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Periodicity of sex worker touring: an image-assisted analysis

Author

Listed:
  • Fumin Li

    (Chongqing University)

  • Yisu Zhou

    (University of Macau)

  • Tianji Cai

    (University of Macau)

Abstract

Previous research has emphasized male tourists paying local women for sex while abroad. Recent studies reveal a shift: sex workers themselves travel on short tourist visas to provide services, often returning multiple times yearly to the same locations. Our research examined 19,608 posts and 49,008 pictures from a popular forum in Macao, a gambling hub in Asia. Through combined text mining and facial recognition analysis of online solicitations, we uncovered distinct patterns in sex worker visits. Sex workers showed significantly higher likelihood of returning within 7-day periods, aligning with Macao’s visa policies. We built social networks using recognized sex workers, phone numbers, and posting accounts. This allowed us to develop metrics that assess organized crime involvement in online solicitation. Results revealed escalating third-party involvement throughout the study period. Professional brokers increasingly operated posting accounts, while shared phone numbers became more prevalent. Our analysis used a 30-day sliding window to examine recurrence factors. This approach confirmed both the 7-day periodicity and strong positive correlations between organized crime metrics and sex worker return rates.

Suggested Citation

  • Fumin Li & Yisu Zhou & Tianji Cai, 2025. "Periodicity of sex worker touring: an image-assisted analysis," Journal of Computational Social Science, Springer, vol. 8(3), pages 1-34, August.
  • Handle: RePEc:spr:jcsosc:v:8:y:2025:i:3:d:10.1007_s42001-025-00397-5
    DOI: 10.1007/s42001-025-00397-5
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    References listed on IDEAS

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    1. Davey, Calum & Dirawo, Jeffrey & Mushati, Phillis & Magutshwa, Sitholubuhle & Hargreaves, James R. & Cowan, Frances M., 2019. "Mobility and sex work: why, where, when? A typology of female-sex-worker mobility in Zimbabwe," Social Science & Medicine, Elsevier, vol. 220(C), pages 322-330.
    2. Anita Ghimire & Fiona Samuels & Sarmila Mainali, 2021. "Changing Patterns of Commercial Sex Work Amongst Adolescent Girls in Nepal: The Role of Technology," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 33(5), pages 1390-1408, October.
    3. Cunningham, Stewart & Sanders, Teela & Scoular, Jane & Campbell, Rosie & Pitcher, Jane & Hill, Kathleen & Valentine-Chase, Matt & Melissa, Camille & Aydin, Yigit & Hamer, Rebecca, 2018. "Behind the screen: Commercial sex, digital spaces and working online," Technology in Society, Elsevier, vol. 53(C), pages 47-54.
    4. Cecilia Benoit & Mikael Jansson & Michaela Smith & Jackson Flagg, 2017. "“Well, It Should Be Changed for One, Because It’s Our Bodies”: Sex Workers’ Views on Canada’s Punitive Approach towards Sex Work," Social Sciences, MDPI, vol. 6(2), pages 1-17, May.
    5. Teela Sanders & Laura Connelly & Laura Jarvis King, 2016. "On Our Own Terms: The Working Conditions of Internet-Based Sex Workers in the UK," Sociological Research Online, , vol. 21(4), pages 133-146, November.
    6. Brett Koenig & Alka Murphy & Spencer Johnston & Jennie Pearson & Rod Knight & Mark Gilbert & Kate Shannon & Andrea Krüsi, 2022. "Digital Exclusion and the Structural Barriers to Safety Strategies among Men and Non-Binary Sex Workers Who Solicit Clients Online," Social Sciences, MDPI, vol. 11(7), pages 1-17, July.
    7. Niklas Jakobsson & Andreas Kotsadam, 2013. "The law and economics of international sex slavery: prostitution laws and trafficking for sexual exploitation," European Journal of Law and Economics, Springer, vol. 35(1), pages 87-107, February.
    8. Ronald Weitzer, 2007. "The Social Construction of Sex Trafficking: Ideology and Institutionalization of a Moral Crusade," Politics & Society, , vol. 35(3), pages 447-475, September.
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