s)
COVID-19 , Diabetes Mellitus , Male , Female , Humans , Adult , COVID-19/epidemiology , SARS-CoV-2 , Cohort Studies , Diabetes Mellitus/epidemiology , British Columbia/epidemiologyABSTRACT
BACKGROUND: Face mask use has been associated with declines in COVID-19 incidence rates worldwide. A handful of studies have examined the factors associated with face mask use in North America during the COVID-19 pandemic; however, much less is known about the patterns of face mask use and the impact of mask mandates during this time. This information could have important policy implications, now and in the event of future pandemics. OBJECTIVE: To address existing knowledge gaps, we assessed face mask usage patterns among British Columbia COVID-19 Population Mixing Patterns (BC-Mix) survey respondents and evaluated the impact of the provincial mask mandate on these usage patterns. METHODS: Between September 2020 and July 2022, adult British Columbia residents completed the web-based BC-Mix survey, answering questions on the circumstances surrounding face mask use or lack thereof, movement patterns, and COVID-19-related beliefs. Trends in face mask use over time were assessed, and associated factors were evaluated using multivariable logistic regression. A stratified analysis was done to examine effect modification by the provincial mask mandate. RESULTS: Of the 44,301 respondents, 81.9% reported wearing face masks during the 23-month period. In-store and public transit mask mandates supported monthly face mask usage rates of approximately 80%, which was further bolstered up to 92% with the introduction of the provincial mask mandate. Face mask users mostly visited retail locations (51.8%) and travelled alone by car (49.6%), whereas nonusers mostly traveled by car with others (35.2%) to their destinations-most commonly parks (45.7%). Nonusers of face masks were much more likely to be male than female, especially in retail locations and restaurants, bars, and cafés. In a multivariable logistic regression model adjusted for possible confounders, factors associated with face mask use included age, ethnicity, health region, mode of travel, destination, and time period. The odds of face mask use were 3.68 times greater when the provincial mask mandate was in effect than when it was not (adjusted odds ratio [aOR] 3.68, 95% CI 3.33-4.05). The impact of the mask mandate was greatest in restaurants, bars, or cafés (mandate: aOR 7.35, 95% CI 4.23-12.78 vs no mandate: aOR 2.81, 95% CI 1.50-5.26) and in retail locations (mandate: aOR 19.94, 95% CI 14.86-26.77 vs no mandate: aOR 7.71, 95% CI 5.68-10.46). CONCLUSIONS: Study findings provide added insight into the dynamics of face mask use during the COVID-19 pandemic. Mask mandates supported increased and sustained high face mask usage rates during the first 2 years of the pandemic, having the greatest impact in indoor public locations with limited opportunity for physical distancing targeted by these mandates. These findings highlight the utility of mask mandates in supporting high face mask usage rates during the COVID-19 pandemic.
Subject(s)
COVID-19 , Adult , Female , Male , Humans , COVID-19/epidemiology , COVID-19/prevention & control , Pandemics/prevention & control , Masks , Longitudinal Studies , Surveys and QuestionnairesABSTRACT
Background: Vaccine hesitancy threatens efforts to bring the coronavirus disease 2019 (COVID-19) pandemic to an end. Given that social or interpersonal contact is an important driver for COVID-19 transmission, understanding the relationship between contact rates and vaccine hesitancy may help identify appropriate targets for strategic intervention. The purpose of this study was to assess the association between interpersonal contact and COVID-19 vaccine hesitancy among a sample of unvaccinated adults in the Canadian province of British Columbia (BC). Methods: Unvaccinated individuals participating in the BC COVID-19 Population Mixing Patterns Survey (BC-Mix) were asked to indicate their level of agreement to the statement, "I plan to get the COVID-19 vaccine." Multivariable multinomial logistic regression was used to assess the association between self-reported interpersonal contact and vaccine hesitancy, adjusting for age, sex, ethnicity, educational attainment, occupation, household size and region of residence. All analyses incorporated survey sampling weights based on age, sex, geography, and ethnicity. Results: Results were based on survey responses collected between March 8, 2021 and December 6, 2021, by a total of 4,515 adults aged 18 years and older. Overall, 56.7% of respondents reported that they were willing to get the COVID-19 vaccine, 27.0% were unwilling and 16.3% were undecided. We found a dose-response association between interpersonal contact and vaccine hesitancy. Compared to individuals in the lowest quartile (least contact), those in the fourth quartile (highest contact), third quartile and second quartile groups were more likely to be vaccine hesitant, with adjusted odd ratios (aORs) of 2.85 (95% CI: 2.02, 4.00), 1.91(95% CI: 1.38, 2.64), 1.78 (95% CI: 1.13, 2.82), respectively. Conclusion: Study findings show that among unvaccinated people in BC, vaccine hesitancy is greater among those who have high contact rates, and hence potentially at higher risk of acquiring and transmitting infection. This may also impact future uptake of booster doses.
Subject(s)
COVID-19 , Vaccines , Humans , Adult , Vaccination , Parents , Patient Acceptance of Health Care , Vaccination Hesitancy , Health Knowledge, Attitudes, Practice , COVID-19 Vaccines , COVID-19/epidemiology , COVID-19/prevention & control , Canada/epidemiologyABSTRACT
BACKGROUND: South Asian immigrants in western countries are at a high risk for metabolic syndrome and associated chronic disease. While a physically active lifestyle is crucial in decreasing this risk, physical activity (PA) levels among this group remain low. The objectives of this study were to explore social and cultural factors that influence PA behavior, investigate how immigration process intersects with PA behaviors to influence PA levels and to engage community in a discussion about what can be done to increase PA in the South Asian community. METHODS: For this qualitative study, we conducted four Focus Group Discussions (FGDs) among a subset of participants who were part of a larger study. FGD data was coded and analysed using directed content analysis to identify key categories. RESULTS: Participants expressed a range of opinions, attitudes and beliefs about PA. Most believed they were sufficiently active. Women talked about restrictive social and cultural norms that discouraged uptake of exercise. Post-immigration levels of PA were low due to change in type of work and added responsibilities. CONCLUSION: Health promoters need to consider social, cultural, and structural contexts when exploring possible behavior change interventions for South Asian immigrants.
Subject(s)
Emigrants and Immigrants , Exercise , Asian People , Female , Humans , Life Style , Motor ActivityABSTRACT
PURPOSE: Several non-pharmaceutical interventions, such as physical distancing, handwashing, self-isolation, and school and business closures, were implemented in British Columbia (BC) following the first laboratory-confirmed case of COVID-19 on 26 January 2020, to minimise in-person contacts that could spread infections. The BC COVID-19 Population Mixing Patterns Survey (BC-Mix) was established as a surveillance system to measure behaviour and contact patterns in BC over time to inform the timing of the easing/re-imposition of control measures. In this paper, we describe the BC-Mix survey design and the demographic characteristics of respondents. PARTICIPANTS: The ongoing repeated online survey was launched in September 2020. Participants are mainly recruited through social media platforms (including Instagram, Facebook, YouTube, WhatsApp). A follow-up survey is sent to participants 2-4 weeks after completing the baseline survey. Survey responses are weighted to BC's population by age, sex, geography and ethnicity to obtain generalisable estimates. Additional indices such as the Material and Social Deprivation Index, residential instability, economic dependency, and others are generated using census and location data. FINDINGS TO DATE: As of 26 July 2021, over 61 000 baseline survey responses were received of which 41 375 were eligible for analysis. Of the eligible participants, about 60% consented to follow-up and about 27% provided their personal health numbers for linkage with healthcare databases. Approximately 83.5% of respondents were female, 58.7% were 55 years or older, 87.5% identified as white and 45.9% had at least a university degree. After weighting, approximately 50% were female, 39% were 55 years or older, 65% identified as white and 50% had at least a university degree. FUTURE PLANS: Multiple papers describing contact patterns, physical distancing measures, regular handwashing and facemask wearing, modelling looking at impact of physical distancing measures and vaccine acceptance, hesitancy and uptake are either in progress or have been published.
Subject(s)
COVID-19 , British Columbia/epidemiology , COVID-19/epidemiology , Female , Hand Disinfection , Humans , Male , Masks , Physical DistancingABSTRACT
BACKGROUND: South Asians have high incidence of chronic disease. Physical activity (PA) and sedentary time are modifiable risk factors for chronic disease but their assessment in South Asians has been primarily based on self-report. This study presents directly-measured PA and sedentary time in South Asian adults in Canada. METHODS: A subset of 100 South Asian participants from a larger study who were identified at being at a higher risk for type 2 diabetes wore Actical accelerometers for 7 days. Anthropometric measures were taken and socio-demographic factors including age, income, education level, years since immigration, presence of children under the age of 12 years in the household and employment status were self-reported. RESULTS: Ninety-one participants (mean age 65.6 years) provided valid accelerometer data. Participants accumulated mean 673.5 (95% CI: 656.6, 691.0) min/day sedentary time, 130.5 (95% CI: 117.3, 145.3) min/day light PA (LPA) and 2.3 (95% CI: 1.3, 4.2) min/day moderate-to-vigorous PA (MVPA). For sedentary time and LPA, sex and BMI explained 51% of variability. For MVPA, BMI, season of assessment and employment status explained 23% variability with those who were employed accumulating significantly higher mean min/day of MVPA compared to those who were unemployed; (5.8, 95% CI: 1.5, 21.7) vs (1.5, 95% CI: 5.3, 20.0) respectively. CONCLUSION: High sedentary time, and low MVPA indicates the need to focus health promotion efforts on shifting sedentary time into LPA while trying to increase MVPA. Future studies need to be based on larger, representative samples of South Asians.
Subject(s)
Diabetes Mellitus, Type 2 , Sedentary Behavior , Accelerometry , Adult , Aged , Asian People , Child , Chronic Disease , Diabetes Mellitus, Type 2/epidemiology , Exercise , HumansABSTRACT
Background: South Asian children have a higher prevalence of cardiovascular disease risk factors compared with children of other ethnic backgrounds. Our objective was to explore the feasibility, acceptability, and potential fitness-related impact of a 7-month afterschool Bhangra dance intervention for South Asian children. Methods: We recruited 172 children grades 3 through 6 across 4 elementary schools for an intervention involving twice weekly Bhangra sessions in the school setting. Feasibility and acceptability were defined by recruitment, attendance, and retention metrics. The primary fitness outcome was cardiorespiratory fitness (CRF), measured via shuttle run laps and VO2 max. Secondary fitness outcomes included musculoskeletal (vertical jump height) and morphological fitness (waist circumference and BMI). Results: Sample size ranged from 28 to 54 participants per school (n = 172); mean attendance rate was 74%; and retention rate was 87%. VO2 max and shuttle laps increased by 1.4 mL·kg/min [95% confidence interval (CI): 0.93 to 1.84] and by 7.6 (95% CI: 6.11 to 9.08), respectively. Both these improvements remained significant after controlling for sex and age (VO2 max) and sex and baseline weight (shuttle laps). Musculoskeletal and morphological fitness indices also improved. Conclusions: Findings suggest that an afterschool Bhangra dance intervention is feasible, acceptable, and associated with CRF improvements as well as other indices of physical fitness.
Subject(s)
Cardiorespiratory Fitness , Pediatric Obesity , Child , Exercise , Feasibility Studies , Humans , Pediatric Obesity/epidemiology , Pediatric Obesity/prevention & control , Physical FitnessABSTRACT
IntroductionSeveral non-pharmaceutical interventions such as physical distancing, hand washing, self-isolation, and schools and business closures, were implemented in British Columbia (BC) following the first laboratory-confirmed case of coronavirus disease 2019 (COVID-19) on January 26, 2020, to minimize in-person contacts that could spread infections. The BC COVID-19 Population Mixing Patterns survey (BC-Mix) was established as a surveillance system to measure behaviour and contact patterns in BC over time to inform the timing of the easing/re-imposition of control measures. In this paper, we describe the BC-Mix survey design and the demographic characteristics of respondents. MethodsThe ongoing repeated online survey was launched in September 2020. Participants are mainly recruited through social media platforms (including Instagram, Facebook, YouTube, WhatsApp). A follow up survey is sent to participants two to four weeks after completing the baseline survey. Survey responses are weighted to BCs population by age, sex, geography, and ethnicity to obtain generalizable estimates. Additional indices such as the material and social deprivation index, residential instability, economic dependency, and others are generated using census and location data. ResultsAs of July 26, 2021, over 61,000 baseline survey responses were received of which 41,375 were eligible for analysis. Of the eligible participants, about 60% consented to follow up and about 27% provided their personal health numbers for linkage with healthcare databases. Approximately 50% of respondents were female, 39% were 55 years or older, 65% identified as white and 50% had at least a university degree. ConclusionThe pandemic response is best informed by surveillance systems capable of timely assessment of behaviour patterns. BC-Mix survey respondents represent a large cohort of British Columbians providing near real-time information on behavioural and contact patterns in BC. Data from the BC-Mix survey would inform provincial COVID-19-related control measures.
ABSTRACT
BACKGROUND: South Asians are one of the fastest growing ethnic groups in western countries with a high incidence of chronic diseases like metabolic syndrome and cardiovascular disease occurring at younger ages and lower body weight compared with white Europeans. Physically active lifestyle and reduced sedentary time are modifiable risk factors that can decrease burden of chronic diseases. Population-level surveys based on self-report show South Asians engage in low levels of physical activity. Because of known limitations with self-report data, we aimed to synthesize available evidence to generate a physical activity /sedentary time profile of South Asians from studies using accelerometry. METHODS: We systematically searched Medline, EMBASE, CINAHL, PsycINFO, and SportDiscus. We included studies applying accelerometry to measure physical activity /sedentary time under free-living. Studies with an exclusive focus on drugs or including participants with health conditions/physical disability, and special populations (athletes/pregnant women) were excluded. Two authors independently adjudicated inclusion of citations at title/abstract and full text. We applied a standardized data abstraction form to extract relevant data. We evaluated methodological quality using Newcastle Ottawa Quality Assessment Scale. Due to variability and inconsistencies in measurement and reporting of physical activity /sedentary time, we only provide a narrative synthesis. FINDINGS: We identified only 14 studies(n = 1,338). Despite using similar accelerometry assumptions, we noted variability in reported outcomes for physical activity and sedentary time. Sedentary time ranged from 482(98) to 587 min/day. Mean light physical activity ranged from 211.69(67. 38) to 574(227) min/day. Moderate to vigorous physical activity among South Asian women ranged from 17-41 min/day and among men, 32-43 min/day. CONCLUSION: South Asians exhibited higher levels of physical activity when compared to the Canadian population level survey but not when compared to the American population level survey. Overall, fewer studies, and small sample sizes led to considerable variability limiting any effective comparisons. Results highlight the importance of conducting methodologically robust studies based on random sampling to advance the field, and to capture true levels of sedentary time and physical activity in the South Asian population.
Subject(s)
Accelerometry/methods , Chronic Disease/prevention & control , Exercise/physiology , Sedentary Behavior , Adult , Asian People , Athletes , Canada/epidemiology , Chronic Disease/epidemiology , Female , Humans , Life Style , Male , Pregnancy , Risk Factors , Self Report , White PeopleABSTRACT
New immigrants to Canada are mostly from Asian/South Asian countries currently experiencing low levels of physical activity (PA) and high rates of overweight/obesity. Little is known about the leisure time PA (LTPA) patterns of recent immigrants. Study sample was extracted from Canadian Community Health Survey (2011-2012). Based on reported daily energy expenditure on LTPAs over past 3 months, participants were categorized as physically active, moderately active, and inactive. Likelihood of being physically inactive was estimated for recent immigrants versus established immigrants. Higher proportion of recent immigrants were inactive (60%) compared to established immigrants (53%). Adjusted models estimated a higher likelihood of inactivity among recent immigrants (OR 1.40, 95% CI 1.13, 1.72) versus established immigrants. Inactivity was higher among immigrants of visible minorities, 58.8 versus 46.7% of white immigrants. Recent immigrants of visible minorities are at higher risk of being inactive. This highlights importance of developing programs to increase PA in specific groups of new immigrants.
Subject(s)
Emigrants and Immigrants/statistics & numerical data , Exercise , Leisure Activities , Adult , Canada , Cross-Sectional Studies , Energy Metabolism , Female , Humans , Interviews as Topic , Male , Middle Aged , Surveys and QuestionnairesABSTRACT
PURPOSE OF REVIEW: South Asian (SA) immigrants have a higher burden of type 2 diabetes, report poor self-management, and remain a hard-to-engage group in behavioral interventions. The purpose of this review was to characterize recruitment and retention of SAs in behavioral interventions. RECENT FINDINGS: We identified 14 studies with limited information regarding recruitment and retention. Overall recruitment rates were low: 12 studies had a mean recruitment rate of 44% among those screened, and 9 studies with complete information on eligibility had a mean recruitment rate of 65.8% among those eligible. Mean retention rate was 79.4% across all 14 studies. Although unstandardized and inconsistent reporting limited our ability to draw any conclusions regarding the best strategies to maximize recruitment and retention, we were able to highlight some novel and effective strategies. There is a need for consistent and standardized reporting of recruitment and retention-related information to encourage meaningful research and guide researchers in efficient allocation of resources and a successful conclusion of future interventions.
Subject(s)
Diabetes Mellitus, Type 2/therapy , Patient Selection , Asia , Diabetes Mellitus, Type 2/ethnology , Ethnicity , Humans , Life Style , Resource AllocationABSTRACT
AIM: To summarize the available information about injection use and its determinants in the South Asian region. METHODS: We searched published and unpublished literature on injection safety in South Asia published during 1995-2016 using the keywords "injection" "unsafe injection" and "immunization injection" and combined these with each of the countries and/or their respective states or provinces in South Asia. We used a standardized questionnaire to abstract the following data from the articles: the annual number of injections per capita, the proportion of injections administered with a reused syringe or needle, the distribution of injections with respect to prescribers and providers and determinants of injection use. RESULTS: Although information is very limited for certain countries (i.e., Bhutan, Maldives and Sri Lanka), healthcare injection use is very common across South Asia, with cross-country rates ranging from 2.4 to 13.6 injections/person/year. Furthermore, recent studies show that 5% to 50% of these injections are provided with reused syringes, thus creating potential to transmission of blood-borne pathogens. Qualified and unqualified practitioners, especially in the private sector, are the major drivers behind injection use, but patients also prefer injections, especially among the rural, poor or uneducated in certain countries. According to available data, Pakistan and India have recently taken steps towards achieving safe injection. Potential interventions include the introduction of reuse prevention devices, and patient-, community- and patient/community and provider-centered interventions to change population and practitioner behavior. CONCLUSION: Injection use is common in South Asian countries. Multilevel interventions aiming at patients, providers and the healthcare system are needed to reduce injection use and reuse.
Subject(s)
Equipment Contamination/statistics & numerical data , Hepatitis B/transmission , Hepatitis C/transmission , Injections/statistics & numerical data , Sterilization/statistics & numerical data , Bangladesh , Bhutan , Clinical Competence , Equipment Contamination/prevention & control , Health Personnel , Humans , Immunization/statistics & numerical data , India , Indian Ocean Islands , Needle Sharing/statistics & numerical data , Nepal , Pakistan , Sri LankaABSTRACT
BACKGROUND: Similar to other developing countries, Pakistan is going through a rapid nutrition transition where shift from underweight to overweight and obesity is occurring. In this paper, we report on the relationship of household socioeconomic position (SEP), community SEP and urbanicity with under- and over-weight categories of BMI among Pakistani women. METHODS: We analyzed data on 4,767 women ages 15-49 years enrolled in a nationally representative Pakistan Demographic Health Survey (PDHS) conducted in 2012-13 that employed a multistage, stratified cluster sampling design. We assessed the association of urbanicity, household and community SEP derived from household assets and utilities, with categories of body mass index (BMI) using multinomial regression analysis where normal weight (BMI 18.6-22.5) was the reference category. RESULTS: Thirteen percent of women were underweight (BMI <18.5), 15% pre-overweight (BMI: 22.6-24.9), 25% overweight (BMI: 25.0-29.9) and 14% were obese (BMI≥30). Pre-overweight, overweight and obesity among women increased across household wealth quintiles (HWQs) in a graded fashion whereas there was no significant difference in underweight by household wealth. Women in urban areas were more likely to be obese. There was a pronounced increase in adjusted odds ratios (aORs) for overweight/obesity across HWQs within urban areas compared to rural areas. There was a steeper gradient in aORs for obesity from 1st to 5th HWQs in high income communities compared to the middle- and low income communities. In community-level analyses, communities in urban areas were more likely to have higher levels of obesity while in rural areas, especially in Sindh, more communities were more likely to have a higher level of underweight. CONCLUSION: A shift to higher overweight and obesity than underweight in Pakistan is associated with high household and community wealth as well as living in urban areas. Clustering of obesity and underweight in distinct communities afford opportunity for tailored intervention programs.
Subject(s)
Nutritional Status , Obesity/economics , Obesity/epidemiology , Social Class , Thinness/epidemiology , Adolescent , Adult , Body Mass Index , Family Characteristics , Female , Humans , Middle Aged , Obesity/physiopathology , Pakistan/epidemiology , Regression Analysis , Thinness/economics , Thinness/physiopathology , Urban PopulationABSTRACT
Injections with re-used syringes have been identified as a major risk factor for hepatitis B virus (HBV) and hepatitis C virus (HCV) infections in Pakistan. We analyzed data from the 2006-2007 Pakistan Demographic Health Survey (PDHS) to describe the distribution of injections administered with newly opened syringes and assessed the association of knowledge about bloodborne pathogens with syringe reuse in Pakistan. In the PDHS, women aged 12-49 years were enrolled through a multistage stratified cluster-sampling strategy across Pakistan. Approximately 10,000 women were interviewed to collect information regarding receiving injections, the use of syringes taken out of new unopened packages for their last injections, and knowledge regarding the transmission of Human Immunodeficiency Virus (HIV), HBV and HCV through the re-use of syringes and transfusion of unscreened blood. Of the 5126/10,023 women who provided information concerning their last injection, 4342 (86%) received this injection with a new syringe taken out of an unopened package. The proportion of injections received with a new syringe increased with the education level, wealth, HIV knowledge and knowledge about HCV/HBV transmission through the re-use of syringes. In the multivariable model, respondents in the 4th (adjusted odds ratio (AOR): 2.1, 95%CI: 1.4-3.0) and 5th (AOR: 2.4, 95%CI: 1.6-3.5) wealth quintiles, with some education (AOR: 1.4, 95%CI: 1.1-1.9), those in the 4th quartile of the HIV knowledge score (AOR: 1.5, 95%CI: 1.1-2.0), and those with the knowledge that a new syringe protects against HCV/HBV and HIV (AOR: 2.3, 95%CI: 1.5-3.5) were more likely to receive injections with a newly opened syringe. The patients' knowledge regarding the transmission of bloodborne pathogens is an important factor in receiving injections with a new syringe.
Subject(s)
Blood-Borne Pathogens , Disease Transmission, Infectious/prevention & control , Health Knowledge, Attitudes, Practice , Injections/methods , Syringes/statistics & numerical data , Acquired Immunodeficiency Syndrome/epidemiology , Acquired Immunodeficiency Syndrome/prevention & control , Acquired Immunodeficiency Syndrome/transmission , Adolescent , Adult , Behavior Therapy , Child , Female , Hepatitis B/epidemiology , Hepatitis B/prevention & control , Hepatitis B/transmission , Hepatitis C/epidemiology , Hepatitis C/prevention & control , Hepatitis C/transmission , Humans , Interviews as Topic , Middle Aged , Pakistan/epidemiology , Young AdultABSTRACT
Objective. To identify maternal and early childhood risk factors for obesity and overweight among children at age 5 in the state of Alabama. Methods. We recruited 740 mothers during early pregnancy from University of Alabama Prenatal Clinics in a prospective cohort study and followed them throughout pregnancy. We followed their children from birth until 5 years of age. The main outcome measure was obesity (BMI for age and sex ≥ 95th percentile) at 5 years of age. We used poisson regression with robust variance estimation to compute risk ratio (RR). Results. At the 5th year of followup, 71 (9.6%) of the children were obese and 85 (11.5%) were overweight (BMI ≥ 85th-<95th percentile). In multivariable analysis, maternal prepregnancy overweight (RR: 2.30, 95% CI: 1.29-4.11) and obesity (RR: 2.53, 95% CI: 1.49-4.31), and child's birth weight >85th percentile (RR: 2.04, 95% CI: 1.13-3.68) were associated with childhood obesity. Maternal prepregnancy BMI, birth weight, and maternal smoking were associated with the child being overweight 1-12 cigarettes/day versus 0 cigarettes/day (RR: 1.40, 95% CI: 1.02-1.91). Conclusion. Children of overweight and obese mothers, and children with higher birth weight, are more likely to be obese and overweight at age 5. Maternal smoking 1-12 cigarettes per day is associated with the child being overweight.
ABSTRACT
OBJECTIVE: We assessed the relationship between socioeconomic position (SEP) and under- and overnutrition in Pakistani adults. METHODS: In 2006, we conducted a cross-sectional study including adult participants ≥20 years of age (n = 3500) residing in district Khairpur in Sindh province of Pakistan. We categorized body mass index (BMI) into <18.5 (underweight), 18.6-22.5 (normal BMI), 23-24.9 (preoverweight), 25-29.9 (overweight), and ≥30 (obese). We assessed the association of SEP based on wealth index measured as quintiles of a linear index derived from household assets and utilities score with categories of BMI through multinomial regression with the use of normal BMI as reference category while accounting for sampling design. RESULTS: After adjusting for age, sex, education level, and occupation, there was no significant association of SEP and underweight, whereas SEP was positively associated with the categories of preoverweight, overweight, and obesity. In comparison with the 1st quintile, those in upper wealth quintiles had significantly greater odds of being preoverweight (4th quintile: adjusted odds ratio [adjOR], 1.47; 95% confidence interval [95% CI], 1.04-2.08; 5th quintile: adjOR, 1.57; 95% CI, 1.12-2.21), overweight (4th quintile; adjOR, 1.97; 95% CI, 1.43-2.72; 5th quintile: adjOR, 2.66; 95% CI, 1.91-3.69) and obese (4th quintile: adjOR, 2.24; 95% CI, 1.37-3.69; 5th quintile: adjOR, 3.65; 95% CI, 2.14-6.22). CONCLUSION: Shift from under- to overnutrition across SEP groups is occurring in Pakistan. There is a need for re-evaluating national policies and programs to tackle the growing burden of emerging over-nutrition along with rampant under-nutrition.
Subject(s)
Malnutrition/epidemiology , Obesity/epidemiology , Social Class , Adult , Aged , Aged, 80 and over , Body Mass Index , Confidence Intervals , Cross-Sectional Studies , Female , Humans , Income , Male , Middle Aged , Motor Activity , Multivariate Analysis , Nutritional Status , Odds Ratio , Pakistan/epidemiology , Poverty/statistics & numerical data , Surveys and Questionnaires , Young AdultABSTRACT
SUMMARY OBJECTIVES: To assess the rate and determinants of sharp injuries during the previous 6 months among health care workers at first-level care facilities in two districts of Pakistan. METHODS: Cross-sectional survey at public, general practitioners and non-licensed private practitioners selected through stratified random sampling. At each facility, we interviewed a prescriber and a dispenser/injection provider about knowledge of bloodborne pathogens transmission and preventive practices, risk perception, and use of precautions and sharp injuries received during the previous 6 months. Multivariable Poisson regression was used to assess the factors associated with the number of sharp injuries. RESULTS: Fifty-four percentage of the 233 workers had at least one injury during the previous 6 months. The overall rate of sharp injuries per person per year was 3.7; among non-physician prescribers (9%), it was 4.3; among dispensers (69%), it was 3.7, and among physicians (18%), it was 2.1. In the multivariable model, work experience, risk perception and type of health care worker were significantly associated with receiving sharp injuries during the previous 6 months. In the model including dispensers only, a higher knowledge score was associated with fewer sharp injuries, while perceived severity of disease and lack of professional qualification were associated with more. CONCLUSIONS: Sharp injuries are common in Pakistan. Better knowledge about modes of bloodborne pathogen transmission and professional qualification may reduce their incidence.
Subject(s)
Blood-Borne Pathogens , Cross Infection/prevention & control , Health Knowledge, Attitudes, Practice , Health Personnel , Needlestick Injuries/epidemiology , Adult , Cross Infection/transmission , Cross-Sectional Studies , Health Personnel/psychology , Humans , Infectious Disease Transmission, Patient-to-Professional/prevention & control , Medical Staff/psychology , Middle Aged , Multivariate Analysis , Pakistan/epidemiology , Perception , Personnel, Hospital/statistics & numerical data , Risk , Risk Assessment , Surveys and Questionnaires , Young AdultABSTRACT
BACKGROUND: We conducted an assessment of knowledge about blood borne pathogens (BBP) and use of universal precautions at first level care facilities (FLCF) in two districts of Pakistan. METHODS: We conducted a cross-sectional survey and selected three different types of FLCFs ; public, general practitioners and unqualified practitioners through stratified random sampling technique. At each facility, we interviewed a prescriber, a dispenser, and a housekeeper for knowledge of BBPs transmission and preventive practices, risk perception, and use of universal precautions. We performed multiple linear regression to assess the effect of knowledge score (11 items) on the practice of universal precautions score (4 items- use of gloves, gown, needle recapping, and HBV vaccination). RESULTS: We interviewed 239 subjects. Most of the participants 128 (53%) were recruited from general practitioners clinics and 166 (69.5%) of them were dispensers. Mean (SD) knowledge score was 3.8 (2.3) with median of 4. MBBS prescribers had the highest knowledge score while the housekeepers had the lowest. Mean universal precautions use score was 2.7 +/- 2.1. Knowledge about mode of transmission and the work experience alone, significantly predicted universal precaution use in multiple linear regression model (adR2 = 0.093). CONCLUSION: Knowledge about mode of transmission of blood borne pathogens is very low. Use of universal precautions can improve with increase in knowledge.