Spatial-Temporal Analysis of Tuberculosis in Chongqing, China 2011-2018 Ya Yu1,2†,Bowu1†, Chengguo Wu1, Qingya Wang1, Daiyu Hu1* and Wei Chen3*

Total Page:16

File Type:pdf, Size:1020Kb

Spatial-Temporal Analysis of Tuberculosis in Chongqing, China 2011-2018 Ya Yu1,2†,Bowu1†, Chengguo Wu1, Qingya Wang1, Daiyu Hu1* and Wei Chen3* Yu et al. BMC Infectious Diseases (2020) 20:531 https://doi.org/10.1186/s12879-020-05249-3 RESEARCH ARTICLE Open Access Spatial-temporal analysis of tuberculosis in Chongqing, China 2011-2018 Ya Yu1,2†,BoWu1†, Chengguo Wu1, Qingya Wang1, Daiyu Hu1* and Wei Chen3* Abstract Background: China is a country with a high burden of pulmonary tuberculosis (PTB). Chongqing is in the southwest of China, where the notification rate of PTB ranks tenth in China. This study analyzed the temporal and spatial distribution characteristics of PTB in Chongqing in order to improve TB control measures. Methods: A spatial-temporal analysis has been performed based on the data of PTB from 2011 to 2018, which was extracted from the National Surveillance System. The effect of TB control was measured by variation trend of pathogenic positive PTB notification rate and total TB notification rate. Time series, spatial autonomic correlation and spatial-temporal scanning methods were used to identify the temporal trends and spatial patterns at county level. Results: A total of 188,528 cases were included in this study. A downward trend was observed in PTB between 2011 and 2018 in Chongqing. The peak of PTB notification occurred in late winter and early spring annually. By calculating * the value of Global Moran’s I and Local Getis’s Gi , we found that PTB was spatially clustered and some significant hot spots were detected in the southeast and northeast of Chongqing. One most likely cluster and three secondary clusters were identified by Kulldorff’s scan spatial-temporal Statistic. Conclusions: This study identified seasonal patterns and spatial-temporal clusters of PTB cases in Chongqing. Priorities should be given to southeast and northeast of Chongqing for better TB control. Keywords: Epidemiology, Spatial analysis, Tuberculosis Background China has reached the 2005 global tuberculosis control Tuberculosis (TB) is a chronic infectious disease caused targets [4]. It is the only country with a high TB burden by Mycobacterium tuberculosis (MTB). It is one of the that has made the achievements [5]. But TB remains a top 10 causes of death [1]. China contributed 9% of total major public health problem in China, especially in the cases in the world in 2017, ranking the second place relatively poor northern and western areas [6, 7]. after India [1]. In the 1990s, a TB control project, Chongqing is located in the southwest of China with including directly observed treatment and short-course 39 districts/counties, and 14 of them are national-level (DOTS) strategy, was implemented in 13 provinces of poor districts and counties [8]. In 2018, about 20,000 TB China [2]. Then the strategy had been expanded to the cases were reported in Chongqing with the overall noti- whole country by 2005 [3]. After more than 10 y efforts, fication rate of 73.4 cases per 100,000 population, which was higher than the average of the whole country [9]. A previous study of Chongqing pointed out that distribu- * Correspondence: [email protected]; [email protected] †Ya Yu and Bo Wu contributed equally to this work. tion of TB was uneven across the city [10], and a certain 1Chongqing Institute of Tuberculosis Control and Prevention, Chongqing, degree of seasonality was observed [11]. China In recent years, spatial-temporal analysis has been 3National Center for Tuberculosis Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China widely used to describe the distribution characteristics Full list of author information is available at the end of the article and transmission patterns of tuberculosis in China [7, © The Author(s). 2020 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. Yu et al. BMC Infectious Diseases (2020) 20:531 Page 2 of 12 12, 13] and other countries [14–18]. These studies dem- negative; and 3) PTB without pathogenic examination, onstrated that TB has a highly complex dynamics and is referring to those PTB patients who had slight symptom spatially heterogeneous at provincial, national, and inter- and could not cough up with sputum. national levels during certain periods of time [19]. Few Each enrolled case was geocoded by current address. studies have been conducted in Chongqing to explore Then them were matched to the county-level polygon the spatial epidemiology at the county level. In order to maps of the geographic information (Geographic data- improve TB control measures, we conducted Geograph- base from China CDC) at a 1:1,000,000 scale as the ical Information System (GIS) based spatial-temporal layer’s attribute table by the same identified number. scan statistic in Chongqing from 2011 to 2018. The longitude and latitude coordinates of the central point for each district and county were located though Methods the Google geocoding service and the toolbox of Geo- Study setting processing in ArcGIS v.10 (ESRI Inc., Redlands, CA, Chongqing is a mountainous city located in southwest USA). The coordinate information was used for spatial- China, with 27 districts and 12 counties. It covers an temporal analysis. This geocoding process has been area of 82,400 km2 [20], of which 76% are mountains, widely applied in previous studies [7, 19, 23, 24], and we 22% hills, 2% valleys and plains. The main stream of the used a similar approach. Yangtze River runs through the city from west to east, The annual population data of each administrative dis- with a flow of 665 km. In 2018, there are 31 million per- trict from 2011 to 2018 were obtained from the Chong- manent residents in Chongqing, of whom about 20 mil- qing Statistical Yearbook and the Basic Information lion were urban population, accounting for 65.5% of System for Disease Prevention and Control. total residents. The gross domestic product (GDP) per capita was RMB 65,933 Yuan in 2018 [21], which was Statistics analysis 1.9 times higher than that of 2011. Time series and descriptive analysis The epidemiological characteristics of TB cases were an- Data collection and management alyzed at provincial level. TB cases reported from 2011 The Chongqing TB surveillance data from January 2011 to 2018 were aggregated by age, gender, occupation and to December 2018 was extracted from the National date of onset for TB notification rate analysis. Compari- Surveillance System for Notifiable Infectious Disease, son between different demographic groups was carried which is established and operated by the Chinese Center out by Chi-square test or Fisher’s exact test. The trend for Disease Control and Prevention (CCDC). This surveil- of the notification rate was tested using Cochran- lance system covers all counties of 32 provinces, autono- Armitage test. All statistical analyses were performed mous regions and municipalities of China, and collects using SPSS 22.0 (SPSS Inc., Chicago, IL, USA). The dif- data of all TB cases reported by hospitals. We obtained ference was considered significant if P-value was less these TB data from Chongqing Institute of Tuberculosis than 0.05. Control and Prevention, and were permitted to use by The temporal patterns were examined by looking at CCDC. the onset month of all TB cases. The time series in- Each case contains demographic information as well as cluded 96 months from January 2011 to December 2018 medical information. Each case is identified by the and was examined using EXCEL2016. unique identity card (ID) number to avoid duplicate re- ports. In order to protect patients’ privacy, asterisk was Spatial autocorrelation analysis used to block the name and ID number of all cases when Spatial autocorrelation analysis is a spatial statistical the data were extracted. method that can reveal the regional structure of spatial The effect of TB control was measured by the vari- variables. It can verify whether an element attribute ation trend of pathogenic positive PTB notification rate value is associated with an attribute value at an adjacent and total TB notification rate. Pathogenic positive PTB space point. It mainly includes global autocorrelation includes smear positive (SS+) cases and smear negative analysis and local autocorrelation analysis. but culture positive (S-C+) cases. With the improvement Global Moran’s I values [25] calculated by ArcGIS v.10 of national infectious disease surveillance system, the ri- software (ESRI Inc., Redlands, CA, USA) was used to fampicin resistant tuberculosis (RR-TB) information has identify spatial autocorrelation and detect the spatial dis- been added to the system since July 1, 2017 [22], so tribution pattern of TB in Chongqing, China. The range pathogenic positive PTB in 2017 and 2018 also included of Moran I value is between − 1 and 1. A positive Moran RR-TB cases. The overall PTB included: 1) pathogenic I value indicates that a positive correlation exists, and positive PTB; 2) pathogenic negative PTB, referring to the larger the value, the more obvious the tendency to those PTB patients whose smear and culture were both cluster is, while a negative Moran I value indicates that a Yu et al.
Recommended publications
  • 2018 INTERIM REPORT * Bank of Chongqing Co., Ltd
    BANK OF CHONGQING CO., LTD.* 重慶銀行股份有限公司* (A joint stock company incorporated in the People's Republic of China with limited liability) (Stock Code: 1963) (Stock Code of Preference Shares: 4616) 2018 INTERIM REPORT * Bank of Chongqing Co., Ltd. is not an authorized institution within the meaning of the Banking Ordinance (Chapter 155 of Laws of Hong Kong), not subject to the supervision of the Hong Kong Monetary Authority, and not authorized to carry on banking and/or deposit-taking business in Hong Kong. CONTENTS 1. Corporate Information 2 2. Financial Highlights 3 3. Management Discussions and Analysis 6 3.1 Environment and Outlook 6 3.2 Financial Review 8 3.3 Business Overview 40 3.4 Employees and Human Resources 51 Management 3.5 Risk Management 52 3.6 Capital Management 58 4. Change in Share Capital and Shareholders 61 5. Directors, Supervisors and Senior Management 65 6. Significant Events 67 7. Report on Review of Interim Financial Information 69 8. Interim Condensed Consolidated Financial 70 Information and Notes Thereto 9. Unaudited Supplementary Financial Information 155 10. Organizational Chart 158 11. List of Branch Outlets 159 12. Definitions 167 Corporate Information Legal Name and Abbreviation in Chinese Date and Registration Authority of 重慶銀行股份有限公司 (Abbreviation: 重慶銀行) Initial Incorporation September 2, 1996 Name in English Administration for Industry and Bank of Chongqing Co., Ltd. Commerce of Chongqing, the PRC Legal Representative Unified Social Credit Code of Business License LIN Jun 91500000202869177Y Authorized Representatives Financial License Registration Number RAN Hailing B0206H250000001 WONG Wah Sing Auditors Secretary to the Board International: PENG Yanxi PricewaterhouseCoopers Address: 22/F, Prince’s Building, Central, Joint Company Secretaries Hong Kong WONG Wah Sing HO Wing Tsz Wendy Domestic: PricewaterhouseCoopers Zhong Tian LLP Registered Address and Postal Code Address: 11/F, PricewaterhouseCoopers Center, No.
    [Show full text]
  • Walk Wise Lookback Report 2011
    Walk Wise LOOKBACK REPORT AIP Foundation and Chevron: Transforming Lives of Students and Communities on the Roads in China 2011-2020 1 Table of Contents 2 The Issue: Road Safety Worldwide and in China 7 Investing in Community Safety 9 What We Achieved 11 Bringing road safety into the classroom Behavior change starts with education 15 and empowerment 17 Road modifications can change lives 19 Operating with Sustainability 23 What’s Next: The Future Safer Communities 1 THE ISSUE: ROAD SAFETY WORLDWIDE AND IN CHINA 2 Over 1.35 million people lose their lives on the world’s In this ongoing crisis, children are particularly vulnerable roads each year, causing immense physical, psychological, on the roads. Their smaller stature reduces visibility to and economic consequences for victims, their families, drivers, especially on roads in underdeveloped areas with and their broader communities.1 The global road crash poor lighting and inadequate pedestrian infrastructure. crisis alone generates economic losses of up to 3-6% of Moreover, due to their ongoing cognitive development, the GDP of low- and middle-income countries—impacting children are more prone to engaging in higher-risk road the development of regions that are in the greatest need behaviors, such as running into a street without checking of sustained growth. As the World Bank describes, “Road for vehicles. Even the act of crossing a street requires traffic injuries are a public health and social equity issue, children to understand how to identify safe crossing disproportionately affecting the vulnerable road users and locations and to make safe timing decisions in response the poor.”2 to traffic flow.4 As rapid urbanization and motorization outpace countries’ Promoting safer behaviors on the roads in order to protect efforts to promote road safety awareness and safer the most vulnerable road users relies on comprehensive infrastructure, road users suffer drastic consequences.
    [Show full text]
  • World Bank Document
    E289 Volume 3 PEOPLE'S REPUBLIC OF CHINA CHONGQING MUNICIPAL GOVERNMENT I HE WORLD BANK Public Disclosure Authorized Public Disclosure Authorized CHONGQING URBAN ENVIRONMENT PROJECT NEW COMPONENTS DESIGN REVIEW AND ADVISORY SERVICES Public Disclosure Authorized ENVIRONMENTAL ASSESSMENT VOLUME 1: WASTE WATER CONS L!DATEDEA AUGUST 2004 No. 23500321.R3.1 Public Disclosure Authorized TT IN COLLABORATION 0 INWITH ( SOGREAH I I i I I I I I I PEOPLE'S REPUBLIC OF CHINA CHONGQING MUNICIPAL MANAGEMENT OFFICE OF THE ROGREAH WORLD BANK'S CAPITAL 1 __ ____ __ __ ___-_ CCONS0 N5 U L I A\NN I S UTILIZATION CHONGQING URBAN ENVIRONMENT PROJECT NEW COMPONENTS CONSOLIDATED EA FOR WASTEWATER COMPONENTS IDENTIFICATION N°: 23500321.R3.1 DATE: AUGUST 2004 World Bank financed This document has been produced by SOGREAH Consultants as part of the Management Office Chongqing Urban Environment Project (CUEP 1) to the Chongqing Municipal of the World Bank's capital utilization. the Project Director This document has been prepared by the project team under the supervision of foilowing Quality Assurance Procedures of SOGREAH in compliance with IS09001. APPROVED BY DATE AUTHCP CHECKED Y (PROJECT INDEY PURPOSE OFMODIFICATION DIRECTOR) CISDI / GDM GDM B Second Issue 12/08/04 BYN Chongqing Project Management zli()cqdoc:P=v.cn 1 Office iiahui(cta.co.cn cmgpmo(dcta.cg.cn 2 The World Bank tzearlev(.worldbank.org 3 SOGREAH (SOGREAH France, alain.gueguen(.soqreah.fr, SOGREAH China) qmoysc!soQreah.com.cn CHONGQING MUNICIPALITY - THE WORLD BANK CHONGQING URBAN ENVIRONMENT PROJECT - NEW COMPONENTS CONSOLIDATED EA FOR WASTEWATER COMPONENTS CONTENTS INTRODUCTION ............. .. I 1.1.
    [Show full text]
  • Download Article
    Advances in Economics, Business and Management Research, volume 94 4th International Conference on Economy, Judicature, Administration and Humanitarian Projects (JAHP 2019) Study on the Cultivation of New Agricultural Business Entities in Chongqing Xin Wei Yi Li Yangtze Normal University Yangtze Normal University Chongqing, China Chongqing, China Abstract—Against the background of separation of three powers, the only way for the Rural Revitalization Strategy and II. THE BASIC INFORMATION OF CULTIVATING NEW the construction of modern agriculture is to cultivate new AGRICULTURAL BUSINESS ENTITY IN CHONGQING agricultural business entities. At present, the central and local governments have carried out the work of cultivating new A. Basice Information of the Entities of Agricultural agricultural management entities, and there are still many Business problems in the initial stage of cultivation. This paper chooses According to survey data on agricultural business entity Chongqing as the research object, through on-the-spot investigation, interviews and literature review, to understand and agricultural producer and operator from the third the current situation and existing problems of cultivating new national agricultural census of Chongqing, there were agricultural management subjects in Chongqing. The main 105,400 agricultural management units in the city in 2016. problems are financial funds, supporting policies, government At the end of 2016, the total number of farmers' cooperatives positioning, teaching staff, and cultivation model, and the registered in the industrial and commercial sectors was corresponding solutions are put forward. 29,500, of which 16,700 farmers' cooperatives major in agricultural production operations or services. There are Keywords—new agricultural business entities; cultivation; 5,826,200 agricultural management households, of which Chongqing; local government 2,850 are large-scale agricultural management households.
    [Show full text]
  • (Subproject of Wulong County)
    The Project of Forestry Development In Chongqing Supported By Special Loan From European Investment Bank (Subproject of Wulong County) Social Impact Assessment Report The Forestry Bureau of Wulong Southwest University May.2013 CONTENTS 1. Project Introduction...................................................................................................................................................... 1 1.1 Background .............................................................................................................................................................1 1.2 Project Contents and Scale .................................................................................................................................1 1.3 Project Goal ............................................................................................................................................................1 2. Procedures and Methods of the Assessment ........................................................................................................... 3 2.1 Assessment Steps....................................................................................................................................................3 2.2 Method of Social Impact Assessment ...............................................................................................................4 2.3 The Main Findings and Suggestions ................................................................................................................6 3. The Basic
    [Show full text]
  • Original Article Status Quo and Needs Analysis of Health Services Among Elderly Urban Residents in the Developing and Ageing Chongqing
    Int J Clin Exp Med 2019;12(10):12538-12544 www.ijcem.com /ISSN:1940-5901/IJCEM0096918 Original Article Status quo and needs analysis of health services among elderly urban residents in the developing and ageing Chongqing Rongrong Zhao*, Houxiu Zhou*, Jingci Zhu Department of Nursing, Army Medical University (Third Military Medical University), Chongqing 400038, China. *Co-first authors. Received May 13, 2019; Accepted August 6, 2019; Epub October 15, 2019; Published October 30, 2019 Abstract: Objective: Based on the scientific analysis and research of home and home care systems in China and abroad, this paper discussed the needs, impact factors, home care problems, development methods, solutions of urban elderly community systems and urban community elderly care in Chongqing. This may provide some policy advice for effective/economic/equal service delivery to promote the development of China's long-term elderly care. Methods: With multistage stratified cluster random sampling, we classified all the districts in Chongqing according to the economic level and then 2 or 3 districts in each level were selected to conduct an on-site survey in order to understand the utilization situation and demands on home-based care service. According to the principle of free will, a total of 1635 elderly citizens aged above 65 fulfilled the self-designated questionnaire, including general information, health condition and demand of elder care service. The statistical methods included descriptive statis- tics analysis, chi-square test, univariate and logistic regression analysis by SPSS 21.0. Results: A total of 1553 valid questionnaires were collected with an effective recovery of 94.98%.
    [Show full text]
  • 2020 Annual Report UN in China
    UNITED NATIONS IN CHINA ANNUAL REPORT 2020 FOREWORD TABLE OF CONTENTS 1. Background 01 2. UN Presence in China 03 3. Response to COVID-19 04 3.1 Pillar 1 – Health First: Protecting Health Services and Systems during the Crisis 05 3.2 Pillar 2 – Protecting People: Social Protection and Basic Services 08 3.3 Pillar 3 – Economic Response and Recovery: Protecting Jobs, Small and Medium-sized Enterprises, and Vulnerable Workers in the Informal Economy 10 3.4 Pillar 4 – Macroeconomic Response and Multilateral Collaboration 12 UN Resident Coordinator in China Siddharth Chatterjee presenting credentials to Chinese President Xi Jinping 3.5 Pillar 5 – Social Cohesion and Community Resilience 13 I am pleased to present the 2020 Annual Report of the United Nations The 75th anniversary of the UN occurred during a time of unprecedented (UN) in China. This report highlights the UN system’s collective contribu- global health crisis, which has undermined the hard-won progress and tions to poverty reduction, equitable development, improved environ- achievements on the 2030 Agenda for Sustainable Development and 4. Progress in Impl ementing the UNDAF 14 mental measures, and enhanced global engagement efforts during the Sustainable Development Goals (SDGs). The SDGs are not just a lofty 4.1 UNDAF Priority Area 1: Poverty Reduction and Equitable Development 15 last implementation year of the UN Development Assistance Framework ambition. Their fulfilment is essential to the recovery, flourishing—and, 2016-2020 for China. Despite stresses placed by the COVID-19 pandemic ultimately, the survival—of all humanity. As I start my new role as the UN 4.1.1 Rural Development 15 and its severe economic and social impacts in 2020, China has carried on Resident Coordinator in China in 2021, there are less than ten years left for 4.1.2 Employment 20 to enact significant achievements.
    [Show full text]
  • China Plastic Waste Reduction Project (P174267) Public Disclosure Authorized Chongqing Integrated Urban-Rural Plastic Waste Comprehensive Management Project
    China Plastic Waste Reduction Project (P174267) Public Disclosure Authorized Chongqing Integrated Urban-Rural Plastic Waste Comprehensive Management Project Public Disclosure Authorized Preliminary Environmental and Social Management Framework (ESMF) Public Disclosure Authorized Chongqing Project Management Office Public Disclosure Authorized January 2021 Preliminary Environmental and Social Management Framework of Chongqing Integrated Urban-Rural Plastic Waste Management Project List of content 1 Project Description................................................................................................................................................. 1 1.1 Project background .................................................................................................................................. 1 1.2 Project description ................................................................................................................................... 6 Main content .................................................................................................................................. 6 Project scope ............................................................................................................................... 11 1.3 Arrangement of the project implementation ............................................................................. 11 1.4 The goals and scope of ESMF ............................................................................................................ 13 2 Environment
    [Show full text]
  • P020200328433470342932.Pdf
    In accordance with the relevant provisions of the CONTENTS Environment Protection Law of the People’s Republic of China, the Chongqing Ecology and Environment Statement 2018 Overview …………………………………………………………………………………………… 2 is hereby released. Water Environment ………………………………………………………………………………… 3 Atmospheric Environment ………………………………………………………………………… 5 Acoustic Environment ……………………………………………………………………………… 8 Solid and Hazardous Wastes ………………………………………………………………………… 9 Director General of Chongqing Ecology Radiation Environment …………………………………………………………………………… 11 and Environment Bureau Landscape Greening ………………………………………………………………………………… 12 May 28, 2019 Forests and Grasslands ……………………………………………………………………………… 12 Cultivated Land and Agricultural Ecology ………………………………………………………… 13 Nature Reserve and Biological Diversity …………………………………………………………… 15 Climate and Natural Disaster ……………………………………………………………………… 16 Eco-Priority & Green Development ………………………………………………………………… 18 Tough Fight for Pollution Prevention and Control ………………………………………………… 18 Ecological environmental protection supervision …………………………………………………… 19 Ecological Environmental Legal Construction ……………………………………………………… 20 Institutional Capacity Building of Ecological Environmental Protection …………………………… 20 Reform of Investment and Financing in Ecological Environmental Protection ……………………… 21 Ecological Environmental Protection Investment …………………………………………………… 21 Technology and Standards of Ecological Environmental Protection ………………………………… 22 Heavy Metal Pollution Control ……………………………………………………………………… 22 Environmental
    [Show full text]
  • The Spatial-Temporal Analysis of the Tuberculosis in Chongqing, China, 2011-2018
    The Spatial-temporal Analysis of the Tuberculosis in Chongqing, China, 2011-2018 Ya Yu Chongqing Institute of Tuberculosis Control and Prevention Bo Wu Chongqing Institute of Tuberculosis Control and Prevention Chengguo Wu Chongqing Institute of Tuberculosis Control and Prevention Qingya Wang Chongqing Institute of Tuberculosis Control and Prevention Daiyu Hu Chongqing Institute of Tuberculosis Control and Prevention Wei Chen ( [email protected] ) Chinese Center for Disease Control and Prevention https://orcid.org/0000-0001-5649-081X Research article Keywords: Pulmonary tuberculosis, Spatial Autocorrelation, Spatial-temporal clustering, Chongqing, China Posted Date: March 24th, 2020 DOI: https://doi.org/10.21203/rs.3.rs-18695/v1 License: This work is licensed under a Creative Commons Attribution 4.0 International License. Read Full License Version of Record: A version of this preprint was published on July 22nd, 2020. See the published version at https://doi.org/10.1186/s12879-020-05249-3. Page 1/20 Abstract Background : China is a country with a high burden of pulmonary tuberculosis (PTB), and the number of patient ranks second place in the world. Chongqing is the only municipality in the southwest of China directly under the Central Government, where the notication rate of PTB ranks top ten in China. This study analyzed the temporal and spatial distribution characteristics of PTB in Chongqing in order to take more powerful control measures. Methods : A spatial-temporal analysis has been performed based on the data of PTB from 2011 to 2018, which was extracted from the National Surveillance System. Time series, spatial autonomic correlation and spatial- temporal scanning methods were used to identify the temporal trends and spatial patterns at county level.
    [Show full text]
  • A Case Study of Two Ethnic Villages in Southwest China
    Journal of Rural and Community Development Journal of Rural and Community Development The Tourism Life Cycle Model Of Rural Development: A Case Study of Two Ethnic Villages In Southwest China Authors: Li Pu & John Golden Citation: Pu, L., & Golden, J. (2021). The tourism life cycle model of rural development: A case study of two ethnic villages in Southwest China. The Journal of Rural and Community Development, 16(2), 1–22. Publisher: Rural Development Institute, Brandon University. Editor: Dr. Doug Ramsey Open Access Policy: This journal provides open access to all of its content on the principle that making research freely available to the public supports a greater global exchange of knowledge. Such access is associated with increased readership and increased citation of an author's work. ISSN: 1712-8277 © Journal of Rural and Community Development www.jrcd.ca Journal of Rural and Community Development The Tourism Life Cycle Model Of Rural Development: A Case Study of Two Ethnic Villages in Southwest China Li Pu Slippery Rock University Slippery Rock, PA, United States [email protected] John Golden Slippery Rock University Slippery Rock, PA, United States [email protected] Abstract Rural poverty is still a persistent and severe problem in the Global South. As the largest developing country in the world, China is committed to ending rural poverty by 2020. As a country strives to become the world’s new superpower, it faces a harsh reality of widening urban-rural disparities in education, living standards, health care, and community services. Therefore, China presents an intriguing case of how to achieve sustainable rural development while empowering the local community to promote social justice and maintain cultural identity.
    [Show full text]
  • Spatial-Temporal Analysis of Tuberculosis in Chongqing, China 2011-2018
    Spatial-temporal analysis of Tuberculosis in Chongqing, China 2011-2018 Ya Yu Chongqing Institute of Tuberculosis Control and Prevention Bo Wu Chongqing Institute of Tuberculosis Control and Prevention Chengguo Wu Chongqing Institute of Tuberculosis Control and Prevention Qingya Wang Chongqing Institute of Tuberculosis Control and Prevention Daiyu Hu Chongqing Institute of Tuberculosis Control and Prevention Wei Chen ( [email protected] ) Chinese Center for Disease Control and Prevention https://orcid.org/0000-0001-5649-081X Research article Keywords: Epidemiology, Spatial Analysis, Tuberculosis Posted Date: July 14th, 2020 DOI: https://doi.org/10.21203/rs.3.rs-18695/v3 License: This work is licensed under a Creative Commons Attribution 4.0 International License. Read Full License Version of Record: A version of this preprint was published on July 22nd, 2020. See the published version at https://doi.org/10.1186/s12879-020-05249-3. Page 1/21 Abstract Background: China is a country with a high burden of pulmonary tuberculosis (PTB). Chongqing is in the southwest of China, where the notication rate of PTB ranks tenth in China. This study analyzed the temporal and spatial distribution characteristics of PTB in Chongqing in order to improve TB control measures. Methods: A spatial-temporal analysis has been performed based on the data of PTB from 2011 to 2018, which was extracted from the National Surveillance System. The effect of TB control was measured by variation trend of pathogenic positive PTB notication rate and total TB notication rate. Time series, spatial autonomic correlation and spatial-temporal scanning methods were used to identify the temporal trends and spatial patterns at county level.
    [Show full text]