How sales promotion influences consumers’ physical exercise and purchase behaviors: evidence from mobile exercise app data

Seongsoo Jang, Hwang Kim, V. Rao
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Abstract

Purpose Firms can benefit from designing sales promotion based on the analysis of consumers' physical exercise and purchase data. This study aims to study mobile exercise app data to explore how purchasing a promoted or nonpromoted product affects exercisers’ subsequent exercise and purchase behaviors.Design/methodology/approach Drawing from the theoretical framework of overjustification effect, this study empirically examines the effects of the purchase of promoted – monetary and nonmonetary – or nonpromoted products on relationships (1) between past and subsequent exercise behaviors and (2) between past exercise and subsequent purchase behaviors. Novel data of one million exercise activities and purchase transactions created by 7,517 mobile exercise app users were collected.Findings The results reveal that monetary and nonmonetary promotions have a negative effect on overall consumers’ amount of physical exercise but increase heavy exercisers’ exercise amount. In addition, nonmonetary (monetary) promotion has a positive (negative) effect on consumers’ purchase expenditure but has no moderating effect on the exercise–expenditure relationship.Originality/value This study provides a theoretical framework explaining how to mitigate the dark side of sales promotions while targeting right exercise consumer segments with the right promotion campaigns.
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促销如何影响消费者的体育锻炼和购买行为:来自移动健身app数据的证据
目的企业可以通过分析消费者的体育锻炼和购买数据来设计促销活动。本研究旨在研究移动健身app数据,探讨购买促销或非促销产品如何影响锻炼者后续的锻炼和购买行为。本研究从过度合理化效应的理论框架出发,实证检验了购买促销货币产品和非货币产品或非促销产品对(1)过去和随后的锻炼行为之间以及(2)过去锻炼和随后的购买行为之间关系的影响。收集了7517个移动健身app用户创建的100万次健身活动和购买交易的新数据。结果表明,货币和非货币促销对整体消费者的运动量有负面影响,但对重度锻炼者的运动量有增加作用。此外,非货币性(货币性)促销对消费者的购买支出有正向(负向)影响,但对运动-支出关系没有调节作用。原创性/价值本研究提供了一个理论框架,解释如何减轻销售促销的阴暗面,同时通过正确的促销活动瞄准正确的运动消费者群体。
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