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50x2030

Women’s Empowerment and Nutrition (WEN) Survey 2024

Liberia, 2024 - 2025
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Reference ID
LBR_2024_WEN_v01_M_v01_A_ESS
Producer(s)
Liberia Institute of Statistics and Geo-Information Services, Ministry of Agriculture
Collections
50x2030 Surveys
Metadata
DDI/XML JSON
Created on
Mar 26, 2026
Last modified
Apr 21, 2026
Page views
2186
  • Study Description
  • Data Dictionary
  • Downloads
  • Get Microdata
  • Identification
  • Version
  • Scope
  • Coverage
  • Producers and sponsors
  • Sampling
  • Survey instrument
  • Data collection
  • Data processing
  • Data Access
  • Disclaimer and copyrights
  • Contacts
  • Metadata production
  • Identification

    Survey ID number

    LBR_2024_WEN_v01_M_v01_A_ESS

    Title

    Women’s Empowerment and Nutrition (WEN) Survey 2024

    Abbreviation or Acronym

    WEN 2024

    Country
    Name Country code
    Liberia LBR
    Study type

    Agricultural Survey [ag/oth]

    Series Information

    The Women's Empowerment and Nutrition (WEN) module was integrated into the Annual Agricultural Survey 2024 under the umbrella of the 50x2030 Initiative to close the agricultural data gap https://www.50x2030.org/, a global partnership of the World Bank, FAO and IFAD aimed to strengthen the availability of data on agriculture. This is the first WEN survey in Liberia, designed to generate nationally representative statistics on empowerment and women's dietary diversity among agricultural households.

    Abstract

    The Women's Empowerment and Nutrition Survey (WEN) 2024 provides a comprehensive picture of empowerment, women's nutrition, and the relationship between the two in agricultural households across Liberia. Implemented by the Liberia Institute of Statistics and Geo-Information Services (LISGIS) in collaboration with the Ministry of Agriculture (MoA), and with technical support of the Food and Agriculture Organization of the United Nations (FAO), the survey had four key objectives:

    1. To measure the empowerment of women in agricultural households and assess their dietary diversity, with findings disseminated to ministries and stakeholders for programming and policy design.
    2. To document lessons learned in order to refine and strengthen methodologies for measuring women’s empowerment within
      agricultural surveys.
    3. To raise visibility of empowerment and nutrition indicators at national and global levels, demonstrating the feasibility of
      embedding such measures in agriculture-based surveys.
    4. To strengthen national capacity to collect, analyze, and use gender- and nutrition-sensitive data for evidence-based decision
      making.
    Kind of Data

    Sample survey data [ssd]

    Unit of Analysis

    Agricultural households.

    Version

    Version Description

    v1.0: This is the first version of the edited and anonymized datasets.

    Scope

    Notes

    The WEN survey covered:

    a) Women's empowerment domains - i.e., claiming rights, making choices, engaging in communities, access to resources (WEMNS).
    b) Tenure rights over agricultural land (SDG 5.a.1) and residential dwelling.
    c) Dietary Diversity for Women (MDD-W).

    Topics
    Topic Vocabulary URI
    Gender Equality ELSST Thesaurus https://thesauri.cessda.eu/elsst-5/en/
    Food Security ELSST Thesaurus https://thesauri.cessda.eu/elsst-5/en/
    Keywords
    Women's empowerment Dietary diversity

    Coverage

    Geographic Coverage

    National coverage

    Universe

    Male and female members living in agricultural households aged between 18 and 64 years.

    Producers and sponsors

    Primary investigators
    Name
    Liberia Institute of Statistics and Geo-Information Services
    Ministry of Agriculture
    Producers
    Name Affiliation Role
    Food and Agriculture Organization of the United Nations United Nations Technical assistance
    Funding Agency/Sponsor
    Name Abbreviation
    Government of Liberia
    Food and Agriculture Organization of the United Nations FAO
    Gates Foundation BMGF
    Harmonizing and Improving Statistics in West Africa Project HISWAP

    Sampling

    Sampling Procedure

    The survey targeted adult members aged 18-64 living in agricultural households.As the MDD-W indicator is validated for women of reproductive age, the dietary diversity section was administered only to women. To meet the survey's measurement objectives, three estimation domains were defined: women aged 18-49, women and men aged 18-64. Two partially overlapping estimation domains were created for women to ensure a good level of precision for the population group concerned by the MDD-W indicator i.e., women between 18 and 49 years old.

    The WEN sample was drawn from the sample used for the national agricultural survey (Annual Agricultural Survey 2024). First a subsample of households was selected within each stratum with simple random sampling. Second, within the sub-sampled households, a fixed number of adults were randomly chosen in the field after listing all household members. The subsampling of individuals within the selected households was performed through a simple random sampling stratified by gender and age and it was performed in the field after having listed all household members. Hence, the sampling of the WEN survey adopted the same stratification criteria as the agricultural survey sample. Acknowledging clustering and intra-household correlation, the sampling design assumed a design effect of 3.5.

    Response Rate

    The response rate is 80%.

    Weighting

    Individual weights have been computed and included in the dataset.

    Survey instrument

    Questionnaires

    The 2024 Women's Empowerment and Nutrition (WEN) questionnaire encompasses multiple topics: time use and agency; community participation and leadership; financial services and credit; property ownership and tenure security; decision-making and control over income; ICT access and use; women's dietary diversity (MDD-W). The CAPI instrument contained automated quality checks and skip patterns. The questionnaire was organized in ten modules:
    ·Module D - Paid and Unpaid Activities. Captures time use in the last seven days: household chores, care work, market activities, paid work, farming (subsistence and commercial), leisure, religious/cultural events, learning. It records decision-making power over how much time respondents dedicate to each activity.
    ·Module E - Participation and Leadership in Community. Assesses participation in and leadership of different community groups (government, service, financial, livelihood, and religious/social groups). Gender-specific perception questions:
    oFor women: perceptions of women's ability to participate and be heard in the community.
    oFor men: same but framed around men's participation.
    ·Module F - Life Transitions and Awareness of Rights (Women only). Measures women's agreement with rights-based statements (education, work, income use, property ownership, marriage/divorce, childbearing decisions). Captures attitudes toward women's autonomy across life transitions.
    ·Module G - Financial Services and Credit. Records use of financial services in the past 12 months (mobile money, bank account, ATM, credit card). Assesses access to loans from formal (banks, cooperatives, microfinance) and informal (savings groups, moneylenders, NGOs) institutions.
    ·Module H - Property Ownership. Measures ownership and rights to agricultural land and dwellings. Asks about ability to sell, bequeath, or document property rights. Captures security of tenure by asking for the likelihood of involuntary loss.
    ·Module I - Decision-Making and Control over Income. Assesses individual influence over use of household money (own and others'), major household purchases, decisions on personal healthcare.
    ·Module J - Information Communication Technologies (ICT). Measures frequency of use of mobile phones, internet and social media platforms.
    ·Module L - Sexual Harassment (Women only). Captures attitudes on acceptability of different forms of harassment: verbal disrespect, work restrictions, rumor-spreading unwanted romantic/sexual advances and exchange of work benefits for sexual favors. Asked in private, ensuring no one could overhear the questions.
    ·Module M - Food and Drinks Consumed in Last 24 Hours (Women only). 24-hour dietary recall to measure Minimum Dietary Diversity for Women (MDD-W). Lists food groups (cereals, roots/tubers, legumes, nuts, dairy, meat/fish, eggs, leafy greens, vegetables, fruits, oils/fats, sweets, beverages, insects). Provides standardized recall for comparability across individuals.
    ·Module N - Information on Respondent. Records literacy, schooling history, and highest education level.
    ·Module O - Result of the Interview. Enumerators report whether the interview was private, completion status, reasons for partial or incomplete interviews.

    Data collection

    Dates of Data Collection
    Start End
    2024-11 2025-02
    Mode of data collection
    • Computer Assisted Personal Interview [capi]
    Data Collectors
    Name Affiliation Abbreviation
    Liberia Institute of Statistics and Geo-Information Services Government of the Republic of Liberia LISGIS
    Ministry of Agriculture Government of the Republic of Liberia MOA
    Supervision

    Supervisors managed day-to-day operations and logistics; coordinated EA coverage and enumerator workload; monitored data quality (completeness, internal consistency, and adherence to protocols); provided immediate feedback and corrective guidance; resolved technical issues (including CAPI troubleshooting and question interpretation); conducted spot checks and direct observation of interviews; and compiled progress reports for central coordination.

    Enumerators conducted interviews in accordance with protocol, maintained respondent confidentiality and privacy, ensured accurate CAPI entry, and reported operational issues promptly to supervisors.

    Data processing

    Data Editing

    The data went through the following consistency checks:

    · Rigorous internal and cross-module checks enforced skip logic and consistency.
    · Rule-based imputation was applied where needed to maintain within-module coherence, for example, when a response contradicted a required filter or created a logical inconsistency between related items. In such cases value was re-coded to maintain consistency.
    · No statistical/model-based imputation was used to infer substantive values. All edits and imputations followed predefined rules and were fully documented in Stata do-files.

    Data Access

    Access authority
    Name Affiliation URL Email
    Liberia Institute of Statistics and Geo-Information Services Government of Liberia https://lisgis.gov.lr/ [email protected]
    Confidentiality
    Is signing of a confidentiality declaration required? Confidentiality declaration text
    yes Confidentiality of respondents is guaranteed by the National Statistics and Geo-Information Act of Liberia, enacted 2004 and the United Nations Fundamental Principles on Official Statistics, specifically principle six. Before being granted access to the dataset, all users have to formally agree: 1. To make no copies of any files or portions of files to which s/he is granted access except those authorized by LISGIS. 2. Not to use any technique in an attempt to learn the identity of any person, household, non-household or community not identified on public use data files. 3. To hold in strictest confidence the identification of any establishment or individual that may be inadvertently revealed in any documents or discussion, or analysis. Such inadvertent identification revealed in her/his analysis will be immediately brought to the attention of the data depositor.
    Access conditions

    The dataset has been anonymized and is available as a Public Use Dataset. It is accessible to all for statistical and research purposes only, under the following terms and conditions:

    The data and other materials will not be redistributed or sold to other individuals, institutions, or organizations without the written agreement of LISGIS.
    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 organizations.
    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 would immediately be reported to LISGIS.
    No attempt will be made to produce links among datasets provided by LISGIS, or among data from LISGIS and other datasets that could identify individuals or organizations.
    Any books, articles, conference papers, theses, dissertations, reports, or other publications that employ data obtained from LISGIS will cite the source of data in accordance with the Citation Requirement provided with each dataset.
    An electronic copy of all reports and publications based on the requested data will be sent to LISGIS.
    The original collectors of the data, LISGIS, MOA, and the relevant funding agencies bear no responsibility for use of the data or for interpretations or inferences based upon such uses.

    Citation requirements

    Liberia Institute of Statistics and Geo-Information Services. Women's Empowerment and Nutrition Survey (WEN) 2024, Ref. LBR-WEN-2024-v01.

    Dataset downloaded from https://lisgis.gov.lr/ or microdata.lisgislr.org

    Disclaimer and copyrights

    Disclaimer

    The user of the data acknowledges that the authorized distributor of the data (i.e., LISGIS), MOA and the relevant funding agency bear no responsibility for use of the data or for interpretations or inferences based upon such uses.

    Copyright

    © LISGIS. All Rights Reserved

    Contacts

    Contacts
    Name Affiliation Email URL
    Matthew Wantoe, Director for ICT Division Liberia Institute of Statistics and Geo-Information Services [email protected] https://lisgis.gov.lr/
    Liberia Institute of Statistics and Geo-Information Services [email protected] https://lisgis.gov.lr/

    Metadata production

    DDI Document ID

    DDI_LBR_2024_WEN_v01_M_v01_A_ESS_FAO

    Producers
    Name Abbreviation Affiliation Role
    Liberia Institute of Statistics and Geo-Information Services LISGIS Government of Republic of Liberia Documentation of the study
    Ministry of Agriculture MoA Government of Republic of Liberia Documentation of the study
    Food and Agriculture Organization of the United Nations FAO United Nations Documentation of the study

    Metadata version

    DDI Document version

    Version 1.0 (February 2026). This is the first version of the DDI document for LIB-WEN 2024.

    Back to Catalog
    Food and Agriculture Organization of the United Nations

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