Research trends in gambling tax dynamics: A bibliometric analysis
Downloads
Gambling has been around for a long time and continues to evolve as it becomes integrated with video games. In its development, gambling continues to have negative impacts both economically and socially, such as unemployment, tax losses, divorce, and suicide. However, gambling can also have a positive impact, such as an increase in government revenue if taxed appropriately. This study aims to offer a thorough analysis of many publications from the last decade and monitor the progress of scientific research on gambling taxes as found in the Scopus database, utilizing VOSviewer and WordStat. In this study, the method used was bibliometric analysis. Between 2014 and 2023, a total of 132 scientific articles were dedicated to studying gambling taxes. There are a total of seven groups consisting of 111 keywords that are directly connected to gambling taxes. There are three groups of eight authors who are collaborating on a research project about gambling taxes. The study found that the University of Macau has affiliations with the majority of publications that impose gambling taxes. The United States has the biggest number of publications on the topic of gambling taxes. Studies on gambling taxes frequently confront issues of tax evasion and focus on a significant topic, namely the impact on public health and individuals. The study concluded that publications related to gambling taxes are dominated by articles from various multidisciplinary fields. This study recommends a wider range of publications and research from a more varied range of time and sources.
Albanese JS (2018) Illegal gambling businesses & organized crime: An analysis of federal convictions. Trends in Organized Crime 21: 262-277. https://doi.org/10.1007/s12117-017-9302-y.
Alharbi S, Atawnah N, Al Mamun M, & Ali MJ (2022) Local culture and tax avoidance: Evidence from gambling preference behavior. Global Finance Journal 52: 100585. https://doi.org/10.1016/j.gfj.2020.100585.
Andersson MJ, Balem M, & Håkansson A (2022) An interrupted time series analysis of gambling behavior based on gambling operator revenue-based taxation during the COVID-19 pandemic in Sweden. Public Health 211: 14-20. https://doi.org/10.1016/j.puhe.2022.07.003.
APJII (2023) Survei penetrasi dan perilaku internet 2023. Asosiasi Penyelenggara Jasa Internet Indonesia. Indonesia.
Björklund LL (2023) Game of tax: Rethinking the relationship between redistribution and reciprocity through a Georgian tax lottery. Economic Anthropology 10 (1):100-111. https://doi.org/10.1002/sea2.12269.
BPS (2023) Statistik Indonesia 2023. Badan Pusat Statistik. Indonesia.
Clotfelter CT (2023) Better state lotteries. Public Finance Review 52 (3):287-313. https://doi.org/10.1177/10911421231206030.
Dowling NA, Francis KL, Dixon R, Merkouris SS, Thomas SA, Frydenberg E, & Jackson AC (2020) “It runs in your blood”: Reflections from treatment seeking gamblers on their family history of gambling. Journal of Gambling Studies 37:689-710. https://doi.org/10.1007/s10899-020-09959-w.
Drbohlavová B, Špolc M, Tion Leštinová Z, Grohmannová K, & Mravčík V (2015) Socioekonomické souvislosti hazardního hraní. Addictology/Adiktologie 15 (4). https://openurl.ebsco.com/EPDB%3Agcd%3A5%3A17057893/detailv2sid=ebsco%3Aplink%3Ascholar&i=ebsco%3Agcd%3A118356451&crl=c.
Egerer M & Marionneau V (2023) Blocking measures against offshore online gambling: A scoping review. International Gambling Studies 1-17. https://doi.org/10.1080/14459795.2023.2190372.
Ferguson D (2023) Gaming the IRS’third‐party reporting system: Evidence from Pari‐Mutuel Wagering. Journal of Accounting Research 61 (4):1225-1261. https://doi.org/10.1111/1475-679X.12483.
Gandullia L & Leporatti L (2019) Distributional effects of gambling taxes: Empirical evidence from Italy. The Journal of Economic Inequality 17 (4):565-590. https://doi.org/10.1007/s10888-019-09423-9.
Giovanni M, Fabiola S, Federica F, Mariangela C, Nicola P, Ilaria T, Gianluca S, Maurizio P, & Massimo DG (2017) Gambling disorder and suicide: An overview of the associated co-morbidity and clinical characteristics. International Journal of High Risk Behaviors and Addiction 6 (3). https://doi.org/10.5812/ijhrba.30827.
Gu X, Sheng L, Yuen CY, & Lei CK (2021) Modeling the economic effect of statutory taxation on gaming hospitality. Journal of Hospitality & Tourism Research 45 (2):325-344. https://doi.org/10.1177/1096348020962217.
Gu X, Tam PS, Lei CK, & Chang X (2016) The economics of taxation in casino tourism with cross‐border market power. Review of Development Economics 20 (1):113-125. https://doi.org/10.1111/rode.12217.
Gu X & Tam PS (2014a) Market structure and casino taxation in tourist resorts. Applied Economics 46 (10):1049-1057. https://doi.org/10.1080/00036846.2013.864037.
Gu X & Tam PS (2014b) Tax incidence and price discrimination: an application of theories to gambling markets. China Economic Review 28: 135-151. https://doi.org/10.1016/j.chieco.2013.10.003.
Hmaittane A, Bouslah K, & M’Zali B (2019) Does corporate social responsibility affect the cost of equity in controversial industry sectors?. Review of Accounting and Finance 18 (4):635-662. https://doi.org/10.1108/RAF-09-2018-0184.
Hofmarcher T, Romild U, Spångberg J, Persson U, & Håkansson A (2020) The societal costs of problem gambling in Sweden. BMC public health 20: 1-14. https://doi.org/10.1186/s12889-020-10008-9.
Kaggwa MM, Mamun MA, Najjuka SM, Muwanguzi M, Kule M, Nkola R, Favina A, Kihumuro RB, Munaru G, Arinaitwe I, Rukundo GZ, & Griffiths MD (2022) Gambling-related suicide in East African Community countries: evidence from press media reports. BMC public health 22 (1):158. https://doi.org/10.1186/s12889-021-12306-2.
Kohler D (2016) On the regressivity of gambling taxes in Switzerland. Swiss Journal of Economics and Statistics 152: 193-208. https://doi.org/10.1007/BF03399426.
Kumar S, Madhavan V, & Sureka R (2020) The journal of emerging market finance: A bibliometric overview (2002–2019). Journal of Emerging Market Finance 19 (3):326-352. https://doi.org/10.1177/0972652720944329.
Kypri K, McCambridge J, Robertson N, Martino F, Daube M, Adams P, & Miller P (2019) ‘If someone donates 1000, they support you. If they donate 100 000, they have bought you’. Mixed methods study of tobacco, alcohol and gambling industry donations to Australian political parties. Drug and alcohol review 38 (3):226-233. https://doi.org/10.1111/dar.12878.
Latifah L & Ritonga I (2022) Difference of divorce determination in Indonesia: A study systematic literature review. Jurnal Biometrika Dan Kependudukan 11 (02):223-235. https://doi.org/10.20473/jbk.v11i02.2022.223-235.
Lei G, Qiu B, Yu J, & Zuo J (2023) “Hitting the jackpot” in corporate tax strategy: A perspective on gambling preferences. Economic Modelling 125: 106333. https://doi.org/10.1016/j.econmod.2023.106333.
Li G, Gu X, & Wu J (2015) A trade based view on casino taxation: Market conditions. Journal of gambling studies 31 (2):585-606. https://doi.org/10.1007/s10899-013-9407-4.
Liu MT, Wang S, McCartney G, & Wong IA (2021) Taking a break is for accomplishing a longer journey: Hospitality industry in Macao under the COVID-19 pandemic. International Journal of Contemporary Hospitality Management 33 (4):1249-1275. https://doi.org/10.1108/IJCHM-07-2020-0678.
Lowenstein JK & Joseph R (2017) The global gamble. World Policy Journal 34 (3):97-98. https://doi.org/10.1215/07402775-4280004.
Marriott L & Lai JC (2023) Tax evasion and benefit fraud: A study of the use of techniques of neutralization. Deviant Behavior 1-22. https://doi.org/10.1080/01639625.2023.2179442.
Miéra M, Massin S, & Eroukmanoff V (2023) The social value of gambling: surplus estimates by gambling types for France. The European Journal of Health Economics 1-13. https://doi.org/10.1007/s10198-022-01560-9.
Mills S, Ash J, & Gordon R (2024) Children and young people’s experiences and understandings of gambling-style systems in digital games: Loot boxes, popular culture, and changing childhoods. Annals of the American Association of Geographers 114 (1):200-217. https://doi.org/10.1080/24694452.2023.2248293.
Molina-Fernández AJ, Robert-Segarra A, Martín-Herrero JA, Sánchez-Iglesias I, Saiz-Galdós J, & Fernández-Mora K (2023) Regulating gambling use through the overton window: From an addictive behavior to a social and epidemiological problem. International Journal of Environmental Research and Public Health 20 (8):5481. https://doi.org/10.3390/ijerph20085481.
Myles D, O’brien K, Yücel M, & Carter A (2024) Three contrasting accounts of electronic gambling machine related harm: Impacts on community views towards gambling policy and responsibility. Journal of Gambling Studies 40 (1):29-49. https://doi.org/10.1007/s10899-023-10206-1.
Nelson J & Phillips K (2021) The economic effects of financing a large and permanent increase in government spending. Washington DC: Congressional Budget Office.
Nooteboom G (2015) Living dangerously: Oplosan, gambling and competition as everyday risk-taking in Java and East Kalimantan Indonesia. Disaster Prevention and Management 24 (4):523-538. https://doi.org/10.1108/DPM-04-2014-0067.
Pahrudin P, Liu LW, & Li SY (2022) What is the role of tourism management and marketing toward sustainable tourism? A bibliometric analysis approach. Sustainability 14 (7):4226. https://doi.org/10.3390/su14074226.
Petrotta BA (2023) From prohibition to promotion: Framing and sourcing the legalization of sports betting in the US. Communication & Sport 21674795231193132. https://doi.org/10.1177/21674795231193132.
Radvan M (2017) Municipalities and gambling taxation in the Czech Republic. Lex Localis 15 (3):529-540. https://doi.org/10.4335/15.3.529-540(2017).
Rodrigues M, Daniel AD, & Franco M (2023) What is important to know about mumpreneurship? A bibliometric analysis. International Journal of Organizational Analysis 31 (7):3413-3435. https://doi.org/10.1108/IJOA-05-2022-3293.
Roukka T & Salonen AH (2020) The winners and the losers: Tax incidence of gambling in Finland.Journal of Gambling Studies 36 (4):1183-1204. https://doi.org/10.1007/s10899-019-09899-0.
Rude J, Surry Y, & Kron R (2014) A generalized double-hurdle model of Swedish gambling expenditures. Applied Economics 46 (34):4151-4163. https://doi.org/10.1080/00036846.2014.939376.
Sadat A & Lawelai H (2023) Modeling and innovation using artificial intelligence in accelerating handling the COVID-19 pandemic: A bibliometric study. Masyarakat, Kebudayaan dan Politik 36 (1):58-71. https://doi.org/10.20473/mkp.V36I12023.58-71.
Sharife K (2017) Jackpot tax avoidance. World Policy Journal 34 (3):99-104. https://doi.org/10.1215/07402775-4280076.
Spångberg J & Svensson J (2020) Associations between youth unemployment and underage gambling in Europe. Journal of Gambling Issues, 45. http://dx.doi.org/10.4309/jgi.2020.45.5.
Syvertsen A, Leino T, Pallesen S, Smith OR, Sivertsen B, Griffiths MD, & Mentzoni RA (2023) Marital status and gambling disorder: A longitudinal study based on national registry data. BMC psychiatry 23 (1):199. https://doi.org/10.1186/s12888-023-04697-w.
Tarray TA & Ganie ZA (2023) An adroit unrelated question randomized response model with sundry strategies. Journal of applied mathematics & informatics 41 (6):1377-1391. https://doi.org/10.14317/jami.2023.1377.
Vasilopoulou Y & Thomakos DD (2017) Tax evasion, tax administration, and the impact of growth: tax enforcement as regulatory failure in a high tax rates, high tax evasion, and low-growth economic environment. Taxation in Crisis: Tax Policy and the Quest for Economic Growth 175-203. https://doi.org/10.1007/978-3-319-65310-5_8.
Walker DM & Sobel RS (2016) Social and economic impacts of gambling. Current Addiction Reports 3: 293-298. https://doi.org/10.1007/s40429-016-0109-8.
Whelan K (2023) Us taxation of gambling winnings and incentives to bet. Journal of Gambling Studies 39 (3):1253-1271. https://doi.org/10.1007/s10899-023-10189-z.
Wilkins C (2018) A “not-for-profit” regulatory model for legal recreational cannabis: Insights from the regulation of gaming machine gambling in New Zealand. International Journal of Drug Policy 53: 115-122. https://doi.org/10.1016/j.drugpo.2017.12.002.
Xiao LY, Newall P, & James RJE (2024) To screen, or not to screen: An experimental comparison of two methods for correlating video game loot box expenditure and problem gambling severity. Computers in Human Behavior 151: 108019. https://doi.org/10.1016/j.chb.2023.108019.
Yang S, Feng D, & Xu J (2023) Do chairmen with China’s Great Famine experience in early‐life affect firm tax avoidance activities? Review of Development Economics 27 (4):2214-2247. https://doi.org/10.1111/rode.13035.
Yin H, Gong X, Quan X, & Li AY (2023) Local gambling preferences and corporate tax avoidance: Evidence from China. International Journal of Finance & Economics 1-31. https://doi.org/10.1002/ijfe.2841.
Yoshino N & Abidhadjaev U (2017) Impact of infrastructure on tax revenue: Case study of high-speed train in Japan. Journal of Infrastructure, Policy and Development 1 (2):129-148. https://doi.org/10.24294/jipd.v1i2.69.
Zaleskiewicz T & Traczyk J (2020) Psychological perspectives on financial decision making. New York: Springer Nature.
Zeng H, Li X, Zhou Z, Ma Y, & Lv F (2023) Local gambling culture and corporate tax aggressiveness: A trait activation perspective on informal institutions. Managerial and Decision Economics 44 (6):3166-3184. https://doi.org/10.1002/mde.3869.
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Copyright of this journal is possession of Editorial Board and Journal Manager, by the knowledge of the author, while the moral right of the publication belongs to the author.
The formal legal aspect of journal publication accessibility refers to Creative Commons Attribution-NonCommercial-ShareAlike (CC BY-NC-SA), implies that publication can be used for non-commercial purposes in its original form (cannot be modified).
Every publication (printed/electronic) are open access for educational purposes, research, and library. Other than the aims mentioned above, the editorial board is not responsible for copyright violation.