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Monday, January 28 • 10:20am - 10:40am
(HUMAN DIMENSIONS: FISHERIES 1) What Makes Anglers Happy: A Sentiment Analysis of Walleye Angler Fora in the United States

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AUTHORS: Kirsten Vacura, Paul Venturelli – Ball State University

ABSTRACT: Human behavior is an important factor in natural resource management. Obtaining the public’s opinion – for example, through creel, mail, and phone surveys – can be time consuming and expensive. Analyzing the text that hunters and anglers contribute to online fora may be a faster and cheaper alternative. In this study, we used walleye (Sander vitreus) oriented online fora to compare and explain the “happiness” of walleye anglers among and within ten U.S. states. We used sentiment analysis to score text data from each state as positive, negative, or neutral, and then normalized these scores by expressing them relative to the baseline level of happiness in each state. We determined the extent to which fisheries management explained variation in “happiness” scores within and among states via statistical analyses that included such factors as regulation strictness and complexity, angler density, stocking programs, and transparency of the state's natural resource agency. Although we did not generate results in time for the abstract deadline, we are confident that we will explain some variation and have interesting things to report at the meeting.

Monday January 28, 2019 10:20am - 10:40am

Attendees (5)