Integrating probability and nonprobability samples for survey inference

A Wiśniowski, JW Sakshaug… - Journal of Survey …, 2020 - academic.oup.com
Survey data collection costs have risen to a point where many survey researchers and
polling companies are abandoning large, expensive probability-based samples in favor of …

Supplementing small probability samples with nonprobability samples: A Bayesian approach

JW Sakshaug, A Wiśniowski… - Journal of Official …, 2019 - journals.sagepub.com
Carefully designed probability-based sample surveys can be prohibitively expensive to
conduct. As such, many survey organizations have shifted away from using expensive …

Measurement equivalence in probability and nonprobability online panels

H Einarsson, JW Sakshaug, A Cernat… - … journal of market …, 2022 - journals.sagepub.com
Nonprobability online panels are commonly used in the social sciences as a fast and
inexpensive way of collecting data in contrast to more expensive probability-based panels …

Modeling the effect of quota sampling on online fieldwork efficiency: An analysis of the connection between uncertainty and sample usage

C Ochoa, JM Porcar - International Journal of Market …, 2018 - journals.sagepub.com
Market, Opinion and Social Research is increasingly relying on non-probabilistic online
panels as data sources and quota sampling as the default sampling method. Quota …

Combining Scientific and Non-scientific Surveys to Improve Estimation and Reduce Costs

JW Sakshaug, A Wiśniowski, DA Perez Ruiz… - … Between Social Science …, 2021 - Springer
Survey data collection costs have risen to a point where many survey researchers are
abandoning large, expensive probability-based samples in favor of less expensive …