Livelihoods Programme Monitoring Beneficiary Survey 2017 - Zambia

Abstract
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Since 2014, UNHCR has undertaken a comprehensive revision of the framework for monitoring UNHCR Livelihoods and Economic Inclusion programs. Since 2017, mobile data collection (survey) tools have been rolled out globally, including in Zambia. The participating operations conducted a household survey to a sample of beneficiaries of each livelihoods project implemented by UNHCR and its partner. The dataset consists of baseline (239 observations) and endline data (65 observations) from the same sample beneficiaries, in order to compare before and after the project implementation and thus to measure the impact.

Geographic coverage
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Lusaka
Mayukwayukwa
Meheba

Analysis unit
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Household

Kind of data
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Sample survey data [ssd]

Sampling procedure
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The sample size for this dataset is:
Baseline data : 239
Endline data : 65
Total : 304

The sampling was conducted by each participating operation based on general sampling guidance provided as the following;

- At least 100 randomly selected beneficiaries for each project
- Representativeness of sub-groups (gender, camp, etc.) should be kept as much as possible
- Baseline and endline beneficiaries should be the same

Sampling deviation
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Some operations may deviate from the sampling guidance due to local constraints such as logistical and security obstacles.

Mode of data collection
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Computer Assisted Personal Interview [capi]

Research instrument
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The survey questionnaire used to collect the survey consists of five sections: Partner Information, General Information on Beneficiary, Access to Agricultural Production Enabled and Enhanced, Access to Self-Employment/ Business Facilitated, and Access to Wage Employment Facilitated.

Cleaning operations
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The dataset presented here has undergone light checking, cleaning, harmonisation of localised information, and restructuring (data may still contain errors) as well as anonymization (includes removal of direct identifiers and sensitive variables, and grouping values of select variables). Empty values can occur for several reasons (e.g. no occurrence of agricultural interventions among the beneficiaries will result in empty variables for the agricultural module).

Response rate
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Information not available

{'Abstract': '自2014年起，联合国难民署对监测其生计和经济融入项目框架进行了全面修订。自2017年起，包括赞比亚在内的全球范围内推广了移动数据收集（调查）工具。参与操作针对联合国难民署及其合作伙伴实施的每个生计项目的受益人样本进行了家庭调查。该数据集包含来自同一样本受益人的基线数据（239个观测值）和终点数据（65个观测值），以比较项目实施前后的情况，从而衡量项目的影响。', 'Geographic coverage': '涵盖地区：卢萨卡、Mayukwayukwa、Meheba', 'Analysis unit': '分析单元：家庭', 'Kind of data': '数据类型：样本调查数据[ssd]', 'Sampling procedure': '本数据集的样本量如下：
基线数据：239
终点数据：65
总计：304
抽样由每个参与操作根据以下提供的通用抽样指南进行；
- 每个项目至少随机选择100名受益人
- 尽可能保持子群体（性别、营地等）的代表性
- 基线和终点受益人应相同', 'Sampling deviation': '由于当地限制，如物流和安全障碍，某些操作可能偏离抽样指南。', 'Mode of data collection': '数据收集方式：计算机辅助个人访谈[capi]', 'Research instrument': '用于收集调查的问卷由五个部分组成：合作伙伴信息、受益人一般信息、农业生产可及性和提升、自营/商业促进的可及性以及工资就业促进的可及性。', 'Cleaning operations': '此处展示的数据集已经过轻度检查、清洁、本地化信息的协调以及重构（数据可能仍包含错误）以及匿名化（包括移除直接标识符和敏感变量，以及将某些变量的值分组）。空值可能由于多种原因产生（例如，在受益人中不存在农业干预将导致农业模块的变量为空）。', 'Response rate': '信息不可用'}