WAGERING IN AUSTRALIA: A RETROSPECTIVE BEHAVIOURAL ANALYSIS OF BETTING PATTERNS BASED ON PLAYER ACCOUNT DATA

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Published: Jan 2, 2013
DOI: https://doi.org/10.5750/jgbe.v6i2.581
Keywords:
gambling betting wagering sports behavioural analysis

Main Article Content

Sally Gainsbury
Centre for Gambling Education & Research, Southern Cross University
Saalem Sadeque
Business School, University of Western Australia
Dick Mizerski
Business School, University of Western Australia
Alex Blaszczynski
School of Psychology, The University of Sydney

Abstract

Gambling research often relies on self-report and cross-sectional data which is limited by inaccuracies in recall. Analysis of behavioural data is necessary to advance conceptual understandings of gambling. This paper analysed player account data of 11,394 customers of a large Australian wagering operator over a ten-year period to investigate characteristics and betting patterns of account holders. Comparisons were made between players based on the total number of bets placed. More frequent bettors (those with greater total bet frequency counts), made smaller bets, but bet greater total amounts and lost smaller proportions as compared to less frequent bettors. Less frequent bettors bet larger single bets and lost a greater proportion of their total amounts bet. A minority of bettors accounted for a disproportionately high number of bets but lost the lowest proportion of these. The results indicate that players exhibit differential patterns of betting and subgroups of gamblers can be identified and appropriately targeted with player education and responsible gambling strategies.

Article Details

Issue
Vol. 6 No. 2 (2012)
Section
Articles

References

P Allen and K Bennett PASW statistics by SPSS: A practical guide, version 18.0 (South Melbourne, Victoria, Cengage Learning Australia Pty Limited, 1st edition, 2010).

S Arndt, C Turvey and NC Andreasen. ‘Correlating and predicting psychiatric symptom ratings: Spearman’s r versus Kendall’s tau correlation’ (1999) Journal of Psychiatric Research, 33, 97.

RF Baumeister, KD Vohs and DC Funder ‘Psychology as the science of self-reports and finger movements: Whatever happened to actual behavior?’ (2007) Perspectives on Psychological Science, 2 , 396.

W Bearden, RL Rose and JE Teel ‘Correlates of conformity in the consumption of illicit drugs and alcohol’ (1994) Journal of Business Research, 30, 25.

A Blaszczynski, R Ladouceur, A Goulet and C Savard ‘How much do you spend gambling? Ambiguities in questionnaire items assessing expenditure’ (2006) International Gambling Studies, 6, 123.

J Braverman and HJ Shaffer ‘How do gamblers start gambling: Identifying behavioural markers for high-risk internet gambling.’ (2010). European Journal of Public Health. Advance online publication. doi: 10.1093/eurpub/ckp232

A Broda, D LaPlante, SE Nelson, RA LaBrie, LB Bosworth and HJ Shaffer ‘Virtual harm reduction efforts for Internet gambling: Effects of deposit limits on actual Internet sports gambling behavior’ (2008) Harm Reduction Journal, 5, 27.

R Church-Sanders The global business of online casinos: Outlook, forecasts and analysis (London, iGaming Business , 2010).

R Church-Sanders Online sports betting: A market assessment and outlook (London:, iGaming Business, 2011).

SR Currie, DC Hodgins, J Wang, N el-Guebaly, H Wynne and S Chen ‘Risk of harm among gamblers in the general population as a function of level or participation in gambling activities’ (2006) Addiction, 101, 570.

M Dickerson and E Baron ‘Contemporary issues and future directions for research into pathological gambling’ (2000) Addiction, 95, 1145.

S Dragicevic, G Tsogas and A Kudic ‘Analysis of casino online gambling data in relation to behavioural risk markers for high-risk gambling and player protection’ (2011) International Gambling Studies, 11, 377.

SC Ehrenberg, M Uncles and G Goodhardt ‘Understanding brand performance measures: Using Dirichlet benchmarks’ (2004) Journal of Business Research, 57, 1307.

E Fantino ‘Behavior analysis: Thriving, but how about its future?’ (2008) Journal of Experimental Analysis of Behavior, 89, 125.

S Gainsbury ‘Player Account-based Gambling: Potentials for Behaviour-based Research Methodologies’ (2011) International Gambling Studies, 11, 153.

S Gainsbury and A Blaszczynski ‘A systematic review of Internet-based therapy for the treatment of addictions’ (2011) Clinical Psychology Review, 31, 490.

S Gainsbury, R Wood, A Russell, N Hing and A Blaszczynski. ‘A digital revolution: Comparison of demographic profiles, attitudes and gambling behaviour of Internet and non-Internet gamblers’ (2012) Computers in Human Behaviour, 28(4), 1388.

DK Gauri, K Sudhir and D Talukdar ‘The temporal and spatial dimensions of price search: Insights from matching household survey and purchase data’ (2008) Journal of Marketing Research, 45, 226.

H Greene and S Greene ‘Enhancing segmentation systems’ (2008) Journal of Targeting, Measurement, and Analysis for Marketing, 16, 298.

M Griffiths and M Auer ‘Approaches to understanding online versus offline gambling impacts’ (2011) Casino & Gaming International, 3, 45.

M Griffiths, H Wardle, J Orford, K Sproston and B Erens ‘Internet gambling, health, smoking and alcohol use: Findings from the 2007 British Gambling Prevalence Survey’ (2009) International Journal of Mental Health and Addictions, 9, 1.

J Haefeli, S Lischer and J Schwarx ‘Early detection items and responsible gambling features for online gambling’ (2011) International Gambling Studies, 11, 273.

JF Hair, WC Black, BJ Babin and RE Anderson Multivariate data analysis: A global perspective . (New Jersey, Pearson Prentice Hall, ).. 7th edition, 2010).

D Henwood ‘Sports betting: The big picture’ (2011) Presentation at EGR Live, Business Design Centre, London. May 3-4, 2011. Retrieved from: http://www.h2gc.com/news.php?article=H2+Gambling+Capital+Presentations+-+EGR+Live+May+2011

DC Hodgins and K Makarchuk ‘Trusting problem gamblers: Reliability and validity of self-reported gambling behavior’ (2003) Psychology of Addictive Behaviors, 17, 244.

T Holtgraves ‘Gambling, gambling activities, and problem gambling’ (2009) Psychology of Addictive Behavior, 23, 295.

J Hong and B Sternthal ‘The effects of consumer prior knowledge and processing strategies on judgments’ (2010) Journal of Marketing Research, 47, 301.

AAB Hopley and RM Nicki ‘Predictive factors of excessive online poker playing’ (2010) Cyberpsychology, Behavior and Social Networking, 13, 379.

BR Humphreys, YS Lee and BP Soebbing ‘Modelling consumers’ participation in gambling markets and frequency of gambling’ (2011) Journal of Gambling Business and Economics, 5, 1.

IBISWorld ‘Footy season kicks off the annual serge in sports betting’ (2012, March 21) IBISWorld, Melbourne.

B Jolley, R Mizerski and D Olaru ‘How habit and satisfaction affects player retention for online gambling’ (2006) Journal of Business Research, 59, 770.

WE Kilbourne and MC LaForge ‘Materialism and its relationship to individual values’ (2010) Psychology and Marketing, 27, 780.

RA LaBrie, DA LaPlante, SE Nelson, A Schumann and HJ Shaffer ‘Assessing the playing field: A prospective longitudinal study of Internet sports gambling behavior’ (2007) Journal of Gambling Studies, 23, 347.

R LaBrie and HJ Shaffer ‘Identifying behavioural markers of disordered Internet sports gambling’ (2010) Addiction Research & Theory, 19, 56.

D Lam ‘Applicability of the duplication of purchase law to gaming’ (2006) UNLV Gaming Research & Review Journal, 10, 55.

D Lam, D and R Mizerski ‘An investigation into gambling purchases using the NBD and NBD-Dirichlet models’ (2009) Marketing Letters, 20, 263.

M Lamont, N Hing and S Gainsbury ‘Gambling on sport sponsorship: A conceptual framework for research and regulatory review’ (2011) Sport Management Review, 14, 246.

DA LaPlante, A Schumann, RA LaBrieand HJ Shaffer ‘Population trends in Internet sports gambling’ (2008) Computers in Human Behavior, 24, 2399.

J Lloyd, H Doll, K Hawton, WH Dutton, JR Geddes, GM Goodwin and RD Rogers ‘Internet gamblers: a latent class analysis of their behaviours and health experiences’ (2010) Journal of Gambling Studies 26, 387.

NK Malhotra Marketing research: An applied orientation (New Jersey, Prentice-Hall, 6th edition, 2010).

J McMillen and M Wenzel ‘Measuring problem gambling: Assessment of three prevalence screens’ (2006) International Gambling Studies, 6, 147.

D Mizerski, R Miller, K Mizerski and D Lam The stochastic nature of purchasing a state’s lottery products’ (2004) Australasian Marketing Journal, 12, 56.

D Mizerski K Mizerski ‘The effect and implications for a stochastic pattern of lotto game play’ (2001) International Gambling Studies, 1, 132.

J Pallant SPSS survival manual (Berkshire, United Kingdom, Open University Press, 2nd edition, 2005).

Productivity Commission Gambling (Canberra, Report no. 50, 2010).

WJ Reinartz and V Kumar ‘On profitability of long-life customers in a noncontractual setting: An empirical investigation and implications for marketing’ (2000) Journal of Marketing, 64, 17.

Roy Morgan Research Roy Morgan Gambling Monitor (Sydney, Roy Morgan Research, 2011).

D Schmittlein, LG Cooper and D Morrison ‘Truth in the concentration in the land of (80/20) laws’ (1993) Marketing Science, 12, 167.

HJ Shaffer, AJ Peller, DA LaPlante, SE Nelson and RA LaBrie ‘Toward a paradigm shift in internet gambling research: From opinion and self-report to actual behaviour’ (2010) Addiction Research and Theory, 18, 270.

BG Tabachnick and LS Fidell Using multivariate statistics (New Jersey, Pearson Education, 5th edition, 2007).

The Economist online ‘The biggest losers’ (2011, May 16) The Economist Online. Retrieved from http://www.economist.com/blogs/dailychart/2011/05/gambling

University of Sydney ‘Internet adds to gambling woes’ (2011, Mar 14) Science Alert. Retrieved from: http://www.sciencealert.com.au/news/20111503-21947.html

DM Walker Challenges that confront researchers on estimating the social costs of gambling (Washington, DC, American Gaming Association, 2008).

H Wardle, A Moody, S Spence, J Orford, R Volberg, D Jotangia, M Griffiths, D Hussey and F Dobbie ‘British gambling prevalence survey 2010’ (London, National Centre for Social Research, 2011).

R Williams and RA Volberg ‘Impact of survey description, administration format, and exclusionary criteria on population prevalence rates of problem gambling’ (2009) International Gambling Studies, 9, 101.

R Woolley ‘Mapping internet gambling: Emerging modes of online participation in wagering and sports betting’ (2003) International Gambling Studies, 3, 3.

R Wood and R Williams ‘How much money do you spend on gambling? The comparative validity of questions wordings used to assess gambling expenditure’ (2007) International Journal of Social Research Methodology, 10, 63.