Relevance and Research Question
Underrepresentation of members of ethnic minority or immigrant-origin groups in most panels available to researchers hinders the study of these individuals experiences of daily life as well as racism and discrimination, or how these groups are affected by and react to important events.
Several approaches for reaching these groups exist but each method introduces biases. Onomastic classification is the current gold standard for identifying minority individuals; however, it is cost-intensive and has been shown to systematically miss well-integrated individuals. Respondent-driven sampling is increasingly popular for sampling rare or hidden individuals, while Facebook samples are the easiest and least expensive method to implement, but yield non-probability samples.
In order to identify the most efficient and representative methods of sampling and recruiting potential participants, we compare three different sampling methods with regard to the resulting biases in distributions.
Methods and Data
We compare three sampling methods:
(1) mail push-to-web recruitment of a probability sample with name-based (onomastic classification)
(2) web-based respondent-driven sampling (web-RDS)
(3) Facebook convenience sampling
In order to systematically test these methods against each other, we designed a set of experimental conditions. We test these conditions by sampling and recruiting a national sample of 1st-generation Portuguese migrants and their children.
We will compare the conditions based on factors which may affect recruitment into a national German online panel such as degree of integration, survey language and self-assesses language fluency, and income. Because we give individuals in the probability sample the option to respond via mail or web, we will additionally be able to compare differences across survey modes.
Results
We began fielding the probability sample condition at the beginning of March. We anticipate fielding of the additional conditions from April until June. This will allow us time to conduct analyses and develop preliminary results prior to the conference start date.
Added Value
Our paper will present an overview of our implementation of each method; our evaluation criteria; and preliminary results. We will provide a more realistic understanding of the potential biases, strengths, and weaknesses of each method, thus supporting researchers in making better informed methods choices.