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Author Eager, Bronwyn, author

Title Combining quantitative data obtained from convenience and panel sampling : a case for avoiding waste in data collection efforts in entrepreneurship research / Bronwyn Eager
Published London : SAGE Publications Ltd, 2019
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Sage Research Methods Cases    View Resource Record  

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Description 1 online resource
Series SAGE Research Methods. Cases
SAGE Research Methods. Cases
Summary This case presents an overview of the challenges and issues I experienced when conducting a quantitative research program using survey-based methods to explore stress, coping, and burnout in Australian entrepreneurs. I focus on discussing data collection modes, namely, how I recruited participants through convenience and purposeful sampling (i.e., non-contracted data) as well as outsourcing participant recruitment to a panel management service (i.e., contracted data). Issues arose after statistical analysis showed that non-contracted and contracted data differed significantly, and as such could not be considered a single sample. The implication of this was that data from multiple sampling modes could not be aggregated for the main analysis. An a priori power analysis indicated that the number of participants in the non-contracted sampling group was not sufficient to obtain a desired level of statistical power to detect significant interaction effects in later analysis and these cases were subsequently abandoned́representing wasted efforts for myself and participants. In this case, I reflect on the research design, data collection, and analysis process and highlight several complexities associated with collecting data from entrepreneurs
Bibliography Includes bibliographical references and index
Notes Description based on XML content
Subject Burn out (Psychology) -- Case studies.
Businesspeople -- Job stress -- Australia -- Case studies.
Entrepreneurship -- Research -- Case studies.
Entrepreneurship -- Australia -- Statistical services -- Case studies.
Quantitative research -- Case studies.
Stress (Psychology) -- Case studies.
Genre/Form Case studies.
Case studies.
Form Electronic book
ISBN 1526468093
9781526468093 (ebook)