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Jia Y, Jiang W, Xiao X, Lou Z, Tang S, Chen J, Long Q. Patient delay, diagnosis delay, and treatment outcomes among migrant patients with tuberculosis in Shanghai, China, 2018-2020: a mixed-methods study. BMJ Open 2024; 14:e082430. [PMID: 39461863 PMCID: PMC11529733 DOI: 10.1136/bmjopen-2023-082430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 09/30/2024] [Indexed: 10/29/2024] Open
Abstract
OBJECTIVES This study aimed to examine patient delay, diagnosis delay and treatment performance among patients with tuberculosis (TB) in Shanghai, China in 2018-2020 focusing on disparities between migrant and local patients with TB. DESIGN Mixed-method study. SETTING AND PARTICIPANTS Quantitative data were collected from the TB information management system in Shanghai; 17 533 bacteriologically confirmed and clinically diagnosed patients with pulmonary TB registered in 2018-2020 were included. Qualitative interviews were conducted with TB administrators (n=3) and community healthcare providers (two groups, n=10 in total) from Shanghai. MAIN OUTCOME MEASURES Patient delay, diagnosis delay and treatment completion were examined by resident type using descriptive analysis and logistic regressions. Qualitative interviews were conducted to understand factors associated with the disparities. RESULTS From 2018 to 2020, migrant patients with TB accounted for 44.40% of total cases. There was no significant difference in patient delay between migrant and local patients (18.47 days on average). 22.12% of migrants and 16.52% of locals experienced diagnosis delays exceeding 14 days, respectively. After adjusting for all variables, migrant patients (OR 1.30, 95% CI 1.18 to 1.44) and initial care seeking at general hospitals (OR 3.76, 95% CI 3.45 to 4.09) were associated with a higher probability of diagnosis delay. 93.9% of migrant patients and 89.4% of the local patients had a successful TB treatment without statistically significant difference after adjusting for all variables. Qualitative interviews revealed a standard approach to managing patients with TB in Shanghai no matter their resident type. Young migrant patients who were able to maintain their jobs in Shanghai often had better treatment adherence. Despite patients' COVID-19 fear and limited care access in 2020, TB treatment minimally affected for both due to community-based case management. CONCLUSIONS Migrant patients were more likely to experience diagnosis delay. It should improve awareness and knowledge of TB among healthcare professionals at general hospitals to mitigate the risk of diagnosis delay.
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Affiliation(s)
- Yufei Jia
- Global Health Research Center, Duke Kunshan University, Kunshan, Jiangsu, China
| | - Weixi Jiang
- School of Public Health, Fudan University, Shanghai, China
| | - Xiao Xiao
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Zhexun Lou
- Global Health Research Center, Duke Kunshan University, Kunshan, Jiangsu, China
| | - Shenglan Tang
- Duke Global Health Institute, Duke University, Durham, North Carolina, USA
| | - Jing Chen
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Qian Long
- Global Health Research Center, Duke Kunshan University, Kunshan, Jiangsu, China
- Duke Global Health Institute, Duke University, Durham, North Carolina, USA
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Bustos M, Luu K, Lau LL, Dodd W. Addressing tuberculosis through complex community-based socioeconomic interventions in low- and middle-income countries: A systematic realist review. Glob Public Health 2021; 17:1924-1944. [PMID: 34403306 DOI: 10.1080/17441692.2021.1966487] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
The established relationship between poverty and tuberculosis has led to the implementation of complex socioeconomic interventions to address poverty as both a risk factor for and consequence of tuberculosis. However, limited research to date has examined the conditions that facilitate the successful implementation of these interventions. We conducted a systematic realist review to examine how complex socioeconomic interventions for tuberculosis treatment and care were defined, implemented, and evaluated in low- and middle-income countries. We used a systematic search to identify published work that implemented complex socioeconomic interventions for tuberculosis, followed by a realist analysis informed by existing programme theories. From a total of 2825 collected records, 36 peer-reviewed articles and 17 grey literature reports were included in this review. The realist analysis identified three main contexts (sociopolitical and cultural; relational and interpersonal; operational and administrative) and ten mechanisms that facilitated successful implementation of interventions. Overall, this review highlights the importance of political commitment in shaping sustainable programme delivery, the role of healthcare and community-based provider training in creating patient-centred treatment environments, and the opportunity to leverage operational research for evidence-based decision making to address the socioeconomic needs of tuberculosis patients experiencing poverty.
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Affiliation(s)
- Monica Bustos
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - Kathy Luu
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - Lincoln L Lau
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada.,International Care Ministries, Manila, Philippines.,Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Warren Dodd
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
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3
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Vo LNQ, Codlin AJ, Forse RJ, Nguyen HT, Vu TN, Van Truong V, Do GC, Nguyen LH, Le GT, Caws M. Tuberculosis among economic migrants: a cross-sectional study of the risk of poor treatment outcomes and impact of a treatment adherence intervention among temporary residents in an urban district in Ho Chi Minh City, Viet Nam. BMC Infect Dis 2020; 20:134. [PMID: 32050913 PMCID: PMC7017549 DOI: 10.1186/s12879-020-4865-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2019] [Accepted: 02/10/2020] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Tuberculosis (TB) remains a major cause of avoidable deaths. Economic migrants represent a vulnerable population due to their exposure to medical and social risk factors. These factors expose them to higher risks for TB incidence and poor treatment outcomes. METHODS This cross-sectional study evaluated WHO-defined TB treatment outcomes among economic migrants in an urban district of Ho Chi Minh City, Viet Nam. We measured the association of a patient's government-defined residency status with treatment success and loss to follow-up categories at baseline and performed a comparative interrupted time series (ITS) analysis to assess the impact of community-based adherence support on treatment outcomes. Key measures of interest of the ITS were the differences in step change (β6) and post-intervention trend (β7). RESULTS Short-term, inter-province migrants experienced lower treatment success (aRR = 0.95 [95% CI: 0.92-0.99], p = 0.010) and higher loss to follow-up (aOR = 1.98 [95% CI: 1.44-2.72], p < 0.001) than permanent residents. Intra-province migrants were similarly more likely to be lost to follow-up (aOR = 1.86 [95% CI: 1.03-3.36], p = 0.041). There was evidence that patients > 55 years of age (aRR = 0.93 [95% CI: 0.89-0.96], p < 0.001), relapse patients (aRR = 0.89 [95% CI: 0.84-0.94], p < 0.001), and retreatment patients (aRR = 0.62 [95% CI: 0.52-0.75], p < 0.001) had lower treatment success rates. TB/HIV co-infection was also associated with lower treatment success (aRR = 0.77 [95% CI: 0.73-0.82], p < 0.001) and higher loss to follow-up (aOR = 2.18 [95% CI: 1.55-3.06], p < 0.001). The provision of treatment adherence support increased treatment success (IRR(β6) = 1.07 [95% CI: 1.00, 1.15], p = 0.041) and reduced loss to follow-up (IRR(β6) = 0.17 [95% CI: 0.04, 0.69], p = 0.013) in the intervention districts. Loss to follow-up continued to decline throughout the post-implementation period (IRR(β7) = 0.90 [95% CI: 0.83, 0.98], p = 0.019). CONCLUSIONS Economic migrants, particularly those crossing provincial borders, have higher risk of poor treatment outcomes and should be prioritized for tailored adherence support. In light of accelerating urbanization in many regions of Asia, implementation trials are needed to inform evidence-based design of strategies for this vulnerable population.
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Affiliation(s)
- Luan Nguyen Quang Vo
- Friends for International TB Relief, 68B Nguyen Van Troi, 8, Phu Nhuan, Ho Chi Minh City, Viet Nam. .,Interactive Research and Development, Ho Chi Minh City, Viet Nam.
| | - Andrew James Codlin
- Friends for International TB Relief, 68B Nguyen Van Troi, 8, Phu Nhuan, Ho Chi Minh City, Viet Nam
| | - Rachel Jeanette Forse
- Friends for International TB Relief, 68B Nguyen Van Troi, 8, Phu Nhuan, Ho Chi Minh City, Viet Nam
| | | | - Thanh Nguyen Vu
- Ho Chi Minh City Public Health Association, Ho Chi Minh City, Viet Nam
| | | | - Giang Chau Do
- Pham Ngoc Thach Hospital, Ho Chi Minh City, Viet Nam
| | | | - Giang Truong Le
- Ho Chi Minh City Public Health Association, Ho Chi Minh City, Viet Nam
| | - Maxine Caws
- Liverpool School of Tropical Medicine, Department of Clinical Sciences, Liverpool, UK.,Birat Nepal Medical Trust, Lazimpat, Kathmandu, Nepal
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Dong S, Shen X, Xia Z, Li X, Pan Q, Zhao Q. Changes in the epidemic of pulmonary tuberculosis in Shanghai from 1992 to 2016. Trop Med Int Health 2018; 24:220-228. [PMID: 30506617 DOI: 10.1111/tmi.13187] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE To estimate whether WHO's End TB Strategy targets can be achieved by analysing the incidence trend of pulmonary tuberculosis in Shanghai during 1992-2016. METHOD The age-adjusted annual incidence of tuberculosis (TB) was calculated based on data from the national TB registration system. Linear regression was applied to analyse the trend of the epidemic, together with the statistical indicator of annual percent change (APC). RESULTS The overall age-standardised rate decreased from 34.8/100 000 in 1992 to 21.2/100 000 in 2016, or by 2.15% (t = -13.258, P < 0.05) annually. After rapidly declining between 1999 and 2003 (-5.4% p.a.), the epidemic remained at a stable level with a lower annual declining rate (-1.1% p.a). In 2035, the estimated incidence will be 17.2/100 000 based on the APC in 2004-2016. There were two peaks in average incidence of the total population, 30.9/100 000 in the 20-24 age group and 66.4/100 000 in the 70-74 age group. Overall, the ratio of new to retreated cases continually rose and eventually reached 8.36:1 in 2016. The constituent ratio of smear-positive cases ranged from 35.9% to 47.8% without rising or decreasing trend (P = 0.065). CONCLUSION The epidemic of TB in Shanghai has steadily declined during last two decades. A new strategy should be developed to rapidly reduce the incidence rate to achieve the WHO Goals in 2035.
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Affiliation(s)
- Sijia Dong
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, China.,Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China
| | - Xin Shen
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Zhen Xia
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Xiangqun Li
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Qichao Pan
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Qi Zhao
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, China.,Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China
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Richterman A, Steer-Massaro J, Jarolimova J, Luong Nguyen LB, Werdenberg J, Ivers LC. Cash interventions to improve clinical outcomes for pulmonary tuberculosis: systematic review and meta-analysis. Bull World Health Organ 2018; 96:471-483. [PMID: 29962550 PMCID: PMC6022611 DOI: 10.2471/blt.18.208959] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Revised: 04/26/2018] [Accepted: 04/30/2018] [Indexed: 11/27/2022] Open
Abstract
OBJECTIVE To assess cash transfer interventions for improving treatment outcomes of active pulmonary tuberculosis in low- and middle-income countries. METHODS We searched PubMed®, Embase®, Cochrane Library and ClinicalTrials.gov for studies published until 4 August 2017 that reported on cash transfer interventions during the treatment of active pulmonary tuberculosis in low- and middle-income countries. Our primary outcome was a positive clinical outcome, defined as treatment success, treatment completion or microbiologic cure. Using the purchasing power parity conversion factor, we converted the amount of cash received per patient within each study into international dollars (Int$). We calculated odds ratio (OR) for the primary outcome using a random effects meta-analysis. FINDINGS Eight studies met eligibility criteria for review inclusion. Seven studies assessed a tuberculosis-specific intervention, with average amount of cash ranging from Int$ 193-858. One study assessed a tuberculosis-sensitive intervention, with average amount of Int$ 101. Four studies included non-cash co-interventions. All studies showed better primary outcome for the intervention group than the control group. After excluding three studies with high risk of bias, patients receiving tuberculosis-specific cash transfer were more likely to have a positive clinical outcome than patients in the control groups (OR: 1.77; 95% confidence interval: 1.57-2.01). CONCLUSION The evidence available suggests that patients in low- and middle-income countries receiving cash during treatment for active pulmonary tuberculosis are more likely to have a positive clinical outcome. These findings support the incorporation of cash transfer interventions into social protection schemes within tuberculosis treatment programmes.
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Affiliation(s)
- Aaron Richterman
- Department of Medicine, Brigham and Women’s Hospital, 75 Francis Street, Boston, MA 02115, United States of America (USA)
| | - Jonathan Steer-Massaro
- Department of Obstetrics and Gynecology, Boston University School of Medicine, Boston, USA
| | - Jana Jarolimova
- Department of Medicine, Massachusetts General Hospital, Boston, USA
| | - Liem Binh Luong Nguyen
- Infection, Antimicrobials, Modelling and Evolution, Unité Mixte de Recherche 1137, INSERM, Paris, France
| | | | - Louise C Ivers
- Center for Global Health, Massachusetts General Hospital, Boston, USA
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Wei W, Jiang J, Gao L, Liang B, Huang J, Zang N, Ning C, Liao Y, Lai J, Yu J, Qin F, Chen H, Su J, Ye L, Liang H. A New Hybrid Model Using an Autoregressive Integrated Moving Average and a Generalized Regression Neural Network for the Incidence of Tuberculosis in Heng County, China. Am J Trop Med Hyg 2017; 97:799-805. [PMID: 28820678 PMCID: PMC5590565 DOI: 10.4269/ajtmh.16-0648] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2016] [Accepted: 06/05/2017] [Indexed: 01/09/2023] Open
Abstract
It is a daunting task to eradicate tuberculosis completely in Heng County due to a large transient population, human immunodeficiency virus/tuberculosis coinfection, and latent infection. Thus, a high-precision forecasting model can be used for the prevention and control of tuberculosis. In this study, four models including a basic autoregressive integrated moving average (ARIMA) model, a traditional ARIMA-generalized regression neural network (GRNN) model, a basic GRNN model, and a new ARIMA-GRNN hybrid model were used to fit and predict the incidence of tuberculosis. Parameters including mean absolute error (MAE), mean absolute percentage error (MAPE), and mean square error (MSE) were used to evaluate and compare the performance of these models for fitting historical and prospective data. The new ARIMA-GRNN model had superior fit relative to both the traditional ARIMA-GRNN model and basic ARIMA model when applied to historical data and when used as a predictive model for forecasting incidence during the subsequent 6 months. Our results suggest that the new ARIMA-GRNN model may be more suitable for forecasting the tuberculosis incidence in Heng County than traditional models.
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Affiliation(s)
- Wudi Wei
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention, Guangxi Medical University, 22 Shuangyong Road, Nanning, Guangxi, China
| | - Junjun Jiang
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention, Guangxi Medical University, 22 Shuangyong Road, Nanning, Guangxi, China
| | - Lian Gao
- Department of Infectious Diseases, Heng County Centers for Disease Control and Prevention, 16 Gongyuan Road, Heng County, China
| | - Bingyu Liang
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention, Guangxi Medical University, 22 Shuangyong Road, Nanning, Guangxi, China
| | - Jiegang Huang
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention, Guangxi Medical University, 22 Shuangyong Road, Nanning, Guangxi, China
| | - Ning Zang
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention, Guangxi Medical University, 22 Shuangyong Road, Nanning, Guangxi, China
- Life Sciences Institute, Guangxi Medical University, 22 Shuangyong Road, Nanning, China
| | - Chuanyi Ning
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention, Guangxi Medical University, 22 Shuangyong Road, Nanning, Guangxi, China
- Life Sciences Institute, Guangxi Medical University, 22 Shuangyong Road, Nanning, China
| | - Yanyan Liao
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention, Guangxi Medical University, 22 Shuangyong Road, Nanning, Guangxi, China
- Life Sciences Institute, Guangxi Medical University, 22 Shuangyong Road, Nanning, China
| | - Jingzhen Lai
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention, Guangxi Medical University, 22 Shuangyong Road, Nanning, Guangxi, China
| | - Jun Yu
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention, Guangxi Medical University, 22 Shuangyong Road, Nanning, Guangxi, China
| | - Fengxiang Qin
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention, Guangxi Medical University, 22 Shuangyong Road, Nanning, Guangxi, China
| | - Hui Chen
- Geriatrics Digestion Department of Internal Medicine, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, China
| | - Jinming Su
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention, Guangxi Medical University, 22 Shuangyong Road, Nanning, Guangxi, China
| | - Li Ye
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention, Guangxi Medical University, 22 Shuangyong Road, Nanning, Guangxi, China
| | - Hao Liang
- Guangxi Key Laboratory of AIDS Prevention and Treatment and Guangxi Universities Key Laboratory of Prevention, Guangxi Medical University, 22 Shuangyong Road, Nanning, Guangxi, China
- Life Sciences Institute, Guangxi Medical University, 22 Shuangyong Road, Nanning, China
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Khazaei S, Rezaeian S, Baigi V, Saatchi M, Molaeipoor L, Khazaei Z, Khazaei S, Raza O. Incidence and pattern of tuberculosis treatment success rates in different levels of the human development index: a global perspective. S Afr J Infect Dis 2017. [DOI: 10.1080/23120053.2017.1321243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Affiliation(s)
- Salman Khazaei
- Department of Epidemiology, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Shahab Rezaeian
- Research Center for Environmental Determinants of Health (RCEDH), Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Vali Baigi
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Saatchi
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Leila Molaeipoor
- Department of Epidemiology, Pasteur Institute of Iran, Tehran, Iran
| | - Zaher Khazaei
- Social Determinants of Health Research Center, Kurdistan University of Medical Sciences, Sanandaj, Iran
| | - Somayeh Khazaei
- Faculty of Paramedical Science, Department of Operating Room, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Owais Raza
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
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Sun YX, Zhu L, Lu ZH, Jia ZW. Notification Rate of Tuberculosis among Migrants in China 2005-2014: A Systematic Review and Meta-analysis. Chin Med J (Engl) 2017; 129:1856-60. [PMID: 27453237 PMCID: PMC4976576 DOI: 10.4103/0366-6999.186650] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Background: Migrations have been reported to be associated with the high risk of tuberculosis (TB), but there is no systematic analysis of the available data for TB among migrant in China. The aim of this study was to examine the notification rate of active and sputum smear-positive TB by a systematic review and meta-analysis. Methods: A systematic review and meta-analysis were performed to examine the notification rate of active and sputum smear-positive TB among migrants in China. Two reviewers searched the cross-sectional studies published in PubMed, EMBASE, SciFinder, and Web of Science in English and in CNKI and Wanfang databases in Chinese. Pooled estimates of notification rate of TB among migrants were calculated using a random effects model. Meta-regression analysis and subgroup analysis stratified by year, region were also performed. Results: Seventy eligible studies met the inclusion criteria for the final analysis. The overall notification rate of active TB and sputum smear-positive cases among migrants were 53.12 (95% confidence interval [CI]: 47.32–59.63) and 24.53 (95% CI: 22.01–27.34) per 100,000 populations, respectively. The notification rate of active TB significantly increased from 50.95 (95% CI: 41.11–63.14) per 100,000 populations in 2005 to 84.62 (95% CI: 78.00–91.80) per 100,000 populations in 2014 while that of smear-positive TB was constant during the study time (P = 0.79). The geographic difference was identified both for active and sputum smear-positive TB, with the higher notification rates mainly distributing along the eastern coastal areas. Conclusions: The pooled estimate of active TB and sputum smear-positive TB among migrants was lower than the national notification rate among general population, but the gap between our data and national notification rate among general population is narrowed down during 2005–2014.
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Affiliation(s)
- Yi-Xuan Sun
- Department of Drug Epidemiology, National Institute of Drug Dependence, Health Science Center, Peking University, Beijing 100191; Department of Epidemiology and Biostatistics, School of Public Health, Health Science Center, Peking University, Beijing 100191, China
| | - Lei Zhu
- Department of Drug Epidemiology, National Institute of Drug Dependence, Health Science Center, Peking University, Beijing 100191; Department of Epidemiology and Biostatistics, School of Public Health, Health Science Center, Peking University, Beijing 100191, China
| | - Zu-Hong Lu
- Department of Biomedical Engineering, College of Engineering, Peking University, Beijing 100871, China
| | - Zhong-Wei Jia
- Department of Drug Epidemiology, National Institute of Drug Dependence, Health Science Center, Peking University, Beijing 100191, China
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