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把钱花在实处:StepBet 健身活动游戏化存款合约的现实效果。

Put your money where your feet are: The real-world effects of StepBet gamified deposit contracts for physical activity.

作者信息

de Buisonjé David R, Brosig Fiona, Breeman Linda D, Bloom Erika Litvin, Reijnders Thomas, Janssen Veronica R, Kraaijenhagen Roderik A, Kemps Hareld M C, Evers Andrea W M

机构信息

Health, Medical and Neuropsychology Unit, Institute of Psychology, Leiden University, Leiden, the Netherlands.

WayBetter, Inc., Wilmington, DE, USA.

出版信息

Internet Interv. 2023 Feb 26;31:100610. doi: 10.1016/j.invent.2023.100610. eCollection 2023 Mar.

Abstract

BACKGROUND

Gamification and deposit contracts (a financial incentive in which participants pledge their own money) can enhance effectiveness of mobile behavior change interventions. However, to assess their potential for improving population health, research should investigate implementation of gamified deposit contracts outside the research setting. Therefore, we analyzed data from StepBet, a smartphone application originally developed by WayBetter, Inc.

OBJECTIVE

To perform a naturalistic evaluation of StepBet gamified deposit contracts, for whom they work best, and under which conditions they are most effective to help increase physical activity.

METHODS

WayBetter provided data of StepBet participants that participated in a stepcount challenge between 2015 and 2020 (N = 72,974). StepBet challenges were offered on the StepBet smartphone application. The modal challenge consisted of a $40 deposit made prior to a 6-week challenge period during which participants needed to reach daily and weekly step goals in order to regain their deposit. Participants who met their goals also received additional earnings which were paid out from the money lost by those who failed their challenge. Challenge step goals were tailored on a 90-day historic step count retrieval that was also used as the baseline comparison for this study. Primary outcomes were increase in step count (continuous) and challenge success (dichotomous).

RESULTS

Overall, average daily step counts increased by 31.2 % (2423 steps,  = 3462) from 7774 steps  3112) at baseline to 10,197 steps  4162 during the challenge. The average challenge success rate was 73 %. Those who succeeded in their challenge (n = 53,281) increased their step count by 44.0 % (3465 steps,  = 3013), while those who failed their challenge (n = 19,693) decreased their step count by -5.3 % (-398 steps,  = 3013). Challenges started as a New Year's resolution were slightly more successful (77.7 %) than those started during the rest of the year (72.6 %).

DISCUSSION

In a real-world setting, and among a large and diverse sample, participating in a gamified deposit contract challenge was associated with a large increase in step counts. A majority of challenges were successful and succeeding in a challenge was associated with a large and clinically relevant increase in step counts. Based on these findings, we recommend implementing gamified deposit contracts for physical activity where possible. An interesting avenue for future research is to explore possible setback effects among people who fail a challenge, and how setbacks can be mitigated.

PRE-REGISTRATION: Open Science Framework (doi:10.17605/OSF.IO/D237C).

摘要

背景

游戏化和存款合同(一种参与者抵押自己资金的经济激励方式)可以提高移动行为改变干预措施的有效性。然而,为了评估它们对改善人群健康的潜力,研究应调查研究环境之外的游戏化存款合同的实施情况。因此,我们分析了来自StepBet的数据,StepBet是WayBetter公司最初开发的一款智能手机应用程序。

目的

对StepBet游戏化存款合同进行自然主义评估,确定其最适合的人群以及在何种条件下最有效地帮助增加身体活动。

方法

WayBetter提供了2015年至2020年间参与步数挑战的StepBet参与者的数据(N = 72,974)。StepBet挑战在StepBet智能手机应用程序上进行。典型的挑战包括在为期6周的挑战期之前存入40美元,在此期间参与者需要达到每日和每周的步数目标才能取回存款。达到目标的参与者还会获得额外收益,这些收益从挑战失败的参与者损失的资金中支付。挑战步数目标是根据90天的历史步数检索量身定制的,该检索也用作本研究的基线比较。主要结果是步数增加(连续变量)和挑战成功(二分变量)。

结果

总体而言,平均每日步数从基线时的7774步(标准差 = 3112)增加了31.2%(2423步,标准差 = 3462),在挑战期间达到10,197步(标准差 = 4162)。平均挑战成功率为73%。挑战成功的参与者(n = 53,281)步数增加了44.0%(3465步,标准差 = 3013),而挑战失败的参与者(n = 19,693)步数减少了 -5.3%(-398步,标准差 = 3013)。以新年决心开始的挑战(77.7%)比一年中其他时间开始的挑战(72.6%)略更成功。

讨论

在现实世界环境中,在一个庞大且多样化的样本中,参与游戏化存款合同挑战与步数大幅增加相关。大多数挑战是成功的,挑战成功与步数大幅且具有临床意义的增加相关。基于这些发现,我们建议在可能的情况下实施用于身体活动的游戏化存款合同。未来研究的一个有趣方向是探索挑战失败的人可能存在的挫折效应,以及如何减轻挫折。

预注册

开放科学框架(doi:10.17605/OSF.IO/D237C)。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b2aa/9982638/3d64eba16a16/gr1.jpg

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