SayPro Data Gathering

Distributed across diverse communities using both digital and paper formats

Designed to collect standardized data on household conditions, access to services, education levels, employment status, and more

Stratified sampling ensured coverage across age groups, income brackets, geographic locations, and gender identities

Focus Group Discussions

Conducted with targeted subgroups, including youth, women, persons with disabilities, and elderly citizens

Provided nuanced, context-rich insights that helped explain survey findings

Facilitated open dialogue and collective reflection on community priorities

In-Depth Interviews

One-on-one interviews with key informants such as local government officials, teachers, healthcare providers, and community organizers

Gathered expert opinions on issue prevalence, causes, and perceived solutions

Offered a macro-level view to complement grassroots perspectives

Sampling and Representation:

Over 1,000 community members reached across urban, peri-urban, and rural areas

Sample designed to reflect local population demographics and regional diversity

Special attention given to reaching underrepresented and vulnerable groups

Data Integrity Measures:

Trained local fieldworkers to ensure consistent, culturally sensitive engagement

Informed consent obtained from all participants

Data validation procedures applied during collection and entry to minimize errors