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Trends and associated factors in the uptake of HIV testing among female sex workers in Sino-Vietnam border areas in Guangxi, China: a cross-sectional study

A Correction to this article was published on 15 June 2022

This article has been updated



HIV testing is a primary prevention strategy against the HIV epidemic and an entry point for HIV/AIDS-related care, prevention and treatment. This study aimed to estimate the uptake of HIV testing among Sino-Vietnam female sex workers (FSWs) in Guangxi, China, from 2016 to 2018, and to identify the factors influencing HIV testing uptake.


A cross-sectional survey was conducted among FSWs in two Sino-Vietnam border cities of Guangxi, China. The survey was conducted through face-to-face interview, the data were collected by a structured questionnaire, and HIV-1 infection was detected simultaneously. Logistic regression analysis was used to determine the factors associated with uptake of HIV testing.


In total, 4565 Chinese local FSWs (CL-FSWs) and 636 cross-border migrant Vietnamese FSWs (CMV-FSWs) were recruited into this study. HIV-1 prevalence in CL-FSWs and CMV-FSWs was 0.70% and 3.14%, respectively. The rate of self-reported uptake of HIV testing in CL-FSWs and CMV-FSWs was 54.56% and 45.44%, respectively. The rates of self-reported uptake of HIV testing declined in both groups from 2016 to 2018. Logistic regression analysis indicated that a number of factors, including socio-demographic characteristics (age < 35 years, higher education, location in Chongzuo City), behaviour factors (having received free AIDS education, condom distribution services and peer education services, high risk sexual behaviours such as inconsistent condom use, having regular commercial sexual partners, etc.), psychological factors (perception of vulnerability to HIV/STIs, perception of risk for HIV infection) were the factors significantly related to uptake of HIV testing.


In recent years, the rate of HIV testing uptake among Sino-Vietnam border FSWs in Guangxi, China was low, which may be an important reason for the high HIV-1 prevalence among FSWs in the region. A number of factors were identified to be associated with HIV-1 testing uptake, suggesting that HIV testing prevention strategies in this region could include accelerating AIDS education training, raising personal awareness of HIV testing, and improving accessibility of HIV testing.

Peer Review reports


HIV testing, a key policy response to the HIV/AIDS epidemic, has been promoted as a primary prevention strategy and an entry point for assessing HIV/AIDS-related services, such as treatments and the subsequent improvements in life expectancy. Expanding HIV testing not only increases the proportion of HIV-positive people who know their infection status, but also provides an effective method of secondary prevention for those who test positive. China's HIV testing system has been developed over a period of time and has gone through several stages, including three testing models: voluntary counselling and testing (VCT), high-risk group testing, and provider-initiated testing and counselling (PITC) [1]. However, a recent survey showed that there was still a large gap between high willingness rate and low uptake rate of HIV testing in China during 2017–2018 [2]. The National Health Commission of the People’s Republic of China estimated that by the end of 2018, only two-thirds of people living with HIV knew their HIV status [3], which was far from the aim of 95% of all HIV-infected individuals being diagnosed by 2030 proposed by the Joint United Nations Programme on HIV/AIDS (UNAIDS) [4]. Female sex workers (FSWs), a high-risk population for HIV infection, are a major bridge for HIV transmission that may determine the speed of HIV transmitting from high-risk groups to the general population. A systematic review in 2012 noted that the risk of HIV infection among FSWs is 50 times higher than that of the general female population in low-income and middle-income countries [5]. Cross-border migrant FSWs are of particular concern because of the relatively higher HIV prevalence in this population [6,7,8]. The HIV testing rate was low among cross-border FSWs due to language barriers, the invisibility of sex work, and the limited availability of HIV prevention services [8]. Previous studies have shown that nearly half of FSWs in China had not been tested for HIV in the past year [9, 10]. The situation is even worse in Guangxi, where only 35.9% of FSWs have been tested for HIV during 2012–2015 [11], greatly limiting the access to HIV treatment and increasing the likelihood of HIV transmission to the general population.

Guangxi, a province in the Southwest of China that borders Vietnam and the ‘Golden Triangle’, is a gateway for drug trafficking routes and cross-border migration of sex workers. By the end of 2017, Guangxi had the second highest number of HIV reported cases among provincial-level regions in China, accounting for 12% of the total national HIV reported cases, and heterosexual intercourse had become the primary transmission route in Guangxi [12]. The northern Vietnam region bordering Guangxi is a mountainous area, where the economy is relatively underdeveloped. Many Vietnamese women went to Guangxi to find temporary work [13]. A review in 2020 summarized 51 publications and indicated that the HIV prevalence among FSWs in Guangxi ranged from 0.13% to 6.78% during 2008–2018, higher than those of other areas in China [14]. Our previous study found that the proportion of newly diagnosed HIV patients with late HIV presentation was very high in Guangxi [15]. Lack of awareness and timely HIV testing among high-risk populations leads to high rates of late HIV presentation, advanced HIV disease, poor treatment effectiveness and high mortality [15]. Therefore, strengthening HIV testing among high-risk groups and reducing HIV transmission through sexual behavior have become an urgent problem to be solved in Guangxi.

A number of studies have documented many factors associated with uptake of HIV testing among FSWs in China, including older age [16], less education [16], working in higher-income venues [16], better HIV knowledge [16], financial and time costs [17], stigmatization and discrimination [17], higher perceived risk, condom use, a longer history of sex work, higher VCT knowledge [18], etc. Although there are many publications on HIV testing and related factors in China, data from Guangxi province, which has a high HIV disease burden, is quite limited, especially from Sino-Vietnam border areas. The purpose of this study was to investigate the uptake of HIV testing among Sino-Vietnam border FSWs in Guangxi, China, and to explore the relevant influencing factors.


Study setting

From 2016 to 2018, a cross-sectional survey was conducted among FSWs in two Sino-Vietnam border cities (Chongzuo City with seven counties and one district, Fangchenggang City with two counties and two districts) from May to July every year. The two cities share a 637-km border with northern Vietnam and have eleven land ports [19].

Study participants and procedures

The participants were recruited from a variety of venues where the local Center for Disease Control and Prevention (CDC) provided intervention services for HIV high-risk populations. Random sampling was conducted on venues, and cluster sampling was performed on FSWs of the selected sites. The venues included high- or middle (mid)—tier venues and low-tier venues based on the mean income of FSW per transaction [11, 20] and the condition of the venue [21]. Due to the underdeveloped economy in the Sino-Vietnam border areas in Guangxi, the high-tier venues only accounted for a small percentage (3.33%) in our study. Therefore, our study grouped high- and mid- tier venues into one group (high- or mid- tier venues), including sauna or bathing centres, nightclubs, karaoke bars, dance halls, pub bars, upscale or mid-range hotels. Low tier venues included hair salons, foot bath centers, small restaurants, rental houses, parks and streets. The inclusion criteria of FSWs for this study were as follows: (1) females aged 16 years and over; (2) self-reported charging for sex transaction more than four times per month in the past 6 months; (3) self-reported HIV negative or unknown HIV status; (4) able to understand the contents of the questionnaires and provide verbal and written consent. Detailed descriptions of sampling and recruitment can be found in our previous study [11].

After obtaining informed consent from the participants, trained CDC staff conducted face-to-face interviews in a private room, using a structured questionnaire. During the survey, interviewers provided explanations and instructions to help participants understand any questions in the questionnaire. For migrants with limited Chinese language proficiency, a Vietnamese-Chinese interpreter assisted in the survey. After completing the questionnaire, each participant was compensated 50 RMB (about $7 USD) for the participation. This study was approved by the Human Research Ethics Committee of Guangxi Medical University (ethical review No. 2013-130).

Socio-demographic, behavioural, HIV/AIDS-related knowledge, and psychological variables

The survey collected socio-demographic data including nationality, age, ethnicity, marital status, education, and current location. According to nationality information, the participants were divided into two groups: Chinese local FSWs (CL-FSWs) and cross-border migrant Vietnamese FSWs (CMV-FSWs).

Behavioural variables were measured by questions regarding condom use, commercial sex transaction, injected illicit drug, their regular commercial or non-commercial sexual partners, STI history, having received HIV-related services, self-reported uptake of HIV testing, etc.

HIV/AIDS-related knowledge was assessed with an 8-question evaluation form proposed by the Chinese CDC [22], which is widely used in China [23, 24]. Participants who correctly answered six or more questions were considered to have adequate HIV/AIDS-related knowledge, and those who correctly answered five or less questions were considered to have low HIV/AIDS-related knowledge [22].

Psychological variables mainly referred to the perceived risk of HIV infection and the perception of vulnerability to HIV/STIs. The assessment of the perceived risk for HIV infection was scored using four-option questions. The assessment of perception of vulnerability to HIV/STI was scored using Yes/No questions, and the two-item scale had a Cronbach’s alpha value of 0.80. In addition, we investigated the participants’ perceptions of family attitudes toward their work.

The behavioural variables, assessment of HIV/AIDS-related knowledge and psychological variables can be seen in Additional file 1 ‘Key population quantitative questionnaires’.

HIV testing

At the time of the survey, participants were asked to provide blood specimens to test for HIV antibodies. Specimens that screened positive by enzyme-linked immunosorbent assay (ELISA) (Wantai Biological Pharmaceutical Co., Beijing, China) were confirmed by western blot (WB) assay (HIV Blot 2.2 WB; Genelabs Diagnostic, Singapore). The purpose of the HIV testing is to estimate the HIV prevalence among FSW population.

In addition, the questionnaire presented the option of self-reported uptake of HIV testing in the preceding year. “HIV Testing” in the questionnaire refers to the history of HIV testing, which is self-reported, using either ELISA or WB.

Statistical analysis

The collected data were double entered with EpiData3.0. For socio-demographic characteristics, the proportions were calculated for the two groups (CL-FSWs and CMV-FSWs). The chi-square trend test was used to test the significance of time trend. Univariate logistic regression analyses were performed for each independent variable of uptake of HIV testing, with crude odds ratio and 95% confidence intervals (CI) indicated. Variables with significant univariate level (p < 0.1) were input into the logistic regression model to calculate the adjusted ORs and 95% CIs against the dependent variable for each group. Finally, a multivariate logistic regression model was established by the stepwise method. Statistical significance was defined as p < 0.05 (two-tailed test). All analyses were performed using SPSS statistical package version 23.


Socio-demographic characteristics of FSWs

As shown in Table 1, a total of 5201 FSWs who self-reported HIV-negative or unknown status were recruited. Of them, 2781 (53.47%) had been tested for HIV in the preceding year. The median age of the participants was 33.9 years (25.4–42.4 years). The majority of the participants were Chinese (87.77%), of Zhuang and other ethnicities (65.85%), married or cohabiting (67.76%), educated for 9 years or more (62.51%) and living in Chongzuo City (70.12%).

Table 1 Socio-demographic characteristics of FSWs in Sino-Vietnam border, China (n = 5201)

HIV prevalence, HIV testing and receiving HIV-related prevention services among FSWs

The HIV prevalence among all FSWs was 0.77% (2016), 0.91% (2017), and 1.12% (2018) (Fig. 1A). Compared with CL-FSWs, CMV-FSWs had a significant higher HIV prevalence (3.12%. vs. 0.70%) (Fig. 1B, C). The rate of self-reported uptake of HIV testing among all FSWs, CL-FSWs, and CMV-FSWs was 53.47%, 54.6% and 45.4%, respectively (Fig. 1A–C). As shown in Fig. 1A, the rate of self-reported uptake of HIV testing decreased significantly from 2016 to 2018 (linear trend χ2 = 187.04, p < 0.001). Similarly, the rate of receiving free AIDS education and condom distribution services, peer education services were also significantly decreased. In the CMV-FSWs group, the HIV prevalence increased significantly (linear trend χ2 = 3.73, p = 0.05), but the rates of self-reported uptake of HIV testing in the preceding year, receiving free AIDS education and condom distribution services, and peer education services declined significantly (Fig. 1B). In the CL-FSWs group, the HIV prevalence did not change significantly (linear trend χ2 = 0.25, p = 0.62), but the rates of self-reported uptake of HIV testing in the preceding year, receiving free AIDS education and condom distribution services, and peer education services declined significantly (Fig. 1C).

Fig. 1
figure 1

Trends in HIV testing, HIV prevalence and prevention services. A Trends in HIV testing, HIV prevalence and receiving HIV prevention services among all FSWs in the Sino-Vietnam border region, 2016–2018. B Trends in HIV testing, HIV prevalence and receiving HIV prevention services among CMV-FSWs in Sino-Vietnam border region, 2016–2018. C Trends in HIV testing, HIV prevalence and receiving HIV prevention services among CL-FSWs in Sino-Vietnam border region, 2016–2018

Univariate analyses of factors associated with uptake of HIV testing in the preceding year

Univariate analysis indicated that, for socio-demographic variables, in both groups, uptake of HIV testing in the preceding year was significantly related to age < 35 years, married or cohabiting status, 9 years' education or longer, location in Chongzuo City (Table 2). For behaviour variables, in both groups, HIV testing was significantly related to working in high-/mid-tier of venue, having stayed for more than 6 months in the current residence, inconsistent condom use in the previous month, history of self-reported STIs, etc. (Table 3). For psychological variables, perception of vulnerability to HIV/STIs and fear of their families knowing about sex work were the factors associated with HIV testing (Table 3).

Table 2 Univariate and multivariate logistic regression of socio-demographic factors for HIV testing in the preceding year among Sino-Vietnam border female sex workers, 2016–2018 (n = 5201)
Table 3 Univariate and multivariate logistic regression of behavioral factors and psychological factors for HIV testing in the preceding year among Sino-Vietnam border female sex workers, 2016–2018 (n = 5201)

In addition, several factors were relevant with HIV testing for CMV-FSWs or CL-FSWs, respectively. For example, among CL-FSWs, the factors associated with HIV testing included more than 4 years of FSW experience, consistent condom use in last commercial sex, having male clients’ older than 50 years, etc. (Table 3). Besides, a perception of low-level risk for HIV infection was associated with HIV testing among CMV-FSWs, while a perception of middle-level risk for HIV infection was related with HIV testing among CL-FSWs (Table 3).

Multivariate logistic regression analyses of factors associated with uptake of HIV testing in the preceding year

All variables were tested for multicollinearity, but none of the Pearson’s pairwise coefficients exceeded 0.45, indicating low collinearity of these variables. As shown in Tables 2 and 3, for both groups, age < 35 years, location at Chongzuo City, inconsistent condom use in the previous month, having a regular commercial sexual partner, perception of vulnerability to HIV/STIs were the shared factors significantly related to HIV testing. Being paid on average less than 100 RMB (about 15.1 USA dollars) per client was the positive factor for HIV testing among CMV-FSWs, while it was the negative factor for HIV testing among CL-FSWs.

In addition, several different factors were relevant with HIV testing for CMV-FSWs or CL-FSWs, respectively. Among CMV-FSWs, the factors were completing 9 years of education, working in high- or mid- tier venues, and a history of self-reported STIs (Tables 2, 3). Among CL-FSWs, the factors were having stayed more than 12 months in the current residence, more than 4 years of FSW experience, serving clients in a fixed venue, receiving free AIDS education and condom distribution in the past year, etc. (Tables 2, 3).


This is a large-scale cross-sectional study to investigate the HIV prevalence and uptake of HIV testing among FSWs including cross-border migrant Vietnamese FSWs in the Sino-Vietnam border areas in Guangxi, an HIV high-risk region in south-western China. For the first time, we identified a number of factors associated with uptake of HIV testing among FSWs in this region.

Our study indicated a high HIV prevalence among FSWs in this region (overall HIV prevalence was 0.96%), especially among CMV-FSWs (average HIV prevalence was 3.14%). These data are higher than the general level of FSWs in Guangxi [14]. More importantly, our study indicated that only about half of the FSWs reported a recent HIV testing, which is far below the level recommended by WHO [25, 26] and the ‘95–95–95’ target [4], and may be an important reason for the high HIV prevalence among FSWs in the region.

Despite the Chinese government began free testing service in 2003 and expanded the program to over 10,000 sites by the end of 2018 [27], the actual effectiveness of the service has not yet reached the target of UNAIDS. In our study, the decrease in HIV testing among cross-border migrant FSWs was associated with a decline in access to HIV prevention services, leading to a slight increase in the HIV prevalence that was higher than in the other 28 provinces in China, except Yunnan province [28]. Although the slight decline in HIV testing may be only a short-term phenomenon, local CDCs should take measures to examine the accessibility of HIV prevention services, especially for cross-border migrant FSWs.

Our study indicates that age < 35 years and higher education were significantly related to uptake of HIV testing. The finding of an association between younger age and HIV testing was consistent with previous studies [29,30,31]. Recent evidence suggests that FSWs living in inconvenient locations have a lower rate of HIV testing [32]. Consistent with this, our findings strengthened the association between location and HIV testing uptake, which may reflect the greater availability of HIV testing services in Chongzuo City.

We also found that HIV testing was significantly associated with a higher rate of risky sexual behaviours such as inconsistent condom use, more years of FSW experience, and serving more male clients. These findings were consistent with previous studies showing that people who engaged in high–risk sexual behaviours were more likely to take HIV tests [31, 33, 34]. This consistency is also reflected in the FSWs’ higher perceived vulnerability to HIV/STIs in this study, which is consistent with a previous study and is a promoter for HIV testing [35]. FSWs who engage in high-risk sex activities may be more concerned about HIV infection and in constant fear, prompting them to take HIV testing to reduce their worries about HIV infection. In this sense, FSWs need to be educated about the actual risks of their work and the reality of HIV infection. In addition, in the present study, having regular sex partners and fear of their families knowing about their sex work were motivating factors for HIV testing, as stable sex partnerships can increase trust, emotional closeness and familiarity [17]. This finding highlights the importance of social support from families, partners and peers in promoting HIV testing.

In our study, HIV testing was associated with a history of self-reported STIs, which has also been reported in previous studies [36]. The reason may be that the Chinese government implemented provider-initiated HIV/syphilis testing and counselling (PITC) services to expand HIV testing for potential HIV-positive individuals in STD clinics. In this regard, STD clinics are undoubtedly convenient places to disseminate materials and videos about HIV/AIDS knowledge. Future strategies could therefore be designed to use STD clinics as educational settings to raise awareness of HIV/AIDS, the perception of vulnerability to HIV/STIs, and the knowledge of the association between HIV and STIs. In addition, our study shows that FSWs with perception of vulnerability to HIV/STIs appear to be more likely to have undergone HIV testing, similar to observations in other studies [37, 38], suggesting that inadequate awareness of the high risk of HIV is the barrier to uptake HIV testing. It is therefore important to raise the awareness of FSWs’ perceived risk of HIV infection by reports on the seriousness of the local HIV epidemic through television, newspapers, or new media tools such as Wechat or Tiktok.

It is worth mentioning that whether CL-FSWs had received free AIDS education and condoms, and whether they had received peer education from HIV prevention programs were the two most important factors influencing uptake of HIV testing, which is consistent with previous studies [18, 37, 39]. It has been reported that exposure to community services, especially when tested individuals talked openly about HIV, can lead to a greater acceptance and uptake of testing, possibly due to peer influence [40]. Access to specific HIV prevention programmes is also a key factor in promoting HIV testing. These findings highlight the importance of peer relationships for HIV education and promotion of HIV testing services in the context of social discrimination against participants who often hide their sex work from their families. Meanwhile, the local CDCs could undertake interventions to reduce the stigma of sex work, improve HIV/ADIS education and remove discriminatory perceptions as a barrier to HIV testing; moreover, priority should be given to expanding the participation of peer educators. Furthermore, as knowledge of HIV/AIDS and HIV testing increases, the extension of HIV testing services should be promoted, such as providing self-testing kit at pharmacies, making HIV testing as a routine service in all health posts, and promoting home-based testing, etc.

We recognize several limitations of our study. Firstly, due to the cross-sectional design of this study, we were unable to determine whether certain behaviors occurred before or after HIV testing, which limited our ability to establish causal relationship. Secondly, because the participants in our study were anonymous and the time-series samples in the same cities were used for three consecutive years, multiple presenting FSWs might result in sample overlap across years. Thirdly, as our survey involved some stigma-related behaviours, a social desirability bias may have resulted in under-reporting of high-risk behaviours. Despite these limitations, the current study represents one of the few large-scale studies to investigate HIV prevalence, uptake of HIV testing, and related factors among FSWs, including cross-border migrant Vietnamese FSWs, in the Sino-Vietnam border areas in China. In addition, this study has the advantage of examining a wide range of explanatory factors and using a large representative population sample, by which providing insights into HIV testing for FSWs in cross-border areas.


Findings from this study have important implications for developing intervention programs targeting Sino-Vietnamese areas in China. First, because the rate of HIV testing uptake among Sino-Vietnam border FSWs in Guangxi, China was low, two aspects can be considered to improve the uptake of HIV testing: the accessibility of HIV testing provided by the government and the improvement of personal awareness. Second, since age, working condition, education level and location were the factors influencing uptake of HIV testing, future interventions should target those working in low-tier venues, older, less educated, and cross-border migrant Vietnamese FSWs. Third, since free AIDS education, free condom programs, peer education were the important factors promoting uptake of HIV testing, these approaches may be more effective in enhancing HIV testing in the future. Last, In addition to traditional intervention sites, STD clinics can also be convenient places to disseminate AIDS education materials.

Availability of data and materials

The datasets generated and/or analysed during the current study are not publicly available because of ethical and legal reasons but are available from the corresponding author Li Ye on reasonable request.

Change history



Female sex workers


Chinese local FSWs


Cross-border migrant Vietnamese FSWs


Acquired immunodeficiency syndrome


Human immunodeficiency virus


Sexual transmitted disease


Sexual transmitted infections


Centre for Disease Control and Prevention


The Joint UnitedNations Programme on HIV and AIDS


The World Health Organization


Voluntary Counselling and Testing


Men who have sex with men


China-ASEAN free trade area


Crude odds ratio


Adjusted odds ratio


Confidence interval


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The authors thank the health workers in Chongzuo CDC and Fangchenggang CDC for their hard work in carrying out the surveys and data collection, as well as all the participants for their voluntary cooperation in the survey.


All methods were carried out in accordance with relevant guidelines and regulations.


The study was supported by the National Natural Science Foundation of China (Grant No. 82060610), National Key Science and Technology Project of China (Grant No. 2018ZX10101002-001-006), Guangxi Scientific and Technological Key Project (Grant No. Gui Ke AB18050022), Thousands of Young and Middle-aged Key Teachers Training Program in Guangxi Colleges and Universities (To Junjun Jiang), and Guangxi Bagui Scholar (To Junjun Jiang).

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Authors and Affiliations



BL, and QH collaborated in the writing of the manuscript. PZ, SM, AN, and ZW were involved in the design and conduction of the survey. YO, Huayue L and ZW performed the statistical analyses. HX, JL, FZ and Huayue L assisted with data management and analysis. JJ and Hao L complemented the manuscript with contextual data. DL and LY chose the main directions for data analysis and participated in the interpretation of the results. All authors contributed to the revision of the manuscript before submission and approved the final version. All authors revised the manuscripts critically and approved the final version for publication.

Corresponding authors

Correspondence to Deping Liu or Li Ye.

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The study was reviewed and approved by the Ethics Committee of Guangxi Medical University, China (ethical review No. 2013-130). Written informed consent was obtained from all participants included in the study.

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Written informed consent for publication was obtained from all participants.

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The authors declare that they have no competing interest.

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The authors identified some errors in Table 2 and 3. The original article has been corrected.

Supplementary Information

Additional file 1:

 Key population quantitative questionnaires.

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Liang, B., Huang, Q., Ou, Y. et al. Trends and associated factors in the uptake of HIV testing among female sex workers in Sino-Vietnam border areas in Guangxi, China: a cross-sectional study. BMC Infect Dis 22, 479 (2022).

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