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Hall JD, Madsen JM. Can behavioral interventions be too salient? Evidence from traffic safety messages. Science 2022; 376:eabm3427. [PMID: 35446638 DOI: 10.1126/science.abm3427] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Although behavioral interventions are designed to seize attention, little consideration has been given to the costs of doing so. We estimated these costs in the context of a safety campaign that, to encourage safe driving, displays traffic fatality counts on highway dynamic message signs for 1 week each month. We found that crashes increase statewide during campaign weeks, which is inconsistent with any benefits. Furthermore, these effects do not persist beyond campaign weeks. Our results show that behavioral interventions, particularly negatively framed ones, can be too salient, crowding out more important considerations and causing interventions to backfire-with costly consequences.
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Affiliation(s)
- Jonathan D Hall
- Department of Economics and Munk School of Global Affairs and Public Policy, University of Toronto, Toronto, Ontario M5S 3G7, Canada.,Department of Spatial Economics, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, Netherlands
| | - Joshua M Madsen
- Carlson School of Management, University of Minnesota, Minneapolis, MN 55455, USA
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Logan E, Kaye SA, Lewis I. The influence of the revised reinforcement sensitivity theory on risk perception and intentions to speed in young male and female drivers. ACCIDENT; ANALYSIS AND PREVENTION 2019; 132:105291. [PMID: 31518766 DOI: 10.1016/j.aap.2019.105291] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 07/24/2019] [Accepted: 09/03/2019] [Indexed: 06/10/2023]
Abstract
This study applied the revised-Reinforcement Sensitivity Theory (r-RST) to assess the influence of individual differences in young male and female drivers' risk perceptions and intentions to exceed the posted speed limit in a 60 km/hr zone. Relevant to the current study was the Behavioural Activation System (BAS; sensitive to reward), with a specific focus on the BAS processes: Reward Interest, Goal-Drive Persistence, Reward Reactivity and Impulsivity, and the Fight-Flight-Freeze System (FFFS; sensitive to punishment). It was hypothesised that young male and female drivers with stronger BAS traits would report lower risk perceptions towards speeding behaviour than those with weaker BAS traits and this risk perception would predict greater intentions to exceed the posted speed limit in 60 km/hr zones. It was further hypothesised that young male and female drivers with stronger FFFS traits would report higher risk perceptions towards speeding behaviour than those with weaker FFFS traits and this risk perception would predict lower intentions to exceed the posted speed limit in 60 km/h zones. Participants were 367 young licensed Australian drivers aged between 17 and 25 years. The results of a mediation analyses showed that females with stronger Impulsivity had low perceptions of risk and higher intentions to speed than participants with weaker Impulsivity. Further, males with stronger Goal-Drive Persistence and reported higher perceptions of risk and lower intentions to speed than participants with weaker Goal-Drive Persistence. Contrary to expectations, the BAS processes of Reward Interest and Reward Reactivity, and the FFFS were not significant. The findings contribute to the theoretical understanding of how the r-RST traits, specifically Goal-Drive Persistence and Impulsivity may influence speeding behaviour as well as the understanding of the unique influence of the four underlying BAS processes.
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Affiliation(s)
- Emily Logan
- Queensland University of Technology (QUT), Centre for Accident Research and Road Safety - Queensland (CARRS-Q), Institute of Health and Biomedical Innovation (IHBI), 130 Victoria Park Road, Kelvin Grove, Queensland, 4059, Australia.
| | - Sherrie-Anne Kaye
- Queensland University of Technology (QUT), Centre for Accident Research and Road Safety - Queensland (CARRS-Q), Institute of Health and Biomedical Innovation (IHBI), 130 Victoria Park Road, Kelvin Grove, Queensland, 4059, Australia.
| | - Ioni Lewis
- Queensland University of Technology (QUT), Centre for Accident Research and Road Safety - Queensland (CARRS-Q), Institute of Health and Biomedical Innovation (IHBI), 130 Victoria Park Road, Kelvin Grove, Queensland, 4059, Australia.
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Wang D, Li X, Zhou M, Maguire P, Zong Z, Hu Y. Effects of abusive supervision on employees' innovative behavior: The role of job insecurity and locus of control. Scand J Psychol 2018; 60:152-159. [PMID: 30589938 DOI: 10.1111/sjop.12510] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2018] [Accepted: 11/08/2018] [Indexed: 11/29/2022]
Abstract
Drawing on the Conservation of Resources Theory by Hobfoll, we examined the relationships between abusive supervision, job insecurity, locus of control, and employees' innovative behavior. Using self-reported data collected from employees among four enterprises in China (N = 641), we found that abusive supervision was positively correlated with job insecurity. In contrast, both job insecurity and abusive supervision were negatively correlated with employees' innovative behavior, with the impact of abusive supervision on innovative behavior being mediated by its effect on job insecurity. Having an external locus of control that served as a buffering factor for employees, mitigating the relationship between abusive supervision and job insecurity. These findings complement the existing research on the impacts of abusive leadership, providing practical information for enterprises on how to enhance levels of innovation and vitality among employees.
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Affiliation(s)
- Dawei Wang
- School of Psychology, Shandong Normal University, Jinan, China
| | - Xiaowen Li
- School of Psychology, Shandong Normal University, Jinan, China
| | - Mengmeng Zhou
- School of Psychology, Shandong Normal University, Jinan, China
| | - Phil Maguire
- Department of Computer Science, National University of Ireland, Maynooth, Ireland
| | - Zhaobiao Zong
- School of Psychology, Shandong Normal University, Jinan, China
| | - Yixin Hu
- School of Psychology, Shandong Normal University, Jinan, China
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Kaye SA, White MJ, Lewis I. Young females' attention toward road safety images: An ERP study of the revised reinforcement sensitivity theory. TRAFFIC INJURY PREVENTION 2018; 19:201-206. [PMID: 28837359 DOI: 10.1080/15389588.2017.1369531] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2017] [Accepted: 08/15/2017] [Indexed: 06/07/2023]
Abstract
OBJECTIVE This study examined whether reward and punishment sensitivities, as conceptualized by Gray and McNaughton's revised reinforcement sensitivity theory (RST), influenced young female drivers' attention toward a series of positive and negative antispeeding advertisement images. Young females' increasing crash risk is associated with their engagement in risky behaviors, which, in turn, has been associated with a stronger behavioral approach system (BAS; sensitive to rewards). It was predicted that individuals with a stronger BAS would elicit larger N100 and N200 mean amplitudes (reflecting greater attention) toward the positive images. Similar associations were predicted in relation to the fight-flight-freeze system (FFFS; sensitive to punishments) for negative images. METHOD Twenty-four female drivers (17-25 years; final N = 16) completed Corr-Cooper's RST-Personality Questionnaire, prior to undergoing an event-related potential computerized visual task (i.e., oddball paradigm) that included positive, negative, and neutral images as targets against checkerboard image distractors. RESULTS Contrary to expectations, individuals with a stronger BAS (Reward Reactivity and Impulsivity) demonstrated significantly larger N200 mean amplitudes at the Cz electrode site on presentation of the negative images than those with a weaker BAS. No other significant RST effects were found. CONCLUSIONS These findings provide some preliminary objective support for the use of negative emotion-based road safety advertisements for young females. Further, this study provides support for using psychophysiological measures to enhance understanding of traffic injury persuasion.
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Affiliation(s)
- Sherrie-Anne Kaye
- a Queensland University of Technology , Centre for Accident Research and Road Safety-Queensland (CARRS-Q) , Kelvin Grove , Queensland , Australia
- b Queensland University of Technology , Institute of Health and Biomedical Innovation , Kelvin Grove , Queensland , Australia
| | - Melanie J White
- b Queensland University of Technology , Institute of Health and Biomedical Innovation , Kelvin Grove , Queensland , Australia
- c Queensland University of Technology , School of Psychology and Counselling , Kelvin Grove , Queensland , Australia
| | - Ioni Lewis
- a Queensland University of Technology , Centre for Accident Research and Road Safety-Queensland (CARRS-Q) , Kelvin Grove , Queensland , Australia
- b Queensland University of Technology , Institute of Health and Biomedical Innovation , Kelvin Grove , Queensland , Australia
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Gauld CS, Lewis I, White KM, Fleiter JJ, Watson B. Evaluating public education messages aimed at monitoring and responding to social interactive technology on smartphones among young drivers. ACCIDENT; ANALYSIS AND PREVENTION 2017; 104:24-35. [PMID: 28463691 DOI: 10.1016/j.aap.2017.04.011] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2016] [Revised: 04/03/2017] [Accepted: 04/16/2017] [Indexed: 06/07/2023]
Abstract
Young drivers are more likely than any other age group to access social interactive technology (e.g., Facebook, E-mail) on a smartphone while driving. The current study formed part of a larger investigation and was guided by The Step Approach to Message Design and Testing (SatMDT) to evaluate the relative effectiveness of three different public education messages aimed at reducing smartphone use among young drivers. The messages were each adapted to the specific behaviours of monitoring/reading and responding to social interactive technology on smartphones. Participants (n=288; 199F, 89M) were drivers aged 17-25 years who resided in the Australian state of Queensland. Message acceptance (i.e., intention and effectiveness) and message rejection were both assessed using a self-report survey. Multivariate analyses found that, overall, the messages targeting monitoring/reading behaviour were considered more effective than those targeting responding behaviour. The message that challenged the underlying motivation that believing you are a good driver makes it easier to monitor/read social interactive technology while driving was considered particularly effective by young male drivers.
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Affiliation(s)
- Cassandra S Gauld
- Queensland University of Technology, Centre for Accident Research and Road Safety - Queensland (CARRS-Q), Kelvin Grove Campus, Kelvin Grove 4059, Australia.
| | - Ioni Lewis
- Queensland University of Technology, Centre for Accident Research and Road Safety - Queensland (CARRS-Q), Kelvin Grove Campus, Kelvin Grove 4059, Australia
| | - Katherine M White
- Queensland University of Technology, School of Psychology and Counselling, Kelvin Grove Campus, Kelvin Grove 4059, Australia
| | - Judy J Fleiter
- Global Road Safety Partnership, International Fédération of Red Cross & Red Crescent Sociétés, Route de Pré-Bois 1, CH-1214 Vernier, Switzerland
| | - Barry Watson
- Queensland University of Technology, Centre for Accident Research and Road Safety - Queensland (CARRS-Q), Kelvin Grove Campus, Kelvin Grove 4059, Australia
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Cathcart RL, Glendon AI. Judged effectiveness of threat and coping appraisal anti-speeding messages. ACCIDENT; ANALYSIS AND PREVENTION 2016; 96:237-248. [PMID: 27544888 DOI: 10.1016/j.aap.2016.08.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2015] [Revised: 06/21/2016] [Accepted: 08/04/2016] [Indexed: 06/06/2023]
Abstract
PURPOSE Using a young driver sample, this experimental study sought to identify which combinations of threat-appraisal (TA) and coping-appraisal (CA) messages derived from protection motivation theory (PMT) participants would judge as most effective for themselves, and for other drivers. METHOD The criterion variable was reported intention to drive within a signed speed limit. All possible TA/CA combinations of 18 previously highly-rated anti-speeding messages were presented both simultaneously and sequentially. These represented PMT's three TA components: severity, vulnerability, and rewards, and three CA components: self-efficacy, response efficacy, and response costs. Eighty-eight young drivers (34 males) each rated 54 messages for perceived effectiveness for self and other drivers. RESULTS Messages derived from the TA severity component were judged the most effective. Response cost messages were most effective for females. Reverse third-person effects were found for both females and males, which suggested that combining TA and CA components may increase the perceived relevance of anti-speeding messages for males. DISCUSSION The findings have potential value for creating effective roadside anti-speeding messages, meriting further investigation in field studies.
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Affiliation(s)
- Rachel L Cathcart
- School of Applied Psychology, Menzies Health Institute Queensland, Griffith University, Gold Coast Campus, Queensland 4222, Australia.
| | - A Ian Glendon
- School of Applied Psychology, Menzies Health Institute Queensland, Griffith University, Gold Coast Campus, Queensland 4222, Australia.
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Kaye SA, Lewis I, Algie J, White MJ. Young drivers' responses to anti-speeding advertisements: Comparison of self-report and objective measures of persuasive processing and outcomes. TRAFFIC INJURY PREVENTION 2016; 17:352-358. [PMID: 26302428 DOI: 10.1080/15389588.2015.1084419] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
OBJECTIVE Self-report measures are typically used to assess the effectiveness of road safety advertisements. However, psychophysiological measures of persuasive processing (i.e., skin conductance response [SCR]) and objective driving measures of persuasive outcomes (i.e., in-vehicle Global Positioning System [GPS] devices) may provide further insights into the effectiveness of these advertisements. This study aimed to explore the persuasive processing and outcomes of 2 anti-speeding advertisements by incorporating both self-report and objective measures of speeding behavior. In addition, this study aimed to compare the findings derived from these different measurement approaches. METHODS Young drivers (N = 20, M age = 21.01 years) viewed either a positive or negative emotion-based anti-speeding television advertisement. While viewing the advertisement, SCR activity was measured to assess ad-evoked arousal responses. The RoadScout GPS device was then installed in participants' vehicles for 1 week to measure on-road speed-related driving behavior. Self-report measures assessed persuasive processing (emotional and arousal responses) and actual driving behavior. RESULTS There was general correspondence between the self-report measures of arousal and the SCR and between the self-report measure of actual driving behavior and the objective driving data (as assessed via the GPS devices). CONCLUSIONS This study provides insights into how psychophysiological and GPS devices could be used as objective measures in conjunction with self-report measures to further understand the persuasive processes and outcomes of emotion-based anti-speeding advertisements.
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Affiliation(s)
- Sherrie-Anne Kaye
- a Centre for Accident Research and Road Safety-Queensland (CARRS-Q), Queensland University of Technology , Kelvin Grove , Queensland , Australia
- b Institute of Health and Biomedical Innovation, Queensland University of Technology , Kelvin Grove , Queensland , Australia
| | - Ioni Lewis
- a Centre for Accident Research and Road Safety-Queensland (CARRS-Q), Queensland University of Technology , Kelvin Grove , Queensland , Australia
- b Institute of Health and Biomedical Innovation, Queensland University of Technology , Kelvin Grove , Queensland , Australia
| | - Jennifer Algie
- c School of Management, Operations and Marketing, University of Wollongong , Wollongong , New South Wales , Australia
| | - Melanie J White
- b Institute of Health and Biomedical Innovation, Queensland University of Technology , Kelvin Grove , Queensland , Australia
- d School of Psychology and Counselling, Queensland University of Technology , Kelvin Grove , Queensland , Australia
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