一项使用亚马逊土耳其机器人进行的关于酒精使用情况的在线日常日记研究。
An online daily diary study of alcohol use using Amazon's Mechanical Turk.
作者信息
Boynton Marcella H, Richman Laura Smart
机构信息
Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, USA.
出版信息
Drug Alcohol Rev. 2014 Jul;33(4):456-61. doi: 10.1111/dar.12163. Epub 2014 Jun 3.
Abstract
INTRODUCTION AND AIMS
In recent years, unprecedented levels of Internet access and the widespread growth of emergent communication technologies have resulted in significantly greater population access for substance use researchers. Despite the research potential of such technologies, the use of the Internet to recruit individuals for participation in event-level research has been limited. The purpose of this paper is to provide a brief account of the methods and results from an online daily diary study of alcohol use.
DESIGN AND METHODS
Participants were recruited using Amazon's Mechanical Turk. Eligible participants completed a brief screener assessing demographics and health behaviours, with a subset of individuals subsequently recruited to participate in a 2 week daily diary study of alcohol use.
RESULTS
Multilevel models of the daily alcohol data derived from the Mechanical Turk sample (n = 369) replicated several findings commonly reported in daily diary studies of alcohol use.
DISCUSSION AND CONCLUSIONS
Results demonstrate that online participant recruitment and survey administration can be a fruitful method for conducting daily diary alcohol research.
摘要
引言与目的
近年来，互联网接入水平达到前所未有的高度，新兴通信技术广泛普及，这使得物质使用研究人员能够接触到更多人群。尽管此类技术具有研究潜力，但利用互联网招募个人参与事件层面的研究却受到限制。本文旨在简要介绍一项关于酒精使用的在线每日日记研究的方法和结果。
设计与方法
通过亚马逊的土耳其机器人（Mechanical Turk）招募参与者。符合条件的参与者完成一份简短的筛选问卷，评估人口统计学特征和健康行为，随后一部分人被招募参与一项为期2周的酒精使用每日日记研究。
结果
从土耳其机器人样本（n = 369）得出的每日酒精数据的多层次模型重复了酒精使用每日日记研究中通常报告的几个发现。
讨论与结论
结果表明，在线招募参与者和进行调查管理对于开展酒精使用每日日记研究而言可能是一种富有成效的方法。
相似文献
1
An online daily diary study of alcohol use using Amazon's Mechanical Turk.一项使用亚马逊土耳其机器人进行的关于酒精使用情况的在线日常日记研究。
Drug Alcohol Rev. 2014 Jul;33(4):456-61. doi: 10.1111/dar.12163. Epub 2014 Jun 3.
2
Can Amazon's Mechanical Turk be used to recruit participants for internet intervention trials? A pilot study involving a randomized controlled trial of a brief online intervention for hazardous alcohol use.亚马逊的土耳其机器人能用于招募互联网干预试验的参与者吗？一项涉及针对有害饮酒的简短在线干预随机对照试验的试点研究。
Internet Interv. 2017 Sep 9;10:12-16. doi: 10.1016/j.invent.2017.08.005. eCollection 2017 Dec.
3
An Internet-based migraine headache diary: issues in Internet-based research.基于互联网的偏头痛日记：基于互联网的研究中的问题。
Headache. 2009 May;49(5):673-86. doi: 10.1111/j.1526-4610.2009.01399.x.
4
Reliability and validity of data obtained from alcohol, cannabis, and gambling populations on Amazon's Mechanical Turk.从亚马逊土耳其机器人平台上的酒精、大麻和赌博人群中获取的数据的可靠性和有效性。
Psychol Addict Behav. 2017 Feb;31(1):85-94. doi: 10.1037/adb0000219. Epub 2016 Nov 28.
5
Amazon's Mechanical Turk: A New Source of Inexpensive, Yet High-Quality, Data?亚马逊土耳其机器人：一种新的廉价、高质量数据来源？
Perspect Psychol Sci. 2011 Jan;6(1):3-5. doi: 10.1177/1745691610393980. Epub 2011 Feb 3.
6
Characteristics of a Mild Traumatic Brain Injury Sample Recruited Using Amazon's Mechanical Turk.使用亚马逊的 Mechanical Turk 招募轻度创伤性脑损伤样本的特征。
PM R. 2018 Jan;10(1):45-55. doi: 10.1016/j.pmrj.2017.06.010. Epub 2017 Jun 19.
7
Using Mechanical Turk for research on cancer survivors.利用 Mechanical Turk 进行癌症幸存者研究。
Psychooncology. 2017 Oct;26(10):1593-1603. doi: 10.1002/pon.4173. Epub 2016 Jun 10.
8
Outcomes of two randomized controlled trials, employing participants recruited through Mechanical Turk, of Internet interventions targeting unhealthy alcohol use.通过 Mechanical Turk 招募参与者的两项随机对照试验的结果，评估了针对不健康饮酒的互联网干预措施。
BMC Med Res Methodol. 2019 Jun 14;19(1):124. doi: 10.1186/s12874-019-0770-4.
9
Recruiting older adult participants through crowdsourcing platforms: Mechanical Turk versus Prolific Academic.通过众包平台招募老年参与者：Turk 还是 Prolific Academic。
AMIA Annu Symp Proc. 2021 Jan 25;2020:1230-1238. eCollection 2020.
10
Crowdsourcing Trauma: Psychopathology in a Trauma-Exposed Sample Recruited via Mechanical Turk.众包创伤：通过 Mechanical Turk 招募的创伤暴露样本中的精神病理学。
J Trauma Stress. 2018 Aug;31(4):549-557. doi: 10.1002/jts.22303. Epub 2018 Jul 19.
引用本文的文献
1
Understanding tourists' ambassador role of their origin places from perspective of residents' attitudes towards tourists.从居民对游客的态度看游客对原籍地的“大使”角色认知。
Sci Rep. 2024 Oct 24;14(1):25164. doi: 10.1038/s41598-024-74688-8.
2
Subjective and Behavioral Impulsivity Differentially Moderate Within- and Between-Person Associations Between Physical Activity and Alcohol Consumption.主观和行为冲动不同程度地调节了身体活动和饮酒之间的个体内和个体间关联。
J Stud Alcohol Drugs. 2023 Jan;84(1):137-146. doi: 10.15288/jsad.21-00339.
3
A Reexamination of Drinking Motives in Young Adults: The Development and Initial Validation of the Young Adult Alcohol Motives Scale.年轻人饮酒动机的再考察：青年酒精动机量表的编制与初步验证。
Assessment. 2023 Dec;30(8):2398-2416. doi: 10.1177/10731911221146515. Epub 2023 Jan 27.
4
Recruiting Cisgender Female Couples for Health Disparity-Focused Daily Diary Research: Challenges, Successes, and Lessons Learned.招募以健康差异为重点的日常日记研究中的顺性别女性伴侣：挑战、成功经验与教训
Psychol Sex. 2022;13(4):931-951. doi: 10.1080/19419899.2021.1942177. Epub 2021 Jun 23.
5
The Association of Emotion Regulation Flexibility and Negative and Positive Affect in Daily Life.日常生活中情绪调节灵活性与正负性情绪的关联
Affect Sci. 2022 Aug 24;3(3):673-685. doi: 10.1007/s42761-022-00132-7. eCollection 2022 Sep.
6
Minimal impact of consolidation on learned switch-readiness.巩固对习得的转换准备影响最小。
J Exp Psychol Learn Mem Cogn. 2021 Oct;47(10):1622-1637. doi: 10.1037/xlm0001074. Epub 2021 Oct 25.
7
Cross-Sectional Associations of Multiple Tobacco Product Use with Depressive and Anxiety Symptoms among Young Adult E-Cigarette Users.横断面研究：多种烟草制品使用与年轻成年电子烟使用者抑郁和焦虑症状的相关性。
Subst Use Misuse. 2021;56(12):1807-1814. doi: 10.1080/10826084.2021.1954026. Epub 2021 Jul 29.
8
(Non-) impact of task experience on behavioral economic decision-making.任务经验对行为经济决策的（非）影响。
Exp Clin Psychopharmacol. 2022 Jun;30(3):338-350. doi: 10.1037/pha0000438. Epub 2021 Feb 22.
9
Item Responses in Quantity-Frequency Questionnaires: Implications for Data Generalizability.数量-频率问卷中的项目回答：对数据可推广性的影响。
Assessment. 2020 Jul;27(5):1029-1044. doi: 10.1177/1073191119858398. Epub 2019 Jun 25.
10
Rationale and Design of a Remote Web-Based Daily Diary Study Examining Sexual Minority Stress, Relationship Factors, and Alcohol Use in Same-Sex Female Couples Across the United States: Study Protocol of Project Relate.一项基于网络远程每日日志研究的基本原理与设计，该研究旨在调查美国同性伴侣中的性少数群体压力、关系因素及酒精使用情况：“关系项目”研究方案
JMIR Res Protoc. 2019 Feb 4;8(2):e11718. doi: 10.2196/11718.
本文引用的文献
1
Performance of the 10-item Center for Epidemiologic Studies Depression scale for caregiving research.用于照护研究的10项流行病学研究中心抑郁量表的性能
SAGE Open Med. 2013 Dec 2;1:2050312113514576. doi: 10.1177/2050312113514576. eCollection 2013.
2
Amazon's Mechanical Turk: A New Source of Inexpensive, Yet High-Quality, Data?亚马逊土耳其机器人：一种新的廉价、高质量数据来源？
Perspect Psychol Sci. 2011 Jan;6(1):3-5. doi: 10.1177/1745691610393980. Epub 2011 Feb 3.
3
Drinking to cope among African American college students: an assessment of episode-specific motives.美国非裔大学生借酒消愁：特定情境下动机的评估
Psychol Addict Behav. 2014 Sep;28(3):671-81. doi: 10.1037/a0036303. Epub 2014 Aug 18.
4
Feasibility and Utility of Experience Sampling to Assess Alcohol Consumption Among Older Adults.经验抽样法评估老年人酒精摄入量的可行性与实用性
J Appl Gerontol. 2016 Jan;35(1):106-20. doi: 10.1177/0733464813519009. Epub 2014 Jan 17.
5
Common (mis)beliefs about memory: a replication and comparison of telephone and Mechanical Turk survey methods.关于记忆的常见（误解）观点：电话和 Mechanical Turk 调查方法的复制与比较。
PLoS One. 2012;7(12):e51876. doi: 10.1371/journal.pone.0051876. Epub 2012 Dec 18.
6
Pseudo-dyadic "interaction" on Amazon's Mechanical Turk.亚马逊土耳其机器人上的伪二元“交互”。
Behav Res Methods. 2013 Mar;45(1):116-24. doi: 10.3758/s13428-012-0250-9.
7
Using Amazon's Mechanical Turk website to measure accuracy of body size estimation and body dissatisfaction.利用亚马逊的 Mechanical Turk 网站来衡量身体尺寸估计和身体不满的准确性。
Body Image. 2012 Sep;9(4):532-4. doi: 10.1016/j.bodyim.2012.06.006. Epub 2012 Jul 24.
8
Economic games on the internet: the effect of $1 stakes.网络经济博弈：1 美元赌注的影响。
PLoS One. 2012;7(2):e31461. doi: 10.1371/journal.pone.0031461. Epub 2012 Feb 21.
9
Conducting behavioral research on Amazon's Mechanical Turk.在亚马逊的 Mechanical Turk 上进行行为研究。
Behav Res Methods. 2012 Mar;44(1):1-23. doi: 10.3758/s13428-011-0124-6.
10
The promise of Mechanical Turk: how online labor markets can help theorists run behavioral experiments.《机械 Turk 的承诺：在线劳动力市场如何帮助理论家进行行为实验》。
J Theor Biol. 2012 Apr 21;299:172-9. doi: 10.1016/j.jtbi.2011.03.004. Epub 2011 Mar 12.
Zotero 插件