激励措施可以提高发展中国家的调查数据质量吗? :来自印度实地实验的结果
Guy Stecklov1, Alexander Weinreb2, Calogero Carletto3
1Hebrew University, Jerusalem, Israel, and University of British Columbia, Vancouver, Canada.
概括
对印度调查受访者的激励措施减少了非响应,但可能会扭曲数据. 收到支付的家庭报告收入和资产较低,这表明调查质量可能存在偏差.
科学领域:
- 社会科学 社会科学 社会科学
- 经济学 经济学 经济学
- 调查方法 调查方法
背景情况:
- 调查数据的质量对于发展中国家的政策和研究至关重要.
- 了解受访者激励对数据准确性的影响对于改善调查设计至关重要.
研究的目的:
- 评估条件激励对印度卡纳塔克州调查数据质量的影响.
- 分析支付如何影响响应率以及报告的社会人口统计,行为和态度信息的准确性.
主要方法:
- 印度卡纳塔克邦2276个家庭的实验设计.
- 随机分配934个家庭接受一次性支付 (激励组).
- 对两个组的各种调查问题进行数据质量分析.
主要成果:
- 激励措施显著减少了单位的不响应.
- 激励对大多数社会人口统计,行为和态度问题的影响很小.
- 收到激励措施的家庭报告消费,收入和资产大幅下降.
结论:
- 有条件的激励措施可以提高调查参与率.
- 激励措施可能会导致受访者低估收入和资产,可能会显得更有需要.
- 在使用激励措施时,必须仔细考虑对数据质量的净影响.
相关概念视频
Surveys
14.8K
Often, psychologists develop surveys as a means of gathering data. Surveys are lists of questions to be answered by research participants, and can be delivered as paper-and-pencil questionnaires, administered electronically, or conducted verbally. Generally, the survey itself can be completed in a short time, and the ease of administering a survey makes it easy to collect data from a large number of people.
14.8K
Data Collection by Survey
6.5K
The systematic method of obtaining and analyzing accurate information of a population is called data collection. A survey is a standard method of data collection that involves collecting information from a target human population about their experience, opinion, or knowledge of a product, service, or process. The responses are recorded and interpreted. The most common survey examples are written questionnaires, face-to-face or telephonic conversations, focus groups, and electronic (e-mail or...
6.5K
Data Collection by Experiments
24.3K
Data collection is a systematic method of obtaining, observing, measuring, and analyzing accurate information. An experimental study is a standard method of data collection that involves the manipulation of the samples by applying some form of treatment prior to data collection. It refers to manipulating one variable to determine its changes on another variable. The sample subjected to treatment is known as “experimental units.”
An example of the experimental method is a public...
An example of the experimental method is a public...
24.3K
Bias
4.3K
Bias refers to any tendency that prevents a question from being considered unprejudiced. In research, bias occurs when one outcome or answer is selected or encouraged over others in sampling or testing. Bias can occur during any research phase, including study design, data collection, analysis, and publication.
In statistics, a sampling bias is created when a sample is collected from a population, and some members of the population are not as likely to be chosen as others (remember, each member...
In statistics, a sampling bias is created when a sample is collected from a population, and some members of the population are not as likely to be chosen as others (remember, each member...
4.3K
Convenience Sampling Method
8.9K
Sampling is a technique to select a portion (or subset) of the larger population and study that portion (the sample) to gain information about the population. Data are the result of sampling from a population. The sampling method ensures that samples are drawn without bias and accurately represent the population.
Convenience sampling is a non-random method of sample selection; this method selects individuals that are easily accessible and may result in biased data. For example, a marketing...
Convenience sampling is a non-random method of sample selection; this method selects individuals that are easily accessible and may result in biased data. For example, a marketing...
8.9K
Types of Surveys
71
Surveys are essential for marking property boundaries near water bodies. Different types of surveys are defined, each with its own function. Land surveys mark the property boundaries, while route surveys determine the position of properties on nearby highways. Topographic surveys create maps by capturing the three-dimensional features of the land. Hydrographic surveys focus on the shapes of underwater areas and the movement of streams through the properties. Mine surveys determine the relative...
71


