Labor/leisure decisions in their natural context: The case of the smartphone

被引:6
作者
Dora, Jonas [1 ]
van Hooff, Madelon [1 ]
Geurts, Sabine [1 ]
Kompier, Michiel [1 ]
Bijleveld, Erik [1 ]
机构
[1] Radboud Univ Nijmegen, Behav Sci Inst, POB 9104, NL-6500 HE Nijmegen, Netherlands
关键词
Labor; leisure decision; Smartphone; Notification; Distraction; Ecological validity; CROSS-VALIDATION; MEDIA; USAGE; MODEL; COST;
D O I
10.3758/s13423-020-01844-2
中图分类号
B841 [心理学研究方法];
学科分类号
040201 ;
摘要
In this research, we attempt to understand a common real-life labor/leisure decision, i.e., to perform cognitive work or to interact with one's smartphone. In an ecologically valid experiment, participants (N = 112) could freely switch back and forth between doing a 2-back task and interacting with their own smartphone. We manipulated the value of the 2-back task (by varying the value of monetary rewards; within-subjects) and of the smartphone (by switching on and off airplane mode; within-subjects) while we recorded incoming notifications, such as text messages. Our study produced three main findings: (1) the current value of the smartphone did not increase our statistical model's ability to predict switches from labor to leisure when the current task value was also taken into account; (2) however, participants reacted strongly to naturally incoming notifications, which were the strongest predictor of labor-to-leisure switches; (3) there was no evidence that taking into account individual differences (in the value assigned to labor and leisure) improved the model's ability to predict labor-leisure switches. In sum, using a situated approach to studying labor/leisure decisions, our findings highlight the importance of high task motivation, as well as the temporary distractive potential of smartphone notifications, when people face the challenge of staying focused on their productive tasks.
引用
收藏
页码:676 / 685
页数:10
相关论文
共 46 条
[41]   The Attentional Cost of Receiving a Cell Phone Notification [J].
Stothart, Cary ;
Mitchum, Ainsley ;
Yehnert, Courtney .
JOURNAL OF EXPERIMENTAL PSYCHOLOGY-HUMAN PERCEPTION AND PERFORMANCE, 2015, 41 (04) :893-897
[42]  
Vehtari A, 2017, STAT COMPUT, V27, P1433, DOI 10.1007/s11222-016-9709-3
[43]  
Watanabe S, 2010, J MACH LEARN RES, V11, P3571
[44]   What Is the Subjective Cost of Cognitive Effort? Load, Trait, and Aging Effects Revealed by Economic Preference [J].
Westbrook, Andrew ;
Kester, Daria ;
Braver, Todd S. .
PLOS ONE, 2013, 8 (07)
[45]   Multitasking on a Single Device: Arousal and the Frequency, Anticipation, and Prediction of Switching Between Media Content on a Computer [J].
Yeykelis, Leo ;
Cummings, James J. ;
Reeves, Byron .
JOURNAL OF COMMUNICATION, 2014, 64 (01) :167-192
[46]   Experimenter demand effects in economic experiments [J].
Zizzo, Daniel John .
EXPERIMENTAL ECONOMICS, 2010, 13 (01) :75-98