- Open Access
Using social practice theory in measuring perceived stigma among female sex workers in Mombasa, Kenya
BMC Public Health volume 23, Article number: 972 (2023)
Perceived stigma is a complex societal phenomenon that is harboured especially by female sex workers because of the interplay of a myriad of factors. As such, a precise measure of the contribution of different social practices and characteristics is necessary for both understanding and intervening in matters related to perceived stigma. We developed a Perceived Stigma Index that measures the factors that greatly contribute to the stigma among sex workers in Kenya, and thereby inform a framework for future interventions.
Social Practice Theory was adopted in the development of the Perceived Stigma Index in which three social domains were extracted from data collected in the WHISPER or SHOUT study conducted among female sex workers (FSW), aged 16–35 years in Mombasa, Kenya. The three domains included: Social demographics, Relationship Control and Sexual and Gender-based Violence, and Society awareness of sexual and reproductive history. The factor assessment entailed Exploratory Factor Analysis (EFA), Confirmatory Factor Analysis (CFA), and the internal consistency of the index was measured using Cronbach’s alpha coefficient.
We developed a perceived stigma index to measure perceived stigma among 882 FSWs with a median age of 26 years. A Cronbach’s alpha coefficient of 0.86 (95% confidence interval (CI) 0.85–0.88) was obtained as a measure of the internal consistency of our index using the Social Practice Theory. In regression analysis, we identified three major factors that contribute to the perceived stigma and consists of : (i) income and family support (β = 1.69; 95% CI); (ii) society’s awareness of the sex workers’ sexual and reproductive history (β = 3.54; 95% CI); and (iii) different forms of relationship control e.g. physical abuse (β = 1.48; 95%CI that propagate the perceived stigma among the FSWs.
Social practice theory has solid properties that support and capture the multi-dimensional nature of perceived stigma. The findings support the fact that social practices contribute or provoke this fear of being discriminated against. Thus, in offering interventions to curb perceived stigma, focus should fall on the education of the society on the importance of acceptance and integration of the FSWs as part of the society and the eradication of sexual and gender based violence meted out on them.
The trial was registered in the Australian New Zealand Clinical Trials Registry, ACTRN12616000852459.
Stigma is a complex societal phenomenon [1,2,3]. Despite the increasing interest and understanding of the adverse health outcomes associated with stigma , there is an exigent need of narrowing down and highlighting the factor-specific societal contribution to stigma. These factors, i.e., societal beliefs and practices, play a major role in creating the perceived stigma which in essence is the fear of being discriminated against or the fear of enacted stigma where the stigmatized persons internalize prejudices and develop negative feelings about themselves . Consequently, they end up feeling abashed and embarrassed about the practice . On a larger scale, this perceived stigma has the potential of curtailing societal advancements in terms of academic achievements and decreasing the uptake of health and social services .
While many studies are being conducted among sex workers, they have extensively sought to delve into HIV, Sexually Transmitted Infections (STIs) and some behavioral risk factors like Sexual and Gender-Based Violence [8,9,10,11]. Many of these studies have also concentrated on HIV/AIDS-associated stigma as a major encumbrance to voluntary testing, counseling and the necessary prompt treatment [12, 13]. However, just a few studies have endeavored to scrutinize and provide a measure of the perceived stigma related to being a sex worker and identify the key variables of stigmatizing sources [14, 15].
Perceived stigma is usually related, contributed and exacerbated by society. This is profoundly in relation to the expected reactions towards the activities of these sex workers . In most circumstances, these sex workers are predisposed to a plethora of stigmatizing forces in their daily lives through their interactions with relatives, neighbors, religious institutions, health providers and law enforcers. These societal prejudices may have deleterious effects on the health and well-being of the sex workers through obvious manifestations such as physical or verbal abuse and through slicker and subtle means such as those that propagate and immortalize vulnerability which then obliges these workers to initiate personal individualized mechanisms or collective ways of dealing with the stigma .
In some cases, this stigmatization is due to how sex work is perceived in the legal sphere. The different legal systems have advanced for either the full or partial criminalization of the trade. Interestingly, the partial criminalization creates a disconnect between society and sex workers, thus breeding the perceived stigma [18,19,20]. In the Kenyan context, such partial criminalization of sex work also exists [21, 22]. This disjointed relationship is often exhibited by denigratory labels on the female sex workers such as ‘prostitutes’, ‘hookers’, and ‘whores’ in describing the sex work .
A significant body of research has shown that female sex workers experience higher levels of stigma and related violence compared to Male Sex Workers . However, few studies have endeavored to provide a measure of this perceived stigma among female sex workers. This paper aims to establish a thorough factor-structured index verifiable in exploratory and confirmatory factor analyses with acceptable goodness of fit of the societal contributory nature to the perceived stigma among sex workers.
The few developed Perceived Stigma Indices among FSWs [24,25,26] have all adopted different concepts and structures in their measurements of stigma. This entailed using factors pooled from bases that are sometimes different and peculiar to certain societies. As envisaged in previous research on stigma measurement, indices from different populations and settings can only be used in the scale development and initial validation; however, they cannot be equated to every new society. As unequivocally stated in the USAID 2006 report: “Constructing a Stigma and Discrimination Index: Hopes, Dreams, and Lessons Learned,” no standardized measure or index can be adopted to encompass all the relevant variables and factors in different settings.
Our analysis aimed to develop a standardized instrument among the female sex workers Perceived Stigma Index (PSI) to quantify stigma and measure the contributory capacity of the societal factors; and also to identify the key components of stigmatizing sources under the Social Practice Theory that will allow for tracking the levels of the Perceived Stigma and thus provide a mechanism for reduction interventions. This secondary analysis was conducted from the WHISPER or SHOUT study that was conducted among female sex workers in Mombasa, Kenya [27, 28].
This paper describes a secondary analysis of the data from the WHISPER or SHOUT study: Women’s Health Intervention using SMS for Preventing Unintended Pregnancy (WHISPER) and SMS intervention to improve Nutritional Health Outcomes (SHOUT) study. The study methods are described in detail elsewhere [27, 28].
Social practice theory
Social Practice Theory offers a platform to understand the similitude and connection between the societal practices and stigma among female sex workers. Social practice refers to the typical and habitual everyday practices performed in society . For the purpose of this paper, social practice theory is defined as a theory that calls out how people pursue diverse concerns, become aware of new possibilities for action as they move across different settings of practice; and learn as they adjust contributions to the flow of the ongoing activity and to fit the demands and structures of local institutions . It seeks to understand and explain the social and cultural world by analyzing the basic bodily, knowledge-based practices that interconnect to form more complex social entities like groups’ lifestyles, social fields or entire societies .
SPTs have been considered important in offering alternative yet concrete ways of understanding human action in relation to health and well-being; and to further reconcile structure and urgency in the lived experience of everyday life. Health and several aspects of well-being are considered the outcome of participation in a set of Social Practices. Social Practice Theory hypothesizes that better designed and managed neighborhoods recruit residents into new practices or reconfigure the existing ones, resulting in observed increases in health and well-being .
Thus through social practices, this paper seeks to understand how the internalized stigma among the female sex workers is generated. Figure 1 below conceptualizes how FSWs, in the full awareness of the different social practices, perceive all the prejudices and discrimination against them, and as such develop new mechanisms or behaviours to cope in the society.
Several steps were taken to develop the female sex workers’ Perceived Stigma Index (PSI). A thorough examination of the availability of existing stigma measures did not result in identifying an appropriate tool, further laying credence to the minimum or non-existing research work in this area.
Three main factor domains that contribute significantly to the Perceived Stigma were identified from the research questionnaire used during the primary research (Fig. 2). The index was designed to capture factors whose interplay was deemed to contribute to the perceived stigma, and included: (1) Social demographic factors, (2) Relationship control & sexual and gender-based violence, and (3) Sexual and reproductive history and social awareness.
In developing the female sex workers’ Perceived Stigma Index (PSI), the study employed various Structural Equation Modelling methods. A thorough and comprehensive analysis was conducted to interrogate the PSI’s reliability and validity. The internal consistency (how closely related the set of items are) of the Index and of the three domains therein was measured by the Cronbach’s alpha coefficients. Item Score Reliability test was used to assess the repeatability of an individual item score in the three groups. In this test, an item was deleted if its Item-rest correlation coefficient was lower than 0.40. At the end of the process, all the items in the three domains had Item-rest correlation coefficients higher than 0.40. This was very crucial for the purpose of satisfying the criteria of construct validity.
Primary Component Analysis, a subset of Exploratory Factor Analysis (EFA), was employed to verify the dimensionality of the index items. Other tools that include but are not limited to the Scree Plot Test, Parallel Analysis, Residual Variance, Cumulative Variance and Oblique Rotation were also performed as part of the EFA. This EFA was performed using R and subsequent Confirmatory Factor Analysis (CFA) was similarly done through R to verify the results.
The three-factor domains as envisaged from the Social Practice Theory were validated to be sufficient in providing a standard measure for the perceived Stigma among Female Sex Workers. Item endorsement was determined by calculating the median and the Inter-quartile ranges (IQRs) of the responses from each item. The scores for each scale were calculated separately by summing each weighted item in the index, with the weights being the factor loadings obtained from the Confirmatory Factor Analysis (CFA).
A descriptive analysis was conducted on the three social domains conjured through the Social Practice Theory regarding the perceived stigma. The proceeding Linear Regression Analysis was conducted using R on each domain separately. The weighted scores on each scale were used to determine how the influence of each of the Social Practice components correlates and contributes to the perceived stigma levels from the three sources.
Social practice domains
The study enrolled 882 Female Sex Workers, who had a median age of 26 years (IQR: 22–29; Table 1). Participating women were predominantly born in Kenya (98%) with 77.2% having changed residences in the last two years of the baseline study. Majority of the women (72.3%) were single, with only 6.2% either married or living with a partner. The sex workers supported a median of 3 people financially (IQR:1–4), with their main source of income being sex work (99.2%). Most of them (99.2%) relied on an income from the trade with most receiving a payment after sex with a client of $ 5 and above (54.9%) in a period of six months.
Relationship control and instances of sexual and gender based violence (Table 2) are clearly highlighted by the respondents; from unilateral decision making (54.5%), whether or not they should use a condom (32.9%), control of what the females should wear (44.2%) and whom they spend time with (44.5%).
Sexual and reproductive history of the participants in relation to the societal awareness (Table 3) indicate the non-willingness of disclosure by the female sex workers of their trade to neither their spouses (40%) nor their parents or siblings (71.9%).
Item reduction and index reliability
The reliability of the Perceived Stigma Index was high, with a Cronbach’s alpha coefficient of 0.86 (Table 4). All the factors in the three domains satisfied the item-rest correlation of 0.4 and above, and so they were all retained in the perceived stigma index. The results from the primary component analysis, parallel analysis, and Screeplots laid credence to the social practice theory approach. We observed that our Social Practice Theory Approach only accounted for the 40% explained variance (Table 5). This illustrates the multi-dimensional construct of the perceived stigma .
Exploratory factor analysis
We performed a parallel analysis (maximum likelihood) using a polychoric correlation matrix which suggested that the social practice theory structure had only one factor with an eigen- value > 1.0 (Fig. 3) which also accounted for 40% of the variance.
Tables 6, 7 and 8 indicate the relationships between the Female Sex workers’ perceived stigma and the three societal domains as envisaged through the social practice theory. The key results from the regression analysis indicate highest correlation between perceived stigma and income, relationship control and societal awareness; factors derived from the three domains.The results also show that the personal characteristics of the female sex worker did not contribute much to the perceived stigma compared to the other two domains.
Our study aimed to develop a standardized instrument i.e., the PSI, to measure perceived stigma among female sex workers in Mombasa, Kenya. There being a very limited number of studies done in this space and context, and no comparable tool to quantify the perceptions of FSWs in the region, we endeavored to further consider the appraisal of specific factors that contribute to such perceptions. We adopted the Social Practice Theory by coming up with three societal domains that in some way were deemed to induce the perceived stigma. The factors from the three domains were subjected to both exploratory and confirmatory factor analyses and the multi-dimensional build-up of perceived stigma was proven. Linear regression models further provided a more distinctive and clear answer to the significant factors that contribute inordinately to perceived stigma among female sex workers. These major factors include: Income, Relationship Control, Sexual and Gender based violence and Parental and/ or siblings awareness of the person’s involvement in sex work.
An increase in income and family support
We observed that an increase in income correlated to perceived stigma among the FSWs. An increase from the weekly income range of $ 10 – $ 20 to $ 20 and above created a significant increase in the PSI (0.95 to 1.69 change in the regression coefficients). This was despite the fact that the female sex workers had a median of 3 people they supported financially. This can simply be connected to another factor, i.e., societal awareness, where an increase in income would mean increased financial support to family members hence risking the knowledge of their sexual and reproductive history. In this case, financial stability or independence influences how women internalize the experienced perceived stigma .
Societal awareness of the sexual activities
This poses the greatest contribution to perceived stigma among the aforementioned significant factors. A substantial 71.9% of the participants indicated that their parents and/or siblings were not aware that they were sex workers, and a further regression generated a very high correlation coefficient (3.54).
The FSWs indicated that their husbands or partners had some form of control over their mode of dressing and decision-making. This, in turn, enacted the fear among the FSWs that their societal rights to be involved in such a trade weren’t in their control. This further informs the fact that a majority of the FSWs are single (72.3%); perhaps choosing to maintain their freedom that is unhinged from any kind of control by potential or prospective partners.
Sexual and gender-based violence (SGBV)
The FSWs had experienced or observed some form of physical or sexual violence. Such dehumanizing acts had left an indelible mark on them, hence the high perceived stigma. These findings are in line with studies that have shown violence against the FSWs by either the partners or clients provokes this internalized stigma that has direct connections to suicidal thoughts and other depressive symptoms [33,34,35]. The violence meted against them was both sexual and physical in which the latter entailed the partners using kicks, fists and other objects on the FSWs.
The developed PSI takes cognizance of the social practices in the community, which can be particularly useful in providing the requisite interventions and tracking the level of perceived stigma in different societies. This study provides the first instrument through which perceived stigma can be measured and controlled by only focusing on key societal variables: income and family support, societal awareness of the FSW and their trade, relationship control, and sexual and gender-based violence.
Strengths and limitations of this study
The study’s strengths are that it was based on a large study population that provided a large data set that was really important for the psychometric analysis. Rigorous analytical tools were also employed in the measurement of invariance, an important aspect of structural validity. However, there were several limitations to this study. Out of the entire population that had been enrolled in the primary WHISPER or SHOUT study, 11% faced communication challenges in terms of network and language problems hence their data was not captured. This data would have offered more analytical base in the secondary analysis. Additionally, the 40% invariance indicates the need for further induction of other factors contributing to the perceived stigma.
Study data are available from the corresponding author upon reasonable request.
Women’s Health Intervention Using SMS for Preventing Unintended Pregnancy
SMS Intervention to Improve Nutritional Health Outcomes
Exploratory factor analysis
Confirmatory factor analysis
Perceived Stigma Index
Sexually Transmitted Infections
Female Sex Workers
Human Immunodeficiency Virus / Acquired Immunodeficiency Syndrome
United States Agency for International Development
Andersen MM, Varga S, Folker AP. (2022). On the definition of stigma. https://onlinelibrary.wiley.com/doi/full/10.1111/jep.13684.
Mannarini S, Rossi A. (2019). Assessing Mental Illness Stigma: A Complex Issue. Frontiers in Psychology, 9. https://www.frontiersin.org/articles/https://doi.org/10.3389/fpsyg.2018.02722.
Pescosolido BA, Martin JK. The Stigma Complex. Ann Rev Sociol. 2015;41:87–116. https://doi.org/10.1146/annurev-soc-071312-145702.
Erving G. (1963). Stigma englewood cliffs. NJ Spectr, 127–8.
Drent HM, van den Hoofdakker B, Buitelaar JK, Hoekstra PJ, Dietrich A. Factors related to Perceived Stigma in parents of children and adolescents in Outpatient Mental Healthcare. Int J Environ Res Public Health. 2022;19(19). https://doi.org/10.3390/ijerph191912767. Article 19.
Tesfaw G, Kibru B, Ayano G. Prevalence and factors associated with higher levels of perceived stigma among people with schizophrenia Addis Ababa, Ethiopia. Int J Mental Health Syst. 2020;14(1):19. https://doi.org/10.1186/s13033-020-00348-9.
Fitzgerald-Husek A, Van Wert MJ, Ewing WF, Grosso AL, Holland CE, Katterl R, Rosman L, Agarwal A, Baral SD. Measuring stigma affecting sex workers (SW) and men who have sex with men (MSM): a systematic review. PLoS ONE. 2017;12(11):e0188393. https://doi.org/10.1371/journal.pone.0188393.
Campbell C, Foulis CA, Maimane S, Sibiya Z. I have an evil child at my house”: Stigma and HIV/AIDS management in a south african community. Am J Public Health. 2005;95(5):808–15. https://doi.org/10.2105/AJPH.2003.037499.
Medley A, Garcia-Moreno C, McGill S, Maman S. Rates, barriers and outcomes of HIV serostatus disclosure among women in developing countries: implications for prevention of mother-to-child transmission programmes. Bull World Health Organ. 2004;82(4):299–307.
Parker R, Aggleton P. HIV and AIDS-related stigma and discrimination: a conceptual framework and implications for action. Soc Sci Med. 2003;57(1):13–24. https://doi.org/10.1016/s0277-9536(02)00304-0.
Visser MJ, Kershaw T, Makin JD, Forsyth BWC. Development of parallel scales to measure HIV-related stigma. AIDS Behav. 2008;12(5):759–71. https://doi.org/10.1007/s10461-008-9363-7.
Chesney MA, Smith AW. Critical delays in HIV Testing and Care: the potential role of Stigma. Am Behav Sci. 1999;42(7):1162–74. https://doi.org/10.1177/00027649921954822.
Kalichman SC, Benotsch EG, Weinhardt L, Austin J, Luke W, Cherry C. Health-related internet use, coping, social support, and health indicators in people living with HIV/AIDS: preliminary results from a community survey. Health Psychology: Official Journal of the Division of Health Psychology American Psychological Association. 2003;22(1):111–6. https://doi.org/10.1037//0278-6126.96.36.199.
Ghose T, Swendeman D, George S, Chowdhury D. Mobilizing collective identity to reduce HIV risk among sex workers in Sonagachi, India: the boundaries, consciousness, negotiation framework. Soc Sci Med. 2008;67(2):311–20. https://doi.org/10.1016/j.socscimed.2008.03.045.
Kerrigan D, Telles P, Torres H, Overs C, Castle C. Community development and HIV/STI-related vulnerability among female sex workers in Rio de Janeiro, Brazil. Health Educ Res. 2008;23(1):137–45. https://doi.org/10.1093/her/cym011.
Zieger A, Mungee A, Schomerus G, Ta TMT, Dettling M, Angermeyer MC, Hahn E. Perceived stigma of mental illness: a comparison between two metropolitan cities in India. Indian J Psychiatry. 2016;58(4):432–7. https://doi.org/10.4103/0019-5545.196706.
Mutua M, Mases ER, Masinde JM. (2020). Sex Workers Lived Experiences Of Stigma In Nairobi, Kenya. https://www.researchgate.net/publication/343538610_Sex_Workers_Lived_Experiences_of_Stigma_in_Nairobi_KENYA.
Berthe P. (2018). The Stigmatization Behind Sex Work—Samuel Centre For Social Connectedness—Samuel Centre For Social Connectedness. Samuel Centre for Social Connectedness. https://www.socialconnectedness.org/the-stigmatization-behind-sex-work/.
Lutnick A, Cohan D. (2009). Criminalization, Legalization or Decriminalization of Sex Work: What Female Sex Workers Say in San Francisco, USA (SSRN Scholarly Paper No. 1543759). https://papers.ssrn.com/abstract=1543759.
Vanwesenbeeck I. Sex work criminalization is barking up the wrong tree. Arch Sex Behav. 2017;46(6):1631–40. https://doi.org/10.1007/s10508-017-1008-3.
UNAIDS. (2020). Kenyan sex workers abandoned and vulnerable during COVID-19. https://www.unaids.org/en/resources/presscentre/featurestories/2020/may/20200520_kenya.
Mugamangi EK. Assessing the Effects of Selective Enforcement of Anti-prostitution Laws in Kenya. The Case of Kasarani Sub-county Sex Workers; 2020.
Hendrickson ZM, Leddy AM, Galai N, Mbwambo JK, Likindikoki S, Kerrigan DL. Work-related mobility and experiences of gender-based violence among female sex workers in Iringa, Tanzania: a cross-sectional analysis of baseline data from Project Shikamana. BMJ Open. 2018;8(9):e022621. https://doi.org/10.1136/bmjopen-2018-022621.
Liu S-H, Srikrishnan AK, Zelaya CE, Solomon S, Celentano DD, Sherman SG. Measuring perceived stigma in female sex workers in Chennai, India. AIDS Care. 2011;23(5):619–27. https://doi.org/10.1080/09540121.2010.525606.
Oga EA, Kraemer J, Stewart C, Mbote D, Njuguna S, Stockton M, Nyblade L. Experienced sex-work stigma in male and female sex workers in Kenya: Development and validation of a scale. Stigma and Health. 2020;5:342–50. https://doi.org/10.1037/sah0000205.
Pitpitan EV, Strathdee SA, Semple SJ, Wagner KD, Chavarin CV, Earnshaw VA, Patterson TL. Perceived stigma of purchasing sex among latino and non-latino male clients of female sex workers in Tijuana, Mexico. J Immigr Minor Health. 2015;17(1):172–80. https://doi.org/10.1007/s10903-013-9895-4.
Ampt FH, Lim MSC, Agius PA, L’Engle K, Manguro G, Gichuki C, Gichangi P, Chersich MF, Jaoko W, Temmerman M, Stoové M, Hellard M, Luchters S. Effect of a mobile phone intervention for female sex workers on unintended pregnancy in Kenya (WHISPER or SHOUT): a cluster-randomised controlled trial. The Lancet Global Health. 2020;8(12):e1534–45. https://doi.org/10.1016/S2214-109X(20)30389-2.
Ampt FH, Mudogo C, Gichangi P, Lim MSC, Manguro G, Chersich M, Jaoko W, Temmerman M, Laini M, Comrie-Thomson L, Stoové M, Agius PA, Hellard M, L’Engle K, Luchters S. WHISPER or SHOUT study: protocol of a cluster-randomised controlled trial assessing mHealth sexual reproductive health and nutrition interventions among female sex workers in Mombasa, Kenya. BMJ Open. 2017;7(8):e017388. https://doi.org/10.1136/bmjopen-2017-017388.
Reckwitz A. Toward a theory of Social Practices: A Development in Culturalist Theorizing. Eur J Social Theory. 2002;5(2):243–63. https://doi.org/10.1177/13684310222225432.
Penuel WR, Horne KV, DiGiacomo D, Kirshner B. A social practice theory of learning and becoming across contexts and time. Frontline Learn Res. 2016;4(4). https://doi.org/10.14786/flr.v4i4.205. Article 4.
Maller. (2012). Using social practice theory to understand everyday life in a master-planned estate: Outcomes for health and wellbeing—RMIT University. https://researchrepository.rmit.edu.au/esploro/outputs/conferenceProceeding/Using-social-practice-theory-to-understand-everyday-life-in-a-master-planned-estate-outcomes-for-health-and-wellbeing/9921861832601341.
Vanwesenbeeck I. Another decade of social scientific work on sex work: a review of research 1990–2000. Annual Rev Sex Res. 2001;12:242–89.
Ellsberg M, Jansen HAFM, Heise L, Watts CH, Garcia-Moreno C, WHO Multi-country Study on Women’s Health and Domestic Violence against Women Study Team. Intimate partner violence and women’s physical and mental health in the WHO multi-country study on women’s health and domestic violence: an observational study. Lancet (London England). 2008;371(9619):1165–72. https://doi.org/10.1016/S0140-6736(08)60522-X.
Zhang L, Li X, Wang B, Shen Z, Zhou Y, Xu J, Tang Z, Stanton B. Violence, stigma and mental health among female sex workers in China: a structural equation modeling. Women Health. 2017;57(6):685–704. https://doi.org/10.1080/03630242.2016.1186781.
Luchters S, Richter M, Bosire W, Nelson G, Kingola N, Zhang X-D, Temmerman M, Chersich MF. (2013). The Contribution of Emotional Partners to Sexual Risk Taking and Violence among Female Sex Workers in Mombasa, Kenya: A Cohort Study | PLOS ONE. https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0068855.
Australia’s National Health and Medical Research Council provided funding for the WHISPER or SHOUT trial (Project Grant GNT 1087006), Career Development Fellowships for SL, and a Postgraduate Scholarship for FHA. The authors gratefully acknowledge the contribution of funding from the Victorian Operational Infrastructure Support Program received by the Burnet Institute. The sponsor did not contribute to study design; data collection, analysis, or interpretation; manuscript writing; or the decision to submit the article for publication. We acknowledge the contribution of funding from the Victorian Operational Infrastructure Support Program received by the Burnet Institute. The authors also wish to thank all the investigators and participants in the WHISPER and SHOUT study.
The study was conducted as part of a secondary analysis and did not receive any funding during the concept development, data analysis and write-up.
Ethics approval and consent to participate
This study involves human participants and was performed in accordance with all the relevant guidelines and regulations. The study was approved by the Kenyatta National Hospital and University of Nairobi Ethics and Research Committee, Kenya (KNH-UoN ERC-KNH-ERC/RR/493) and the Monash University Human Research Ethics Committee, Australia (MUHREC-CF16/1552-2016000812). Informed consent was obtained from all subjects and their legal guardian(s).
Consent for publication
We declare no competing interests.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
About this article
Cite this article
Guni, J.N., Wanjala, S.W., Manguro, G. et al. Using social practice theory in measuring perceived stigma among female sex workers in Mombasa, Kenya. BMC Public Health 23, 972 (2023). https://doi.org/10.1186/s12889-023-15809-2
- Female sex workers
- Perceived stigma
- Social practice theory
- Factor analysis