Using SPSS to Analyze Complex Survey Data: A Primer

Zou, Danjie; Lloyd, Jennifer E. V.; Baumbusch, Jennifer

doi:10.22237/jmasm/1556670300

Cited by 57 publications

(43 citation statements)

References 12 publications

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“…We attained final SARS-CoV-2 infection prevalence by adding the corrected seroprevalence rate to the rate of current active infection plus the rate of previous documented infection. We also adjusted infection prevalence for DEFF by attributing weights inversely proportional to participants selection probability ( Zou et al, 2020 ).…”

Section: Methodsmentioning

confidence: 99%

Coronavirus disease 2019 population-based prevalence, risk factors, hospitalization, and fatality rates in southern Brazil

Picon¹,

Carreno²,

Silva³

et al. 2020

International Journal of Infectious Diseases

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Highlights Cross-sectional data from two household surveys were summarized using meta-analysis. Prevalence of infection was 3.40% overall and 2.26% in elders ≥60 years-old. Prevalence was 12.7 and 5.4 times higher among household contacts and meat-processing plant workers, respectively. COVID-19-related hospitalization rate and IFR were exponentially higher in elders. IFR ranged from 0.08% in adults aged 20 to 39 years to 4.63% among the elderly.

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Section: Methodsmentioning

confidence: 99%

Coronavirus disease 2019 population-based prevalence, risk factors, hospitalization, and fatality rates in southern Brazil

Picon¹,

Carreno²,

Silva³

et al. 2020

International Journal of Infectious Diseases

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“…In order to account for the multi-stage cluster study design, we used SPSS version 25.0 statistical software complex samples package incorporating the following variables in the analysis plan to account for the multistage sample design inherent in the DHS dataset: individual sample weight, sample strata for sampling errors/design, and cluster number [23][24][25]. Analysis was carried out based on the weighted count to account for the unequal probability sampling in different strata and to ensure representativeness of the survey results at the national and regional level.…”

Section: Discussionmentioning

confidence: 99%

Status of the Latest 2016 World Health Organization Recommended Frequency of Antenatal Care Contacts in Sierra Leone: a Nationally Representative Survey

Sserwanja¹,

Musaba

Kamara³

et al. 2021

Preprint

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Background: Timely and increased frequency of quality antenatal care (ANC) contacts is one of the key strategies aimed at decreasing maternal and neonatal deaths. In 2016, the World Health Organization (WHO) modified the minimum number of ANC visits from at least four to eight contacts. This study aimed to determine the proportion of women who received eight or more ANC contacts and associated factors in Sierra Leone.Methods: We used Sierra Leone Demographic and Health Survey (UDHS) 2019 data of 5,432 women aged 15 to 49 years who had a live birth within three years preceding the survey. Multistage stratified sampling was used to select study participants. We conducted multivariable logistic regression to determine factors associated with utilisation of eight or more ANC contacts using SPSS version 25 complex samples package. Results: Out of 5,432 women, 2,399 (44.8%) (95% CI: 43.1-45.7) had their first ANC contact in the first trimester and 1,197 (22.0%) (95% CI: 21.2-23.4) had eight or more ANC contacts. Women who had their first ANC contact after first trimester (adjusted odds ratio, aOR, 0.58, 95% CI 0.49-0.68) and women aged 15 to 19 years had a less likelihood of having eight or more contacts (aOR 0.64, 95% CI 0.45 to 0.91). Working (aOR 1.33, 95%CI 1.10 to 1.62) and wealthier women had higher odds of having eight or more contacts compared to poorer ones and those not working respectively. Women residing in the Southern region, those using internet and less parous women were associated with higher odds of having eight or more ANC contacts. Women who had no big problem obtaining permission to go health facilities also had higher odds of having eight or more ANC contacts compared to those who had big problems.Conclusion: Sierra Leone’s adoption of eight or more ANC contacts is low with less than half of the women initiating ANC in the first trimester. To ensure increased access to recommended ANC visits, timely ANC should be encouraged. Attributes of women empowerment such as workings status, socio-economic status, and decision-making should also be emphasized.

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“…When running our Complex Samples analyses, McCreary Centre Society supplied us with a plan file containing the complex sampling plan specifications, which was created by Green, Saewyc and Stewart (). For details about this plan file, please see Zou, Lloyd and Baumbusch (in press). Because preliminary analyses showed no substantial design effects, the chi‐square analyses presented for the last objective were performed outside of Complex Samples using weighted and unscaled data, per consultation with McCreary.…”

Section: Methodsmentioning

confidence: 99%

Sociodemographic profiles of high school students across multiple types of special needs and disabilities

Lloyd

Zou

Baumbusch

2020

Research in Spec Educ Needs

Self Cite

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A paucity of population-based research explores the prevalence and sociodemographic characteristics of high school students with varieties of special needs and disabilities. Utilising a population-based sample of self-reported data collected in British Columbia, Canada, we investigated the scope and sociodemographic characteristics of adolescents between and within multiple categories of physical, mental, emotional and behavioural needsincluding those with two or more conditions and no conditions. First, we computed the most commonly occurring and least commonly occurring special needs categories. Second, we created profiles of the broad sociodemographic characteristics of adolescents in each special needs category. Finally, we determined whether the profiles indicated statistically significant between-and withincategory heterogeneity. We found that over onequarter of adolescents had one or more special needs, while nearly three-quarters of the special needs subpopulation had only three of the nine special needs tracked. Also, whether adolescents with a given special need were compared to those from different categories or those within the same category, there was considerable diversity in their sociodemographic attributes. Our study is one of the first to describe adolescents with special needs in this population-based fashion. We hope that our findings may guide programme and policy development in British Columbia and around the world.

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Using SPSS to Analyze Complex Survey Data: A Primer

Cited by 57 publications

References 12 publications

Coronavirus disease 2019 population-based prevalence, risk factors, hospitalization, and fatality rates in southern Brazil

Coronavirus disease 2019 population-based prevalence, risk factors, hospitalization, and fatality rates in southern Brazil

Status of the Latest 2016 World Health Organization Recommended Frequency of Antenatal Care Contacts in Sierra Leone: a Nationally Representative Survey

Sociodemographic profiles of high school students across multiple types of special needs and disabilities

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