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SAPRIN COVID-19 Individual and Household Observations 2023 Datasets

South Africa, 2020 - 2023
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Reference ID
DDI.SAPRIN.SC19IHO2023V2
Producer(s)
Dr Molulaqhooa Linda Maoyi, Tinofa Mutevedzi, Prof Mark Collinson, Prof Steve Tollman, Dr Joseph Tlouyamma, Prof Collins Iwuji, Dr Kobus Herbst
Metadata
Documentation in PDF DDI/XML JSON
Created on
Jan 16, 2024
Last modified
Dec 03, 2024
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  • Study Description
  • Data Dictionary
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  • Version
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    Survey ID number

    DDI.SAPRIN.SC19IHO2023V2

    Title

    SAPRIN COVID-19 Individual and Household Observations 2023 Datasets

    Country
    Name Country code
    South Africa RSA
    Abstract

    SAPRIN (South African Population Research Infrastructure Network) is a network of health and demographic surveillance sites in South Africa that consists of five Health and Demographic Surveillance System (HDSS) nodes located in South Africa.
    Between them, the nodes follow more than 75 000 households (320 000 individuals) longitudinally through regular surveillance visits. Shortly after the start of the Covid-19 pandemic, SAPRIN implemented a shared Covid-19 surveillance programme in the MRC/Wits University Agincourt HDSS in Bushbuckridge District, Mpumalanga, established in 1993; the University of Limpopo DIMAMO HDSS in the Capricorn District of Limpopo, established in 1996, and and the Africa Health Research Institute (AHRI) HDSS in uMkhanyakude District, KwaZulu-Natal, established in 2000. This Covid-19 surveillance was concluded in July 2023.

    As part of the Covid-19 surveillance, Covid-19 screening questions were administered to household respondents in Agincourt, DIMAMO and AHRI. By the end of July 2023, a total of 57 384 such household interviews were conducted, with approximately 277 400 interviews for individuals.
    The interviews can be directly linked to the detailed longitudinal surveillance data in the three nodes, providing interesting contextual data to this set of observations on depression and anxiety during the span of the covid epidemic from its start across several epidemic waves of infection in South Africa.

    These contextual data include:

    • SAPRIN Individual Surveillance Episodes 2023: Basic Dataset. This dataset contains only the internal and external residency episodes for an individual
    • SAPRIN Individual Surveillance Episodes 2023: Age-Year Dataset.This dataset splits the basic surveillance episodes at calendar year end and at the date when the age in years (birth-day) of an individual changes
    • SAPRIN Individual Surveillance Episodes 2023: Age-Year-Delivery Dataset. This dataset splits the basic surveillance episodes at calendar year end and at the date when the age in years (birth-day) of an individual changes. In the case of women who have given births, episodes are split at the time of delivery as well
    • A large set of Covid-19 specific data, including vaccine acceptance and hesitancy data and the impact of Covid-19 measures on the household.

    The Covid-19 specific interviews were conducted from May 2020 and until July 2023, with more than one interview with some participants at different points in time, allowing for the analysis of temporal effects.

    The SAPRIN COVID-19 Individual and Household Observations 2023 Datasets consists of two types of demographic surveillance datasets:

    1 .SAPRIN individual COVID-19. This dataset consists of Covid-related status observations pertaining to Covid-19 diagnosis, vaccination status, attitudes to vaccination and the PHQ-2 and GAD-2 mental health related questions.

    1. SAPRIN household COVID-19. This dataset consists of Covid-19 related household level status observations, household awareness, and impact of Covid-19 control measures on the household.
    Kind of Data

    Event history data

    Unit of Analysis

    Interviews nested within responding households

    Version

    Version Description

    v2: Dataset for licence distribution

    Version Date

    2024-01-24

    Version Notes

    The questionnaire included both household-level and individual-specific questions, the latter of which could be directly addressed by other household members if they were present. The primary respondent acted as a proxy in all other cases. COVID-19 symptom screening was included in the questionnaire, and those who satisfied the Department of Health's COVID-19 symptom criteria were referred for additional investigation, testing, and management.

    Scope

    Notes

    The questionnaire included both household-level and individual-specific questions, the latter of which could be directly addressed by other household members if they were present. The primary respondent acted as a proxy in all other cases. COVID-19 symptom screening was included in the questionnaire, and those who satisfied the Department of Health's COVID-19 symptom criteria were referred for additional investigation, testing, and management.

    Topics
    Topic
    South Africa; Self report; Prospective studies; Longitudinal studies; COVID-19; Mental health; Social welfare; Masks; Pensions
    Keywords
    COVID-19, Surveillance, South Africa, Screening, Health and Demographic Surveillance System

    Coverage

    Geographic Coverage

    The South African Population Research Infrastructure Network (SAPRIN) currently represents a network of three Health and Demographic Surveillance System (HDSS) nodes located in rural South Africa, namely: 1) MRC/Wits University Agincourt HDSS in Bushbuckridge District, Mpumalanga, which has collected data since 1993. The nodal website is: http://www.agincourt.co.za; 2) the University of Limpopo DIMAMO HDSS in the Capricorn District of Limpopo, which has collected data since 1996.The nodal website is: N/A; 3) and the Africa Health Research Institute (AHRI) HDSS in uMkhanyakude District, KwaZulu-Natal, which has collected data since 2000.The nodal website is: http://www.ahri.org.

    The Agincourt HDSS covers a surveillance area of approximately 420 square kilometres and is located in the Bushbuckridge District, Mpumalanga in the rural northeast of South Africa close to the Mozambique border. At baseline in 1992, 57 600 people were recorded in 8900 households in 20 villages; by 2006, the population had increased to about 70 000 people in 11 700 households. As of 1st July 2022, there were 106 394 people under surveillance of whom 25% were not resident within the surveillance area, with a total of about 2.6 m person years of observation. 31% of the population is under 15 years old. The population is almost exclusively Xitsonga speaking. The Agincourt HDSS has population density of over 200 persons per square kilometre. The Agincourt HDSS extends between latitudes 24° 50´ and 24° 56´S and longitudes 31°08´ and 31°´ 25´ E. The altitude is about 400-600m above sea level.

    DIMAMO is located in the Capricorn district, Limpopo Province approximately 40 kilometres from Polokwane, the capital city of Limpopo Province and 15-50 kilometres from the University of Limpopo. The site covers an area of approximately 400 square kilometres . The initial total population observed was about 8 000 but the field site was expanded in 2010. As of 1st July 2022, there were 99 087 people under surveillance, of whom 23% were not resident within the surveillance area, with about 865,000 person years of observation. 29% of the population is under 15 years old. The population is predominantly Sepedi speaking. Most households have electricity. Some households have piped water either inside the house or in their yards, but most fetch water from taps situated at strategic points in the villages. Most households have a pit latrine in their yards. The area lies between latitudes and 23°65´ and 23°90´S and longitudes 29°65´ and 29°85´E. The HDSS is located on a high plateau area (approximately 1250 m above sea level) where communities typically consist of households clustered in villages, with access to local land for small-scale food production.

    Africa Health Research Institute (AHRI) is situated in the south-east portion of the Umkhanyakude district of KwaZulu-Natal province near the town of Mtubatuba. It is bounded on the west by the Umfolozi-Hluhluwe nature reserve, on the south by the Umfolozi river, on the east by the N2 highway (except form portions where the Kwamsane township stradles the highway) and in the north by the Inyalazi river for portions of the boundary.The surveillance area is approximately 850 square kilometres. As of 1st July 2022, there were 154 815 people under surveillance of whom 32% were not resident within the surveillance area, with about 2.5 m person years of observation. 30 % of the population is under 15 years old. The population is almost exclusively isiZulu speaking. The surveillance area is typical of many rural areas of South Africa in that while predominantly rural, it contains an urban township and informal peri-urban settlements. The area is characterized by large variations in population densities (20-3000 people per square kilometre). The area lies between latitudes -28°24' and 28°20'N and longitudes 32°10' and 31°58'E

    Universe

    Households resident in dwellings within the study area will be eligible for inclusion in the household component of SAPRIN. All individuals identified by the household proxy informant as a member of the household will be enumerated. A resident household member is an individual that intends to sleep the majority of time at the dwelling occupied by the household over a four-month period. Households will include resident and non-resident members. An individual is a non-resident member if they have close ties to the household, but do not physically reside with the household most of the time. They can also be called temporary migrants and they are enumerated within the household list. Because household membership is not tied to physical residency, an individual may be a member of more than one household.

    Producers and sponsors

    Primary investigators
    Name Affiliation
    Dr Molulaqhooa Linda Maoyi SAPRIN
    Tinofa Mutevedzi SAPRIN
    Prof Mark Collinson SAPRIN
    Prof Steve Tollman Agincourt
    Dr Joseph Tlouyamma DIMAMO
    Prof Collins Iwuji AHRI
    Dr Kobus Herbst SAPRIN
    Producers
    Name Affiliation Role
    Dr Molulaqhooa Linda Maoyi SAPRIN Technical Assistance
    Mfundo Khumalo SAPRIN Technical Assistance
    Tinofa Mutevedzi SAPRIN Technical Assistance
    Prof Mark Collinson SAPRIN Technical Assistance
    Dr Kobus Herbst SAPRIN Technical Assistance
    Funding Agency/Sponsor
    Name Abbreviation Role
    Department of Science, Technology and Innovation DSTI Current Funder
    Other Identifications/Acknowledgments
    Name Affiliation Role
    Agincourt Data Team Agincourt Providing Data
    DIMAMO Data Team DIMAMO Providing Data
    AHRI Data Team AHRI Providing Data
    Centre for High Performance Computing Centre for High Performance Computing Providing IT Infrastucture for Data Processing

    Sampling

    Sampling Procedure

    This dataset is not based on a sample but contains information from the complete demographic surveillance areas.

    Data collection

    Dates of Data Collection
    Start End Cycle
    2020-04-15 2023-07-31 SAPRIN
    Time Method

    2020-2023

    Frequency of Data Collection

    Monthly Data Collection

    Time periods
    Start date End date Cycle
    2020-04-15 2023-07-31 SAPRIN

    Data Access

    Access authority
    Name Affiliation URL Email
    Molulaqhooa Linda Maoyi SAPRIN http://saprin.mrc.ac.za/ Linda.Maoyi@mrc.ac.za
    Kobus Herbst SAPRIN http://saprin.mrc.ac.za/ kobus.herbst@mrc.ac.za
    Access conditions

    This data is made available for access under the following conditions:
    1)The data and other materials provided by SAPRIN will not be redistributed or sold to other individuals, institutions, or organizations without the written agreement of SAPRIN.
    2)The data will be used for statistical and scientific research purposes only. They will be used solely for reporting of aggregated information, and not for investigation of specific individuals or organisations. The Data User will neither use nor permit others to use the data in any way other than listed in the original application (Analysis Plan) for access to the dataset.
    3)No attempt will be made to re-identify respondents, and no use will be made of the identity of any person or establishment discovered inadvertently. Any such discovery should immediately be reported to SAPRIN.
    4)No attempt will be made to produce links among datasets provided by SAPRIN, or among data from SAPRIN and other datasets that could identify individuals or organizations.
    5)The Data User will ensure that the data are kept in a secured environment and that only authorized users have access to the data.
    6)Any books, articles, conference papers, theses, dissertations, reports, or other publications that employ data obtained from SAPRIN will cite the source of data in accordance with the Citation Requirement provided with each dataset.
    7)An electronic copy of all reports and publications based on the requested data will be sent to SAPRIN.
    8)The original collector of the data, SAPRIN, and relevant funding agencies bear no responsibility for use of the data or for interpretations or inferences based upon such uses.
    9) Once the data set has served its indicated purpose it must be destroyed. If the dataset needs to be lodged for publication purposes, a reference (a digital object identifier will be maintained by SAPRIN for this purpose) to the original dataset on the SAPRIN data repository should be used. Derived or aggregated datasets produced from the original dataset do not fall within this provision and may be lodged as publication datasets. If the same dataset is needed for a different purpose, the dataset should be re-requested and the new purposes indicated.

    Citation requirements

    Maoyi, ML; Mutevedzi, T; Collinson, M; Herbst, K (2024): SAPRIN COVID-19 Individual and Household Observations 2023 Datasets : SAPRIN Individual COVID-19 Observations 2023. South African Population Research Infrastructure Network. https://doi.org/10.23667/SAPRIN.SC19IO2023

    Maoyi, ML; Mutevedzi, T; Collinson, M; Herbst, K (2024): SAPRIN COVID-19 Individual and Household Observations 2023 Datasets : SAPRIN Household COVID-19 Observations 2023. South African Population Research Infrastructure Network. https://doi.org/10.23667/SAPRIN.SC19HO2023

    Disclaimer and copyrights

    Disclaimer

    The user of the data acknowledges that the original collector of the data and the relevant funding agencies bear no responsibility for the data's use or interpretation or inferences based upon it.

    Copyright

    This dataset documentation is licensed under a Creative Commons Attribution-Non Commercial 4.0 International License. The dataset is shared in terms of the data-use agreement accepted at the time of data download.

    Contacts

    Contacts
    Name Affiliation Email URL
    Molulaqhooa Linda Maoyi SAPRIN linda.maoyi@mrc.ac.za http://saprin.mrc.ac.za/
    Kobus Herbst SAPRIN kobus.herbst@mrc.ac.za http://saprin.mrc.ac.za/

    Metadata production

    DDI Document ID

    DDI.SAPRIN.SC19IHO2023V2

    Producers
    Name Abbreviation Affiliation Role
    Molulaqhooa Linda Maoyi MLM SAPRIN Documentation of Study and Review of the metadata
    Mfundo Khumalo MK SAPRIN Documentation of Study and Review of the metadata
    Date of Metadata Production

    2024-01-24

    Metadata version

    DDI Document version

    Version 2 (January 2024)

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