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Using Smartphones While Walking is Associated with Delay but Not Social Discounting

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Abstract

This study examined associations between two types of discounting (delay and social) and the frequency of using a smartphone while walking (USWW). Two-hundred thirty-nine college students self-reported USWW behaviors. We compared two groups based on their self-reported frequency of USWW per day; those who engaged in USWW either infrequently (USWW-Low), or frequently (USWW-High). Participants from both groups completed paper-and-pencil-based delay and social discounting tasks. For both types of discounting, hyperbolic functions provided a good fit of crossover points for both participant groups. USWW-High participants discounted delayed rewards more steeply than USWW-Low participants, whereas there was no significant difference for social discounting between groups. The findings that USWW is positively associated with delay discounting but not social discounting indicate that one aspect of impulsivity, but not selfishness, is associated with USWW. Furthermore, correlational analyses between delay and social discounting showed that there was no association between the two discounting tasks, suggesting that delay and social discounting operate independently. Given the association between USWW and delay discounting, strategies to prevent distracted behavior using delay discounting as a factor are discussed.

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References

  • Alessi, S. M., & Petry, N. M. (2003). Pathological gambling severity is associated with impulsivity in a delay discounting procedure. Behavioural Processes, 64(3), 345–354.

    PubMed  Google Scholar 

  • Andrade, L. F., & Petry, N. M. (2012). Delay and probability discounting in pathological gamblers with and without a history of substance use problems. Psychopharmacology, 219(2), 491–499.

    PubMed  Google Scholar 

  • Atchley, P., Atwood, S., & Boulton, A. (2011). The choice to text and drive in younger drivers: Behavior may shape attitude. Accident Analysis & Prevention, 43(1), 134–142.

    Google Scholar 

  • Atchley, P., & Warden, A. C. (2012). The need of young adults to text now: Using delay discounting to assess informational choice. Journal of Applied Research in Memory & Cognition, 1(4), 229–234.

    Google Scholar 

  • Bickel, W. K., & Marsch, L. A. (2001). Toward a behavioral economic understanding of drug dependence: Delay discounting processes. Addiction, 96(1), 73–86.

    PubMed  Google Scholar 

  • Bickel, W. K., Odum, A. L., & Madden, G. J. (1999). Impulsivity and cigarette smoking: Delay discounting in current, never, and ex-smokers. Psychopharmacology, 146(4), 447–454.

    PubMed  Google Scholar 

  • Borges, A. M., Kuang, J., Milhorn, H., & Yi, R. (2016). An alternative approach to calculating Area-Under-the-Curve (AUC) in delay discounting research. Journal of the Experimental Analysis of Behavior, 106(2), 145–155.

    PubMed  Google Scholar 

  • Bradstreet, M. P., Higgins, S. T., Heil, S. H., Badger, G. J., Skelly, J. M., Lynch, M. E., & Trayah, M. C. (2012). Social discounting and cigarette smoking during pregnancy. Journal of Behavioral Decision Making, 25(5), 502–511.

    PubMed  Google Scholar 

  • Caird, J. K., Johnston, K. A., Willness, C. R., Asbridge, M., & Steel, P. (2014). A meta-analysis of the effects of texting on driving. Accident Analysis & Prevention, 71, 311–318.

    Google Scholar 

  • Carroll, M. E., Anker, J. J., Mach, J. L., Newman, J. L., & Perry, J. L. (2010). Delay discounting as a predictor of drug abuse. In G. J. Madden & W. K. Bickel (Eds.), Impulsivity: The behavioral and neurological science of discounting (pp. 243–271). Washington, DC: American Psychological Association.

    Google Scholar 

  • Coffey, S. F., Gudleski, G. D., Saladin, M. E., & Brady, K. T. (2003). Impulsivity and rapid discounting of delayed hypothetical rewards in cocaine-dependent individuals. Experimental & Clinical Psychopharmacology, 11(1), 18–25.

    Google Scholar 

  • Critchfield, T. S., & Kollins, S. H. (2001). Temporal discounting: Basic research and the analysis of socially important behavior. Journal of Applied Behavior Analysis, 34(1), 101–122.

    PubMed  PubMed Central  Google Scholar 

  • Dixon, M. R., Marley, J., & Jacobs, E. A. (2003). Delay discounting by pathological gamblers. Journal of Applied Behavior Analysis, 36(4), 449–458.

    PubMed  PubMed Central  Google Scholar 

  • Frederick, S., Loewenstein, G., & O'Donoghue, T. (2002). Time discounting and time preference: A critical review. Journal of Economic Literature, 40(2), 351–401.

    Google Scholar 

  • Gates, S. (2013, May 17). Texting while walking ban: Fort Lee imposes $85 fines on dangerous texters [CORRECTION]. Retrieved from https://www.huffingtonpost.com/2012/05/14/texting-while-walking-ban_n_1514308.html

  • Green, L., & Myerson, J. (2004). A discounting framework for choice with delayed and probabilistic rewards. Psychological Bulletin, 130(5), 769–792.

    PubMed  PubMed Central  Google Scholar 

  • Green, L., Myerson, J., & Ostaszewski, P. (1999). Amount of reward has opposite effects on the discounting of delayed and probabilistic outcomes. Journal of Experimental Psychology: Learning, Memory, & Cognition, 25(2), 418–427.

    Google Scholar 

  • Grubbs, F. E. (1969). Procedures for detecting outlying observations in samples. Technometrics, 11(1), 1–21.

    Google Scholar 

  • Hadar, A., Hadas, I., Lazarovits, A., Alyagon, U., Eliraz, D., & Zangen, A. (2017). Answering the missed call: Initial exploration of cognitive and electrophysiological changes associated with smartphone use and abuse. PLoS ONE, 12(7), e0180094.

    PubMed  PubMed Central  Google Scholar 

  • Haga, S., Sano, A., Sekine, Y., Sato, H., Yamaguchi, S., & Masuda, K. (2015). Effects of using a smart phone on pedestrians' attention and walking. Procedia Manufacturing, 3, 2574–2580.

    Google Scholar 

  • Hayashi, Y., & Blessington, G. P. (2018). A behavioral economic analysis of media multitasking: Delay discounting as an underlying process of texting in the classroom. Computers in Human Behavior, 86, 245–255.

    Google Scholar 

  • Hayashi, Y., Miller, K., Foreman, A. M., & Wirth, O. (2016). A behavioral economic analysis of texting while driving: Delay discounting processes. Accident Analysis & Prevention, 97, 132–140.

    Google Scholar 

  • Hayashi, Y., Russo, C. T., & Wirth, O. (2015). Texting while driving as impulsive choice: A behavioral economic analysis. Accident Analysis & Prevention, 83, 182–189.

    Google Scholar 

  • Holt, D. D., Green, L., & Myerson, J. (2003). Is discounting impulsive? Evidence from temporal and probability discounting in gambling and non-gambling college students. Behavioural Processes, 64(3), 355–367.

    PubMed  Google Scholar 

  • Insurance Institute for Highway Safety (2018, March). Cellphones and texting. Retrieved from http://www.iihs.org/iihs/topics/laws/cellphonelaws

  • Jin, J., Pei, G., & Ma, Q. (2017). Social discounting under risk. Frontiers in Psychology, 8, 392.

    PubMed  PubMed Central  Google Scholar 

  • Jones, B., & Rachlin, H. (2006). Social discounting. Psychological Science, 17(4), 283–286.

    PubMed  Google Scholar 

  • Jones, B. A., & Rachlin, H. (2009). Delay, probability, and social discounting in a public goods game. Journal of the Experimental Analysis of Behavior, 91(1), 61–73.

    PubMed  PubMed Central  Google Scholar 

  • Laibson, D. (1997). Golden eggs and hyperbolic discounting. Quarterly Journal of Economics, 112(2), 443–477.

    Google Scholar 

  • Locey, M. L., Jones, B. A., & Rachlin, H. (2011). Real and hypothetical rewards in self-control and social discounting. Judgment & Decision Making, 6(6), 552–564.

    Google Scholar 

  • Locey, M. L., & Rachlin, H. (2015). Altruism and anonymity: A behavioral analysis. Behavioural Processes, 118, 71–75.

    PubMed  PubMed Central  Google Scholar 

  • Loewenstein, G., Read, D., & Baumeister, R. F. (Eds.). (2003). Time and decision: Economic and psychological perspectives on intertemporal choice. New York, NY: Russell Sage Foundation.

    Google Scholar 

  • Loree, A. M., Lundahl, L. H., & Ledgerwood, D. M. (2014). Impulsivity as a predictor of treatment outcome in substance use disorders: Review and synthesis. Drug & Alcohol Review, 34(2), 119–134.

    Google Scholar 

  • MacKillop, J., Amlung, M. T., Few, L. R., Ray, L. A., Sweet, L. H., & Munafò, M. R. (2011). Delayed reward discounting and addictive behavior: A meta-analysis. Psychopharmacology, 216(3), 305–321.

    PubMed  PubMed Central  Google Scholar 

  • Madden, G. J., & Bickel, W. K. (Eds.). (2010). Impulsivity: The behavioral and neurological science of discounting. Washington, DC: American Psychological Association.

    Google Scholar 

  • Madden, G. J., Bickel, W. K., & Jacobs, E. A. (1999). Discounting of delayed rewards in opioid-dependent outpatients: Exponential or hyperbolic discounting functions? Experimental & Clinical Psychopharmacology, 7(3), 284–293.

    Google Scholar 

  • Mazur, J. E. (1987). An adjusting procedure for studying delayed reinforcement. In M. L. Commons, J. E. Mazur, J. A. Nevin, & H. Rachlin (Eds.), Quantitative analyses of behavior: Vol. 5. The effect of delay and intervening events on reinforcement value (pp. 55–73). Hillsdale, NJ: Lawrence Erlbaum Associates.

    Google Scholar 

  • Mazur, J. E., & Biondi, D. R. (2009). Delay-amount tradeoffs in choices by pigeons and rats: Hyperbolic versus exponential discounting. Journal of the Experimental Analysis of Behavior, 91(2), 197–211.

    PubMed  PubMed Central  Google Scholar 

  • McCartt, A. T., Kidd, D. G., & Teoh, E. R. (2014). Driver cellphone and texting bans in the United States: Evidence of effectiveness. Annals of Advances in Automotive Medicine, 58, 99–114.

    PubMed  PubMed Central  Google Scholar 

  • McKerchar, T. L., Green, L., Myerson, J., Pickford, T. S., Hill, J. C., & Stout, S. C. (2009). A comparison of four models of delay discounting in humans. Behavioural Processes, 81(2), 256–259.

    PubMed  Google Scholar 

  • Mitchell, S. H. (1999). Measures of impulsivity in cigarette smokers and non-smokers. Psychopharmacology, 146(4), 455–464.

    PubMed  Google Scholar 

  • Mohn, T. (2017, October 23). Reading this while walking? In Honolulu, it could cost you. Retrieved from https://www.nytimes.com/2017/10/23/business/honolulu-walking-and-texting-fine.html

  • Mwakalonge, J., Siuhi, S., & White, J. (2015). Distracted walking: Examining the extent to pedestrian safety problems. Journal of Traffic & Transportation Engineering, 2(5), 327–337.

    Google Scholar 

  • Myerson, J., Green, L., Hanson, J. S., Holt, D. D., & Estle, S. J. (2003). Discounting delayed and probabilistic rewards: Processes and traits. Journal of Economic Psychology, 24(5), 619–635.

    Google Scholar 

  • Myerson, J., Green, L., & Warusawitharana, M. (2001). Area under the curve as a measure of discounting. Journal of the Experimental Analysis of Behavior, 76(2), 235–243.

    PubMed  PubMed Central  Google Scholar 

  • Nasar, J. L., & Troyer, D. (2013). Pedestrian injuries due to mobile phone use in public places. Accident Analysis & Prevention, 57, 91–95.

    Google Scholar 

  • Odum, A. L. (2011). Delay discounting: I'm a k, you're a k. Journal of the Experimental Analysis of Behavior, 96(3), 427–439.

    PubMed  PubMed Central  Google Scholar 

  • Olson, E. A., Rosso, I. M., Demers, L. A., Divatia, S., & Killgore, W. D. (2016). Sex differences in psychological factors associated with social discounting. Journal of Behavioral Decision Making, 29(1), 60–66.

    Google Scholar 

  • Ostaszewski, P., Green, L., & Myerson, J. (1998). Effects of inflation on the subjective value of delayed and probabilistic rewards. Psychonomic Bulletin & Review, 5(2), 324–333.

    Google Scholar 

  • Parks, M. (2017, July 29). It’s now illegal to text while crossing the street in Honolulu. Retrieved from https://www.huffingtonpost.com/2012/05/14/texting-while-walking-ban_n_1514308.html

  • Rachlin, H. (2002). Altruism and selfishness. Behavioral & Brain Sciences, 25(2), 239–250.

    Google Scholar 

  • Rachlin, H., & Jones, B. A. (2008). Social discounting and delay discounting. Journal of Behavioral Decision Making, 21(1), 29–43.

    Google Scholar 

  • Rachlin, H., & Locey, M. (2011). A behavioral analysis of altruism. Behavioural Processes, 87(1), 25–33.

    PubMed  Google Scholar 

  • Reed, D. D., Becirevic, A., Atchley, P., Kaplan, B. A., & Liese, B. S. (2016). Validation of a novel delay discounting of text messaging questionnaire. The Psychological Record, 66(2), 253–261.

    Google Scholar 

  • Reynolds, B. (2006). A review of delay-discounting research with humans: Relations to drug use and gambling. Behavioural Pharmacology, 17(8), 651–667.

    PubMed  Google Scholar 

  • Romanowich, P., & Igaki, T. (2017). Effects of reward magnitude, alcohol and cigarette use on social discounting in Japan and United States college students. The Psychological Record, 67(3), 345–353.

    Google Scholar 

  • Saville, B. K., Gisbert, A., Kopp, J., & Telesco, C. (2010). Internet addiction and delay discounting in college students. The Psychological Record, 60(2), 273–286.

    Google Scholar 

  • Schwebel, D. C., Stavrinos, D., Byington, K. W., Davis, T., O’Neal, E. E., & de Jong, D. (2012). Distraction and pedestrian safety: How talking on the phone, texting, and listening to music impact crossing the street. Accident Analysis & Prevention, 45, 266–271.

    Google Scholar 

  • Sharp, C., Barr, G., Ross, D., Bhimani, R., Ha, C., & Vuchinich, R. (2012). Social discounting and externalizing behavior problems in boys. Journal of Behavioral Decision Making, 25(3), 239–247.

    Google Scholar 

  • Smith, K. R., Lawyer, S. R., & Swift, J. K. (2018). A meta-analysis of nonsystematic responding in delay and probability reward discounting. Experimental & Clinical Psychopharmacology, 26(1), 94–107.

    Google Scholar 

  • Stavrinos, D., Jones, J. L., Garner, A. A., Griffin, R., Franklin, C. A., Ball, D., . . . Fine, P. R. (2013). Impact of distracted driving on safety and traffic flow. Accident Analysis & Prevention, 61, 63–70.

    Google Scholar 

  • Strombach, T., Jin, J., Weber, B., Kenning, P., Shen, Q., Ma, Q., & Kalenscher, T. (2014). Charity begins at home: Cultural differences in social discounting and generosity. Journal of Behavioral Decision Making, 27(3), 235–245.

    Google Scholar 

  • Tang, Z., Zhang, H., Yan, A., & Qu, C. (2017). Time is money: The decision making of smartphone high users in gain and loss intertemporal choice. Frontiers in Psychology, 8, 363.

    PubMed  PubMed Central  Google Scholar 

  • Tokyo Fire Department. (2018). Aruki-Sumaho Nado ni Kakawaru Jiko ni Cyuui (Be careful about the accidents involved in using smartphones while walking). Retrieved from http://www.tfd.metro.tokyo.jp/lfe/topics/201503/mobile.html

  • Vuchinich, R. E., & Heather, N. (Eds.). (2003). Choice, behavioural economics and addiction. Amsterdam, The Netherlands: Pergamon/Elsevier Science.

    Google Scholar 

  • Wainwright, K., Green, B. E., & Romanowich, P. (2018). The relationship between delay and social discounting, and body mass index in university students. The Psychological Record, 68(4), 441–449.

    Google Scholar 

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Correspondence to Takeharu Igaki.

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Igaki, T., Romanowich, P. & Yamagishi, N. Using Smartphones While Walking is Associated with Delay but Not Social Discounting. Psychol Rec 69, 513–524 (2019). https://doi.org/10.1007/s40732-019-00348-3

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