Abstract
Background
With the changes in environmental, medical technique, population structure and national health projects, human mortality rates have undergone great changes all over the world. According to “World Health Statistics 2016: Monitoring Health for the SDGs (Sustainable Development Goals)”, we can draw a globally vision about life expectancy and cause of death; also, significant inequality still persists within and among countries. This study was designed to research into the trend of mortality pattern in China, evaluate the disparities of age-specific and disease-specific mortality rates between male and female, and provides a scientific basis for further prevention strategies and policies design.
Methods
Data from the Chinese Disease Surveillance Points system were used to calculate crude and age-adjusted death rates, annual percent changes (APC) for men and women during 2004 to 2016. Age-standardized mortality rates (ASMR) were performed through the direct method with the World Health Organization’s World Standard Population. APC, according to log linear model, was adopted to describe the mortality rate trend. The χ2 test was used to compare differences between age-specific and cause-specific mortality rates of men and women. Data analysis and figures were completed by R software.
Results
The mortality rates of men and women have decreased significantly (P < 0.05) during 2004–2016, and the APC were1.98 and 2.45%, respectively. In 2016, the crude mortality rate (CMR) and ASMR in all causes of death were 658.50 and 490.28 per 100,000 per year, respectively. The 5 leading causes of death were malignant neoplasm, cerebrovascular disease, heart disease, COPD, and accidental injury. The mortality rates of men were higher than that of women in all age groups.
Conclusions
There are severe health gaps and disparities between male and female, and the chronic non-communicable diseases continue to be a serious health threat to Chinese residents.
Electronic supplementary material
The online version of this article (10.1186/s12889-019-7163-9) contains supplementary material, which is available to authorized users.
Keywords: Morbidity and mortality trends, Cause of death, Health disparities, Non-communicable diseases, Burden of disease
Background
The analysis on life expectancy and causes of death is the primary project to reflect the health level of residents, which is helpful to evaluate the effectiveness of disease prevention and control, and to determine the next step in public health work. With the rapid growth of economy since 1979, mortality rates of infants and infectious diseases have declined sharply and the health status of Chinese people has been improved dramatically. The Human Development Index (HDI) is an important metric, representing the basic components of human well-being, which integrates health, education and income. According to the United Nations Development Programme (UNDP) report, in 2015, life expectancy in China reached 76.00 years and HDI reached 0.74 [1]. However, as the changes of environment, medical technique, population structure and national health policies, the disease-specific mortality rates have undergone great changes in China. In 2016, World Health Organization (WHO) researched on global cause-of-death patterns, and stated that non-communicable diseases (NCDs) kill 40 million people each year, equivalent to 70% of all deaths globally [2]. Moreover, significant differences persist among countries, nearly 80% of NCDs deaths occurred in low- and middle-income countries. As one of the most populated countries in the world, trends in Chinese residents’ mortality may serve as early markers to support worldwide progress in public health initiatives to improve life expectancy and quality of life.
In this study, we illustrate the mortality pattern changes and calculated the annual percentage changes (APC) in China during 2004–2016. In addition, we revealed and compared age-specific and disease-specific mortality rates of men and women in 2016. According to these findings, we could provide a scientific basis for the government to formulate policies and improve the health status of residents.
Methods
Data source
This analysis based on data of mortality from China Death Surveillance Database (2004–2016), which is compiled by National Health and Family Planning Commission of the People’s Republic of China, and is one of the most commonly used, highest-quality sources of detailed mortality. The database was collected by Death Surveillance Points system (DSPs), which was established with 2 surveillance points in 1978, increased to 145 points (placed in 31 provinces except for Hong Kong, Macao and Taiwan) and covered about 10 million population in1990. Subsequently, DSPs was expanded again in 2003 (included 161 points and covered about 77 million population). In 2013, DSPs covered about 24.30% population of China in 605 surveillance points. To ensure the representativeness, all the surveillance points were selected by utilizing an iterative method involving multistage stratification that considered the sociodemographic characteristics of the population [3]. The representativeness and quality of data collection in DSP has been validated in previous studies [4, 5]. Causes of death were categorized by Global Burden of Disease (GBD) and coded by International Classification of Diseases (ICD-10), which had a strict quality control over registration to ensure the authenticity and reliability of data. An additional file shows this in detail [see Additional file 1: Table S1].
Statistical analysis
Age-standardized mortality rates (ASMR) for men and women during 2004–2016 were calculated according to the age distribution of the World Health Organization’s World Standard Population (2000–2025) [6]. We used log-linear model to check statistically significant trends in crude and age-standardized mortality rates, APC and measure the linear trend over the study period [7]. The chi-square statistical test was used to compare male and female death percentage in each specific age group (total 4 age groups) in 2016. The level of statistical significance was set at P < 0.05. All data analysis and figures were processed by R software, version 3.4.1 (R Foundation, Vienna, Austria).
Results
Mortality trends of Chinese men and women during 2004–2016
As shown in Table 1, annual crude mortality rates (CMR) and age-standardized mortality rates (ASMR) were higher in men than women between 2004 and 2016.The ASMR decreased significantly by 1.98% of APC for man and 2.45% for women over those 13 years. The comparisons of proportional trends of mortality pattern were illustrated in Fig. 1. The proportion of deaths of chronic non-communicable diseases in men and women had increased by 5.58 and 5.11% from 2004 to 2016. For infectious diseases, the proportion had declined by 1.63 and 2.31% in men and women, respectively. The proportion of deaths attributed to chronic non-communicable diseases were 86.81 and 89.13% in men and women in 2016, and the proportion due to infectious diseases were 3.55 and 3.47%.
Table 1.
Years | CMR (per 100,000 per year) | ASMR (per 100,000 per year) | ||
---|---|---|---|---|
Men | Women | Men | Women | |
2004 | 687.88 | 519.29 | 801.19 | 529.36 |
2005 | 689.21 | 531.18 | 804.07 | 537.73 |
2006 | 601.90 | 446.29 | 690.89 | 441.25 |
2007 | 646.18 | 472.23 | 723.12 | 455.53 |
2008 | 665.09 | 479.82 | 717.58 | 454.44 |
2009 | 675.13 | 487.47 | 787.00 | 497.32 |
2010 | 667.73 | 479.25 | 802.41 | 504.19 |
2011 | 672.16 | 475.53 | 764.29 | 453.05 |
2012 | 601.12 | 465.33 | 654.48 | 398.68 |
2013 | 742.23 | 542.37 | 653.74 | 407.62 |
2014 | 746.29 | 545.68 | 640.02 | 398.01 |
2015 | 744.47 | 551.77 | 638.25 | 404.61 |
2016 | 750.68 | 562.92 | 607.47 | 379.96 |
APC(95%CI)(%) | 1.09 (0.14,2.05) | 1.00 (−0.01,2.02) | −1.98 (−2.93,-1.02) | −2.45 (−3.39,-1.50) |
P-value | 0.046 | 0.079 | 0.002 | < 0.001 |
CMR Crude mortality rate, ASMR Age standardized mortality rate, APC Annual percentage change (%). CI Confidence interval
Death status of Chinese residents in 2016
There were 1,743,541 deaths monitored by DSP system in China in 2016, and the crude mortality rate was 658.50 per 100,000 per year. The ASMR of total population were 490.28, 607.47 and 379.96 per 100,000 per year in men and women, respectively. Most of deaths occurred in men, accounting for 58.03% of the total deaths.
Disease-specific mortality rates based on different genders were shown in Table 2. The top five causes of deaths were malignant neoplasm, cerebrovascular disease (CVD), heart disease, Chronic Obstructive Pulmonary Disease (COPD) and accidental injury, accounting for 81.24 and 78.50% of deaths in men and women from all factors. The mortality rates of malignant neoplasm, CVD, COPD, accidental injury among men were higher than those of women.
Table 2.
Disease | Deaths | % of total | ASMR (per 100,000 per year) | χ 2 | P-value | |||
---|---|---|---|---|---|---|---|---|
Men | Women | Men | Women | Men | Women | |||
malignant neoplasm | 1,011,826 | 147,095 | 26.67 | 20.10 | 153.71 | 78.78 | 24.17 | < 0.001 |
CVD | 269,806 | 171,884 | 21.65 | 23.49 | 128.89 | 85.78 | 8.61 | 0.003 |
heart disease | 219,011 | 153,991 | 16.61 | 21.05 | 101.42 | 76.55 | 3.24 | 0.072 |
COPD | 168,110 | 67,658 | 8.99 | 9.25 | 55.30 | 33.12 | 5.50 | 0.019 |
accidental injury | 90,974 | 33,732 | 7.32 | 4.61 | 48.09 | 20.29 | 11.53 | 0.001 |
hypertension | 74,055 | 29,026 | 2.04 | 3.97 | 12.49 | 14.29 | 0.15 | 0.695 |
diabetes mellitus | 20,597 | 20,900 | 1.80 | 2.86 | 10.57 | 10.70 | 0.00 | 1.000 |
LRTI | 18,188 | 13,853 | 1.60 | 1.89 | 10.79 | 7.31 | 0.89 | 0.346 |
intentional injury | 16,206 | 8207 | 1.17 | 1.12 | 7.29 | 4.84 | 0.33 | 0.564 |
cirrhosis | 11,802 | 2959 | 0.99 | 0.40 | 5.70 | 1.56 | 1.13 | 0.289 |
CMR = crude mortality rate. ASMR = age-standardized mortality rate. CVD = Cerebrovascular Disease. COPD = chronic obstructive pulmonary disease. LRTI = Lower Respiratory Tract Infections
Male mortality rates were higher in all age groups than those in females (Table 3). The ASMR for the 10 leading causes of death among men and women were shown in Fig. 2. Age group 0–14 was the lowest mortality age group, and the main causes of death were accidental injury, conditions of the perinatal period and congenital anomalies. The top cause of death in men aged 15–44 years was accidental injury, and the mortality was 4.19 times than women in the same age group. Mortality rate of male aged 45–64 years with all causes of deaths was 2.16 times than female, especially cirrhosis (5.69 times). Malignant neoplasm, CVD, heart disease, accidental injury and COPD were the top five causes of death for men and women aged 45 years and above, and these mortality rates were higher in men. Mortality rates of hypertension, diabetes mellitus and Alzheimer’s disease of women aged 65 years and above were higher than men.
Table 3.
Age group | Deaths | % of total | CMR (per 100,000 per year) | χ 2 | P-value | |||
---|---|---|---|---|---|---|---|---|
Men | Women | Men | Women | Men | Women | |||
0–14 | 13,689 | 8423 | 1.35 | 1.15 | 59.47 | 42.57 | 588.76 | < 0.001 |
15–44 | 63,034 | 24,691 | 6.23 | 3.37 | 106.08 | 43.04 | 15,450.10 | < 0.001 |
45–64 | 261,139 | 118,014 | 25.81 | 16.13 | 687.87 | 318.29 | 50,966.59 | < 0.001 |
≥ 65 | 673,964 | 580,587 | 66.61 | 79.35 | 4685.45 | 3684.22 | 18,899.28 | < 0.001 |
CMR = crude mortality rate
Discussion
Few studies have reported age-specific and cause-specific mortality in China. This study focused on mortality patterns change and death disparities among Chinese men and women. With improvements of disease control and residents’ health condition, the decline of mortality rates of Chinese population is obvious. Chronic non-communicable diseases were the most serious threat to the health of Chinese population in 2004–2016. The age-specific death pattern and mortality rate of men and women vary.
Historically, the main causes of death and disability in developing countries were infectious diseases and infant mortality [8]. In view of this situation, China has published laws to control infectious diseases and great achievements have been made [9]. Besides, to prevent the death of infants and young children, we should strengthen the perinatal health care and the screening of congenital anomalies. The results also indicated that prevention of deaths of malignant neoplasms and cardio-cerebrovascular diseases in 45 years and above have become the public health priorities in China.
According to Cancer Statistics in China in 2016, lung cancer, stomach cancer, liver cancer, esophageal cancer, and rectal cancer accounted the top five neoplasms for men, while lung cancer, stomach cancer, liver cancer, breast cancer, and esophageal cancer for women [10]. A great number of studies showed that air pollution and smoking are the main causes of lung cancer as well as chronic obstructive pulmonary disease. There were 316 million smokers in China, and the smoking rate reached a whopping 52.10% for men and 2.70% for women reported by Chinese center for disease control and prevention [11]. Lung cancer mortality rate was respectively 61.25 and 27.69 per 100,000 per year people for men and women. The following reasons explained this situation. Firstly, most Chinese women cook daily for their families, and specific cooking habits lead to indoor air pollution (using poorly ventilated coal stoves and kitchen fumes). Secondly, women’s exposure to passive smoking was extremely severe. Previous study showed that the number of non-smokers exposed to second-hand smoke was approximate 2.50 times of smokers [12]. The premature mortality rates in United States have a great decline, especially cancer death rate dropped 25% from 1991 to 2014 by tobacco control, disease screening and developing new therapies [13]. To reduce the mortality of malignant neoplasms effectively, China should also establish a systematic environmental protection system and implement large-scale tobacco control urgently. Fortunately, the government has devoted to following the Paris Agreement on climate change and the 2030 Agenda for Sustainable Development to provide a sustainable living environment [14].
The mortality rates of cerebrovascular diseases and cardiovascular diseases (mainly including heart diseases and hypertension) were on the rise especially in the twenty-first century [15]. In 2016, the mortality of cerebrovascular diseases was higher than that of malignant neoplasms in both men and women aged 65 years and above. As the study of Jiang He, hypertension was the leading preventable risk factor for death among Chinese adults [16]. However, the control rate of cardio-cerebrovascular diseases was low in Chinese population. Numerous studies indicated that dietary and life style were important factors to cardiovascular health [17, 18]. The INTERHEART China study showed that sodium rich foods as dietary patterns were positively associated with cardiovascular diseases [19]. The Chinese Longitudinal Healthy Longevity Survey (CLHLS) showed that frequency intake of fruit and vegetables were inversely associated with all-cause mortality and physical activity was beneficial for the prevention of premature death [20]. We suggest people increase the intake of vegetables, fruits and legume, reduce the intake of other foods and drinks, such as sugar sweetened beverages, red and processed meats, saturated and trans fat, refined cereals, sugar-rich desserts, and sodium rich foods.
Diabetes mellitus had become the 7th leading cause of death both in Chinese men and women in 2016, which was earlier than the prediction in WHO projects that diabetes would be the 7th leading cause of death in 2030 [21]. In addition, WHO estimated 1.6 million deaths were directly caused by diabetes in the world, and most patients lived in developing countries [22]. Thus, it is urgent for Chinese population to avoid or delay diabetes by healthy diet, physical activity, medication, regular screening and treatment for complications. Risk scores based on risk factors without invasive tests have been demonstrated as an effective and low cost tool for identifying the high-risk individuals of diabetes mellitus. A risk score model of diabetes mellitus had been developed according to the data of a nationwide study in China [23]. Risk score based on demographic, anthropometric, and clinical information without a laboratory test was a useful and cheap tool for a stepwise screening strategy for undiagnosed type 2 diabetes. This approach was cost effective in China.
Alzheimer’s disease was the 10th and 9th leading cause of death among men and women of 65 years old and above respectively. Moreover, with the aging population increasing, Alzheimer’s disease has become a serious family and social problem. It is necessary to strengthen the health management and improve the life quality of Alzheimer’s patients [24]. However, the etiology of Alzheimer’s disease is largely unclear, and there is no effective therapy for prevention or treatment. The search for common and rare genetic variants that contribute to Alzheimer’s disease risk has provided significant insights into the molecular pathways involved in Alzheimer’s disease pathogenesis and hinted at potential novel therapeutic targets. More than 30 loci have been implicated in Alzheimer’s disease by genome-wide association studies (GWAS) and whole genome/exome sequencing [25, 26].
Because injury was not given priority as a health problem in the early years, the corresponding control and prevention were not soundly developed [27]. In 2003, China launched a nationwide injury monitoring pilot program and optimized its management model in practice, working with US National Center for Injury Prevention and Control to reduce the damage caused to the masses [28]. The proportion of injury death has been gradually reduced since 2004. Accidental and intentional injuries were the major causes of death for young and middle-aged Chinese residents, with a much higher rate for men than women. Road injury and falls were the main contributors to accidental injury. Criminal law on drink driving has made some progress in China [28]. The increase in the number of automobiles and in traffic congestion has created a need for additional effective policies. Safety belts and helmets are the most practical way to reduce the risk of death in road injury. Exercise programs, rehabilitation, medication management, and treatment of vitamin D deficiency are the most efficient single interventions to prevent falls death [29]. Intentional injury violence was a complex phenomenon influenced by psychological and social perspective [30]. Self-harm and interpersonal violence were the major contributors to intentional injury. The first recommendation is to strengthen the policies addressing the social determinants of violence, such as education, poverty and economic inequality. The second recommendation is to ensure that existing laws for violence prevention are fully enforced. The third recommendation is to widely implement comprehensive services for victims of violence, for instance, to lessen psychological trauma.
The China Death Surveillance system provides data for people’s health, which is an important information source for the design of prevention strategies and policies. However, China still needs to learn from other countries to improve the survey methods and enrich the research content [31, 32]. For instance, we could expand the death surveillance points by setting up personal health record. Additionally, with the development of globalization, each nation should cooperate to fight against communicable diseases and non-communicable diseases. The prevention measures should be formulated to reduce disease burden and boost health development.
Conclusions
In summary, there are severe health gaps and disparities between men and women, and the chronic non-communicable diseases continue to be a serious threat to the health of Chinese population. Disease prevention and control of China are facing dual challenges from non-communicable diseases and communicable diseases. To reduce diseases burden, strategies such as keeping healthy life style, environment protection, and diseases prevention and control should be adopted of no delay.
Additional file
Acknowledgements
We thank all the research staff from China Center for Disease Control and Prevention for their collection of data. We also thank all the study participants for their participation and contribution.
Abbreviations
- APC
Annual Percent Changes
- ASMR
Age-standardized Mortality Rates
- CMR
Crude Mortality Rates
- COPD
Chronic Obstructive Pulmonary Disease
- CVD
Cerebrovascular Disease
- DSPs
Disease Surveillance Points system
- GBD
Global Burden of Disease
- ICD
International Classification of Diseases
- LRTI
Lower Respiratory Tract Infections
- NCDs
Non-communicable diseases
- SDGs
Sustainable Development Goals
- UNDP
United Nations Development Programme
- WHO
World Health Organization
Author contributions
CQS and LLC originated and designed the study. JCZ coordinated the writing of the article and contributed to the drafting of the paper. JCZ, KHW and CX contributed to the analysis of the data. NS, FX and QXT contributed to the interpretation of the results. All the authors take responsibility for the integrity of the data and the accuracy of the data. All the authors read and approved the final manuscript.
Funding
Funding for this research was provided by the National Social Science Foundation of China (15BSH043) and Key Research and Development and Promotion Projects in Henan Province (192102310191). The content of this manuscript is solely the responsibility of the authors and does not necessarily represent the official views of the National Social Science Foundation of China and Key Research and Development and Promotion Projects in Henan Province.
Availability of data and materials
The datasets analyzed during the current study are available in the National Data of China repository (http://data.stats.gov.cn/).
Ethics approval and consent to participate
The data used in this study is openly available, and there was not any specific human subject involved. So it is not applicable for ethics approval and consent to participate.
Consent for publication
Not applicable.
Competing interests
We have no conflicts of interest to declare.
Footnotes
Publisher’s Note
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References
- 1.UNDP: Human Development Reports http://hdr.undp.org (2016). Accessed 29 Sept 2017.
- 2.Forouzanfar Mohammad H, Afshin Ashkan, Alexander Lily T, Anderson H Ross, Bhutta Zulfiqar A, Biryukov Stan, Brauer Michael, Burnett Richard, Cercy Kelly, Charlson Fiona J, Cohen Aaron J, Dandona Lalit, Estep Kara, Ferrari Alize J, Frostad Joseph J, Fullman Nancy, Gething Peter W, Godwin William W, Griswold Max, Hay Simon I, Kinfu Yohannes, Kyu Hmwe H, Larson Heidi J, Liang Xiaofeng, Lim Stephen S, Liu Patrick Y, Lopez Alan D, Lozano Rafael, Marczak Laurie, Mensah George A, Mokdad Ali H, Moradi-Lakeh Maziar, Naghavi Mohsen, Neal Bruce, Reitsma Marissa B, Roth Gregory A, Salomon Joshua A, Sur Patrick J, Vos Theo, Wagner Joseph A, Wang Haidong, Zhao Yi, Zhou Maigeng, Aasvang Gunn Marit, Abajobir Amanuel Alemu, Abate Kalkidan Hassen, Abbafati Cristiana, Abbas Kaja M, Abd-Allah Foad, Abdulle Abdishakur M, Abera Semaw Ferede, Abraham Biju, Abu-Raddad Laith J, Abyu Gebre Yitayih, Adebiyi Akindele Olupelumi, Adedeji Isaac Akinkunmi, Ademi Zanfina, Adou Arsène Kouablan, Adsuar José C, Agardh Emilie Elisabet, Agarwal Arnav, Agrawal Anurag, Kiadaliri Aliasghar Ahmad, Ajala Oluremi N, Akinyemiju Tomi F, Al-Aly Ziyad, Alam Khurshid, Alam Noore K M, Aldhahri Saleh Fahed, Aldridge Robert William, Alemu Zewdie Aderaw, Ali Raghib, Alkerwi Ala'a, Alla François, Allebeck Peter, Alsharif Ubai, Altirkawi Khalid A, Martin Elena Alvarez, Alvis-Guzman Nelson, Amare Azmeraw T, Amberbir Alemayehu, Amegah Adeladza Kofi, Amini Heresh, Ammar Walid, Amrock Stephen Marc, Andersen Hjalte H, Anderson Benjamin O, Antonio Carl Abelardo T, Anwari Palwasha, Ärnlöv Johan, Artaman Al, Asayesh Hamid, Asghar Rana Jawad, Assadi Reza, Atique Suleman, Avokpaho Euripide Frinel G Arthur, Awasthi Ashish, Quintanilla Beatriz Paulina Ayala, Azzopardi Peter, Bacha Umar, Badawi Alaa, Bahit Maria C, Balakrishnan Kalpana, Barac Aleksandra, Barber Ryan M, Barker-Collo Suzanne L, Bärnighausen Till, Barquera Simon, Barregard Lars, Barrero Lope H, Basu Sanjay, Batis Carolina, Bazargan-Hejazi Shahrzad, Beardsley Justin, Bedi Neeraj, Beghi Ettore, Bell Brent, Bell Michelle L, Bello Aminu K, Bennett Derrick A, Bensenor Isabela M, Berhane Adugnaw, Bernabé Eduardo, Betsu Balem Demtsu, Beyene Addisu Shunu, Bhala Neeraj, Bhansali Anil, Bhatt Samir, Biadgilign Sibhatu, Bikbov Boris, Bisanzio Donal, Bjertness Espen, Blore Jed D, Borschmann Rohan, Boufous Soufiane, Bourne Rupert R A, Brainin Michael, Brazinova Alexandra, Breitborde Nicholas J K, Brenner Hermann, Broday David M, Brugha Traolach S, Brunekreef Bert, Butt Zahid A, Cahill Leah E, Calabria Bianca, Campos-Nonato Ismael Ricardo, Cárdenas Rosario, Carpenter David O, Carrero Juan Jesus, Casey Daniel C, Castañeda-Orjuela Carlos A, Rivas Jacqueline Castillo, Castro Ruben Estanislao, Catalá-López Ferrán, Chang Jung-Chen, Chiang Peggy Pei-Chia, Chibalabala Mirriam, Chimed-Ochir Odgerel, Chisumpa Vesper Hichilombwe, Chitheer Abdulaal A, Choi Jee-Young Jasmine, Christensen Hanne, Christopher Devasahayam Jesudas, Ciobanu Liliana G, Coates Matthew M, Colquhoun Samantha M, Manzano Alejandra G Contreras, Cooper Leslie Trumbull, Cooperrider Kimberly, Cornaby Leslie, Cortinovis Monica, Crump John A, Cuevas-Nasu Lucia, Damasceno Albertino, Dandona Rakhi, Darby Sarah C, Dargan Paul I, das Neves José, Davis Adrian C, Davletov Kairat, de Castro E Filipa, De la Cruz-Góngora Vanessa, De Leo Diego, Degenhardt Louisa, Del Gobbo Liana C, del Pozo-Cruz Borja, Dellavalle Robert P, Deribew Amare, Jarlais Don C Des, Dharmaratne Samath D, Dhillon Preet K, Diaz-Torné Cesar, Dicker Daniel, Ding Eric L, Dorsey E Ray, Doyle Kerrie E, Driscoll Tim R, Duan Leilei, Dubey Manisha, Duncan Bruce Bartholow, Elyazar Iqbal, Endries Aman Yesuf, Ermakov Sergey Petrovich, Erskine Holly E, Eshrati Babak, Esteghamati Alireza, Fahimi Saman, Faraon Emerito Jose Aquino, Farid Talha A, Farinha Carla Sofia e Sa, Faro André, Farvid Maryam S, Farzadfar Farshad, Feigin Valery L, Fereshtehnejad Seyed-Mohammad, Fernandes Jefferson G, Fischer Florian, Fitchett Joseph R A, Fleming Tom, Foigt Nataliya, Foreman Kyle, Fowkes F Gerry R, Franklin Richard C, Fürst Thomas, Futran Neal D, Gakidou Emmanuela, Garcia-Basteiro Alberto L, Gebrehiwot Tsegaye Tewelde, Gebremedhin Amanuel Tesfay, Geleijnse Johanna M, Gessner Bradford D, Giref Ababi Zergaw, Giroud Maurice, Gishu Melkamu Dedefo, Giussani Giorgia, Goenka Shifalika, Gomez-Cabrera Mari Carmen, Gomez-Dantes Hector, Gona Philimon, Goodridge Amador, Gopalani Sameer Vali, Gotay Carolyn C, Goto Atsushi, Gouda Hebe N, Gugnani Harish Chander, Guillemin Francis, Guo Yuming, Gupta Rahul, Gupta Rajeev, Gutiérrez Reyna A, Haagsma Juanita A, Hafezi-Nejad Nima, Haile Demewoz, Hailu Gessessew Bugssa, Halasa Yara A, Hamadeh Randah Ribhi, Hamidi Samer, Handal Alexis J, Hankey Graeme J, Hao Yuantao, Harb Hilda L, Harikrishnan Sivadasanpillai, Haro Josep Maria, Hassanvand Mohammad Sadegh, Hassen Tahir Ahmed, Havmoeller Rasmus, Heredia-Pi Ileana Beatriz, Hernández-Llanes Norberto Francisco, Heydarpour Pouria, Hoek Hans W, Hoffman Howard J, Horino Masako, Horita Nobuyuki, Hosgood H Dean, Hoy Damian G, Hsairi Mohamed, Htet Aung Soe, Hu Guoqing, Huang John J, Husseini Abdullatif, Hutchings Sally J, Huybrechts Inge, Iburg Kim Moesgaard, Idrisov Bulat T, Ileanu Bogdan Vasile, Inoue Manami, Jacobs Troy A, Jacobsen Kathryn H, Jahanmehr Nader, Jakovljevic Mihajlo B, Jansen Henrica A F M, Jassal Simerjot K, Javanbakht Mehdi, Jayaraman Sudha P, Jayatilleke Achala Upendra, Jee Sun Ha, Jeemon Panniyammakal, Jha Vivekanand, Jiang Ying, Jibat Tariku, Jin Ye, Johnson Catherine O, Jonas Jost B, Kabir Zubair, Kalkonde Yogeshwar, Kamal Ritul, Kan Haidong, Karch André, Karema Corine Kakizi, Karimkhani Chante, Kasaeian Amir, Kaul Anil, Kawakami Norito, Kazi Dhruv S, Keiyoro Peter Njenga, Kemmer Laura, Kemp Andrew Haddon, Kengne Andre Pascal, Keren Andre, Kesavachandran Chandrasekharan Nair, Khader Yousef Saleh, Khan Abdur Rahman, Khan Ejaz Ahmad, Khan Gulfaraz, Khang Young-Ho, Khatibzadeh Shahab, Khera Sahil, Khoja Tawfik Ahmed Muthafer, Khubchandani Jagdish, Kieling Christian, Kim Cho-il, Kim Daniel, Kimokoti Ruth W, Kissoon Niranjan, Kivipelto Miia, Knibbs Luke D, Kokubo Yoshihiro, Kopec Jacek A, Koul Parvaiz A, Koyanagi Ai, Kravchenko Michael, Kromhout Hans, Krueger Hans, Ku Tiffany, Defo Barthelemy Kuate, Kuchenbecker Ricardo S, Bicer Burcu Kucuk, Kuipers Ernst J, Kumar G Anil, Kwan Gene F, Lal Dharmesh Kumar, Lalloo Ratilal, Lallukka Tea, Lan Qing, Larsson Anders, Latif Asma Abdul, Lawrynowicz Alicia Elena Beatriz, Leasher Janet L, Leigh James, Leung Janni, Levi Miriam, Li Xiaohong, Li Yichong, Liang Juan, Liu Shiwei, Lloyd Belinda K, Logroscino Giancarlo, Lotufo Paulo A, Lunevicius Raimundas, MacIntyre Michael, Mahdavi Mahdi, Majdan Marek, Majeed Azeem, Malekzadeh Reza, Malta Deborah Carvalho, Manamo Wondimu Ayele Ayele, Mapoma Chabila C, Marcenes Wagner, Martin Randall V, Martinez-Raga Jose, Masiye Felix, Matsushita Kunihiro, Matzopoulos Richard, Mayosi Bongani M, McGrath John J, McKee Martin, Meaney Peter A, Medina Catalina, Mehari Alem, Mejia-Rodriguez Fabiola, Mekonnen Alemayehu B, Melaku Yohannes Adama, Memish Ziad A, Mendoza Walter, Mensink Gert B M, Meretoja Atte, Meretoja Tuomo J, Mesfin Yonatan Moges, Mhimbira Francis Apolinary, Millear Anoushka, Miller Ted R, Mills Edward J, Mirarefin Mojde, Misganaw Awoke, Mock Charles N, Mohammadi Alireza, Mohammed Shafiu, Mola Glen Liddell D, Monasta Lorenzo, Hernandez Julio Cesar Montañez, Montico Marcella, Morawska Lidia, Mori Rintaro, Mozaffarian Dariush, Mueller Ulrich O, Mullany Erin, Mumford John Everett, Murthy Gudlavalleti Venkata Satyanarayana, Nachega Jean B, Naheed Aliya, Nangia Vinay, Nassiri Nariman, Newton John N, Ng Marie, Nguyen Quyen Le, Nisar Muhammad Imran, Pete Patrick Martial Nkamedjie, Norheim Ole F, Norman Rosana E, Norrving Bo, Nyakarahuka Luke, Obermeyer Carla Makhlouf, Ogbo Felix Akpojene, Oh In-Hwan, Oladimeji Olanrewaju, Olivares Pedro R, Olsen Helen, Olusanya Bolajoko Olubukunola, Olusanya Jacob Olusegun, Opio John Nelson, Oren Eyal, Orozco Ricardo, Ortiz Alberto, Ota Erika, PA Mahesh, Pana Adrian, Park Eun-Kee, Parry Charles D, Parsaeian Mahboubeh, Patel Tejas, Caicedo Angel J Paternina, Patil Snehal T, Patten Scott B, Patton George C, Pearce Neil, Pereira David M, Perico Norberto, Pesudovs Konrad, Petzold Max, Phillips Michael Robert, Piel Frédéric B, Pillay Julian David, Plass Dietrich, Polinder Suzanne, Pond Constance D, Pope C Arden, Pope Daniel, Popova Svetlana, Poulton Richie G, Pourmalek Farshad, Prasad Noela M, Qorbani Mostafa, Rabiee Rynaz H S, Radfar Amir, Rafay Anwar, Rahimi-Movaghar Vafa, Rahman Mahfuzar, Rahman Mohammad Hifz Ur, Rahman Sajjad Ur, Rai Rajesh Kumar, Rajsic Sasa, Raju Murugesan, Ram Usha, Rana Saleem M, Ranganathan Kavitha, Rao Puja, García Christian Aspacia Razo, Refaat Amany H, Rehm Colin D, Rehm Jürgen, Reinig Nikolas, Remuzzi Giuseppe, Resnikoff Serge, Ribeiro Antonio L, Rivera Juan A, Roba Hirbo Shore, Rodriguez Alina, Rodriguez-Ramirez Sonia, Rojas-Rueda David, Roman Yesenia, Ronfani Luca, Roshandel Gholamreza, Rothenbacher Dietrich, Roy Ambuj, Saleh Muhammad Muhammad, Sanabria Juan R, Sanchez-Riera Lidia, Sanchez-Niño Maria Dolores, Sánchez-Pimienta Tania G, Sandar Logan, Santomauro Damian F, Santos Itamar S, Sarmiento-Suarez Rodrigo, Sartorius Benn, Satpathy Maheswar, Savic Miloje, Sawhney Monika, Schmidhuber Josef, Schmidt Maria Inês, Schneider Ione J C, Schöttker Ben, Schutte Aletta E, Schwebel David C, Scott James G, Seedat Soraya, Sepanlou Sadaf G, Servan-Mori Edson E, Shaddick Gavin, Shaheen Amira, Shahraz Saeid, Shaikh Masood Ali, Levy Teresa Shamah, Sharma Rajesh, She Jun, Sheikhbahaei Sara, Shen Jiabin, Sheth Kevin N, Shi Peilin, Shibuya Kenji, Shigematsu Mika, Shin Min-Jeong, Shiri Rahman, Shishani Kawkab, Shiue Ivy, Shrime Mark G, Sigfusdottir Inga Dora, Silva Diego Augusto Santos, Silveira Dayane Gabriele Alves, Silverberg Jonathan I, Simard Edgar P, Sindi Shireen, Singh Abhishek, Singh Jasvinder A, Singh Prashant Kumar, Slepak Erica Leigh, Soljak Michael, Soneji Samir, Sorensen Reed J D, Sposato Luciano A, Sreeramareddy Chandrashekhar T, Stathopoulou Vasiliki, Steckling Nadine, Steel Nicholas, Stein Dan J, Stein Murray B, Stöckl Heidi, Stranges Saverio, Stroumpoulis Konstantinos, Sunguya Bruno F, Swaminathan Soumya, Sykes Bryan L, Szoeke Cassandra E I, Tabarés-Seisdedos Rafael, Takahashi Ken, Talongwa Roberto Tchio, Tandon Nikhil, Tanne David, Tavakkoli Mohammad, Taye Belaynew Wasie, Taylor Hugh R, Tedla Bemnet Amare, Tefera Worku Mekonnen, Tegegne Teketo Kassaw, Tekle Dejen Yemane, Terkawi Abdullah Sulieman, Thakur J S, Thomas Bernadette A, Thomas Matthew Lloyd, Thomson Alan J, Thorne-Lyman Andrew L, Thrift Amanda G, Thurston George D, Tillmann Taavi, Tobe-Gai Ruoyan, Tobollik Myriam, Topor-Madry Roman, Topouzis Fotis, Towbin Jeffrey Allen, Tran Bach Xuan, Dimbuene Zacharie Tsala, Tsilimparis Nikolaos, Tura Abera Kenay, Tuzcu Emin Murat, Tyrovolas Stefanos, Ukwaja Kingsley N, Undurraga Eduardo A, Uneke Chigozie Jesse, Uthman Olalekan A, van Donkelaar Aaron, van Os Jim, Varakin Yuri Y, Vasankari Tommi, Veerman J Lennert, Venketasubramanian Narayanaswamy, Violante Francesco S, Vollset Stein Emil, Wagner Gregory R, Waller Stephen G, Wang Jian Li, Wang Linhong, Wang Yanping, Weichenthal Scott, Weiderpass Elisabete, Weintraub Robert G, Werdecker Andrea, Westerman Ronny, Whiteford Harvey A, Wijeratne Tissa, Wiysonge Charles Shey, Wolfe Charles D A, Won Sungho, Woolf Anthony D, Wubshet Mamo, Xavier Denis, Xu Gelin, Yadav Ajit Kumar, Yakob Bereket, Yalew Ayalnesh Zemene, Yano Yuichiro, Yaseri Mehdi, Ye Pengpeng, Yip Paul, Yonemoto Naohiro, Yoon Seok-Jun, Younis Mustafa Z, Yu Chuanhua, Zaidi Zoubida, Zaki Maysaa El Sayed, Zhu Jun, Zipkin Ben, Zodpey Sanjay, Zuhlke Liesl Joanna, Murray Christopher J L. Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015. The Lancet. 2016;388(10053):1659–1724. doi: 10.1016/S0140-6736(16)31679-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Liu S, Wu X, Lopez AD, Wang L, Cai Y, Page A, et al. An integrated national mortality surveillance system for death registration and mortality surveillance, China. Bull World Health Organ. 2016;94(1):46–57. doi: 10.2471/BLT.15.153148. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Xia W, Ren H, Ma E, et al. Mortality trends for ischemic heart disease in China: an analysis of 102 continuous disease surveillance points from 1991 to 2009[J]. BMC Public Health, 2018, 18(1):52. doi:10.1186/s12889-017-4558-3. [DOI] [PMC free article] [PubMed]
- 5.Yang G, Hu J, Ke QR, et al. Mortality registration and surveillance in China: history, current situation and challenges [J] Popul Health Metrics. 2005;3(1):3. doi: 10.1186/1478-7954-3-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Ahmad OB, Boschi-Pinto C, Lopez AD, Murray CJ, Lozano R, Inoue M. Age standardization of rates: a new WHO standard. Gpe Discussion Paper. 2001;(31):2000.
- 7.Akushevich I, Kravchenko J, Ukraintseva S, Arbeev K, Yashin AI. Time trends of incidence of age-associated diseases in the US elderly population: Medicare-based analysis. Age & Ageing. 2013;42(4):494. doi: 10.1093/ageing/aft032. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Lian Z, Xie Y, Lu Y, Huang D, Shi H. Trends in the major causes of death in China, 1982-2010. Chin Med J. 2014;127(4):777. doi: 10.3760/cma.j.issn.0366-6999.20131054. [DOI] [PubMed] [Google Scholar]
- 9.Li C, Sun M, Shen JJ, Cochran CR, Li X, Hao M. Evaluation on the efficiencies of county-level Centers for Disease Control and Prevention in China: results from a national survey. Tropical Med Int Health. 2016;21(9):1106–1114. doi: 10.1111/tmi.12753. [DOI] [PubMed] [Google Scholar]
- 10.Chen W, Zheng R, Baade PD, Zhang S, Zeng H, Bray F, et al. Cancer statistics in China, 2015. CA Cancer J Clin. 2016;66(2):115–132. doi: 10.3322/caac.21338. [DOI] [PubMed] [Google Scholar]
- 11.China CDC website. 2015 China adult tobacco survey. Chinese center for disease control and prevention. http://www.chinacdc.cn/zxdt/201512/t20151228_123960.html. Accessed 29 Sept 2017.
- 12.Yang G, Wang Y, Wu Y, et al. The road to effective tobacco control in China.[J] Lancet. 2015;385(9972):1019. doi: 10.1016/S0140-6736(15)60174-X. [DOI] [PubMed] [Google Scholar]
- 13.Shiels MS, Chernyavskiy P, Anderson WF, Best AF, Haozous EA, Hartge P, et al. Trends in premature mortality in the USA by sex, race, and ethnicity from 1999 to 2014: an analysis of death certificate data. Lancet. 2017;389(10073):1043–1054. doi: 10.1016/S0140-6736(17)30187-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Lee Bandy X., Kjaerulf Finn, Turner Shannon, Cohen Larry, Donnelly Peter D., Muggah Robert, Davis Rachel, Realini Anna, Kieselbach Berit, MacGregor Lori Snyder, Waller Irvin, Gordon Rebecca, Moloney-Kitts Michele, Lee Grace, Gilligan James. Transforming Our World: Implementing the 2030 Agenda Through Sustainable Development Goal Indicators. Journal of Public Health Policy. 2016;37(S1):13–31. doi: 10.1057/s41271-016-0002-7. [DOI] [PubMed] [Google Scholar]
- 15.Gu D, Gupta A, Muntner P, Hu S, Duan X, Chen J, et al. Prevalence of cardiovascular disease risk factor clustering among the adult population of China: results from the international collaborative study of cardiovascular disease in Asia (InterAsia) Circulation. 2005;112(5):658–665. doi: 10.1161/CIRCULATIONAHA.104.515072. [DOI] [PubMed] [Google Scholar]
- 16.He J, Gu DF, Wu XG, Reynolds K, Duan XF, Yao CH, et al. Major causes of death among men and women in China. New Engl J Med. 2005;353(11):1124–1134. doi: 10.1056/Nejmsa050467. [DOI] [PubMed] [Google Scholar]
- 17.Zarraga IG, Schwarz ER. Impact of dietary patterns and interventions on cardiovascular health [J] Circulation. 2006;114(9):961–973. doi: 10.1161/CIRCULATIONAHA.105.603910. [DOI] [PubMed] [Google Scholar]
- 18.Desroches S, Lapointe A, Ratté S, Gravel K, Légaré F, Thirsk J. Interventions to enhance adherence to dietary advice for preventing and managing chronic diseases in adults: a study protocol [J] BMC Public Health. 2011;11(1):111. doi: 10.1002/14651858.CD008722.pub2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Guo J, Li W, Wang Y, Chen T, Teo K, Liu LS, Yusuf S. Influence of dietary patterns on the risk of acute myocardial infarction in China population: the INTERHEART China study [J] Chin Med J. 2013;126(3):464–470. doi: 10.3760/cma.j.issn.0366-6999.20113076. [DOI] [PubMed] [Google Scholar]
- 20.Shi Z, Zhang T, Byles J, Martin S, Avery JC, Taylor AW. Food habits, lifestyle factors and mortality among oldest old Chinese: the Chinese longitudinal healthy longevity survey (CLHLS)[J] Nutrients. 2015;7(9):7562–7579. doi: 10.3390/nu7095353. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Mathers Colin D, Loncar Dejan. Projections of Global Mortality and Burden of Disease from 2002 to 2030. PLoS Medicine. 2006;3(11):e442. doi: 10.1371/journal.pmed.0030442. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Kassebaum Nicholas J, Arora Megha, Barber Ryan M, Bhutta Zulfiqar A, Brown Jonathan, Carter Austin, Casey Daniel C, Charlson Fiona J, Coates Matthew M, Coggeshall Megan, Cornaby Leslie, Dandona Lalit, Dicker Daniel J, Erskine Holly E, Ferrari Alize J, Fitzmaurice Christina, Foreman Kyle, Forouzanfar Mohammad H, Fullman Nancy, Gething Peter W, Goldberg Ellen M, Graetz Nicholas, Haagsma Juanita A, Hay Simon I, Johnson Catherine O, Kemmer Laura, Khalil Ibrahim A, Kinfu Yohannes, Kutz Michael J, Kyu Hmwe H, Leung Janni, Liang Xiaofeng, Lim Stephen S, Lozano Rafael, Mensah George A, Mikesell Joe, Mokdad Ali H, Mooney Meghan D, Naghavi Mohsen, Nguyen Grant, Nsoesie Elaine, Pigott David M, Pinho Christine, Rankin Zane, Reinig Nikolas, Salomon Joshua A, Sandar Logan, Smith Alison, Sorensen Reed J D, Stanaway Jeffrey, Steiner Caitlyn, Teeple Stephanie, Troeger Chris, Truelsen Thomas, VanderZanden Amelia, Wagner Joseph A, Wanga Valentine, Whiteford Harvey A, Zhou Maigeng, Zoeckler Leo, Abajobir Amanuel Alemu, Abate Kalkidan Hassen, Abbafati Cristiana, Abbas Kaja M, Abd-Allah Foad, Abraham Biju, Abubakar Ibrahim, Abu-Raddad Laith J, Abu-Rmeileh Niveen M E, Achoki Tom, Ackerman Ilana N, Adebiyi Akindele Olupelumi, Adedeji Isaac Akinkunmi, Adsuar José C, Afanvi Kossivi Agbelenko, Afshin Ashkan, Agardh Emilie Elisabet, Agarwal Arnav, Agarwal Sanjay Kumar, Ahmed Muktar Beshir, Kiadaliri Aliasghar Ahmad, Ahmadieh Hamid, Akseer Nadia, Al-Aly Ziyad, Alam Khurshid, Alam Noore K M, Aldhahri Saleh Fahed, Alegretti Miguel Angel, Aleman Alicia V, Alemu Zewdie Aderaw, Alexander Lily T, Ali Raghib, Alkerwi Ala'a, Alla François, Allebeck Peter, Allen Christine, Alsharif Ubai, Altirkawi Khalid A, Martin Elena Alvarez, Alvis-Guzman Nelson, Amare Azmeraw T, Amberbir Alemayehu, Amegah Adeladza Kofi, Amini Heresh, Ammar Walid, Amrock Stephen Marc, Anderson Gregory M, Anderson Benjamin O, Antonio Carl Abelardo T, Anwari Palwasha, Ärnlöv Johan, Arsenijevic Valentina S Arsic, Artaman Al, Asayesh Hamid, Asghar Rana Jawad, Avokpaho Euripide Frinel G Arthur, Awasthi Ashish, Quintanilla Beatriz Paulina Ayala, Azzopardi Peter, Bacha Umar, Badawi Alaa, Balakrishnan Kalpana, Banerjee Amitava, Barac Aleksandra, Barker-Collo Suzanne L, Bärnighausen Till, Barregard Lars, Barrero Lope H, Basu Sanjay, Bayou Tigist Assefa, Beardsley Justin, Bedi Neeraj, Beghi Ettore, Bell Brent, Bell Michelle L, Benjet Corina, Bennett Derrick A, Bensenor Isabela M, Berhane Adugnaw, Bernabé Eduardo, Betsu Balem Demtsu, Beyene Addisu Shunu, Bhala Neeraj, Bhansali Anil, Bhatt Samir, Biadgilign Sibhatu, Bienhoff Kelly, Bikbov Boris, Abdulhak Aref A Bin, Biryukov Stan, Bisanzio Donal, Bjertness Espen, Blore Jed D, Borschmann Rohan, Boufous Soufiane, Bourne Rupert R A, Brainin Michael, Brazinova Alexandra, Breitborde Nicholas J K, Brugha Traolach S, Buchbinder Rachelle, Buckle Geoffrey Colin, Butt Zahid A, Calabria Bianca, Campos-Nonato Ismael Ricardo, Campuzano Julio Cesar, Carabin Hélène, Carapetis Jonathan R, Cárdenas Rosario, Carrero Juan Jesus, Castañeda-Orjuela Carlos A, Rivas Jacqueline Castillo, Catalá-López Ferrán, Cavalleri Fiorella, Chang Jung-Chen, Chiang Peggy Pei-Chia, Chibalabala Mirriam, Chibueze Chioma Ezinne, Chisumpa Vesper Hichilombwe, Choi Jee-Young Jasmine, Choudhury Lincoln, Christensen Hanne, Ciobanu Liliana G, Colistro Valentina, Colomar Mercedes, Colquhoun Samantha M, Cortinovis Monica, Crump John A, Damasceno Albertino, Dandona Rakhi, Dargan Paul I, das Neves José, Davey Gail, Davis Adrian C, Leo Diego De, Degenhardt Louisa, Gobbo Liana C Del, Derrett Sarah, Jarlais Don C Des, deVeber Gabrielle A, Dharmaratne Samath D, Dhillon Preet K, Ding Eric L, Doyle Kerrie E, Driscoll Tim R, Duan Leilei, Dubey Manisha, Duncan Bruce Bartholow, Ebrahimi Hedyeh, Ellenbogen Richard G, Elyazar Iqbal, Endries Aman Yesuf, Ermakov Sergey Petrovich, Eshrati Babak, Esteghamati Alireza, Estep Kara, Fahimi Saman, Farid Talha A, Farinha Carla Sofia e Sa, Faro André, Farvid Maryam S, Farzadfar Farshad, Feigin Valery L, Fereshtehnejad Seyed-Mohammad, Fernandes Jefferson G, Fernandes Joao C, Fischer Florian, Fitchett Joseph R A, Foigt Nataliya, Fowkes F Gerry R, Franklin Richard C, Friedman Joseph, Frostad Joseph, Fürst Thomas, Futran Neal D, Gabbe Belinda, Gankpé Fortuné Gbètoho, Garcia-Basteiro Alberto L, Gebrehiwot Tsegaye Tewelde, Gebremedhin Amanuel Tesfay, Geleijnse Johanna M, Gibney Katherine B, Gillum Richard F, Ginawi Ibrahim Abdelmageem Mohamed, Giref Ababi Zergaw, Giroud Maurice, Gishu Melkamu Dedefo, Giussani Giorgia, Godwin William W, Gomez-Dantes Hector, Gona Philimon, Goodridge Amador, Gopalani Sameer Vali, Gotay Carolyn C, Goto Atsushi, Gouda Hebe N, Gugnani Harish, Guo Yuming, Gupta Rahul, Gupta Rajeev, Gupta Vipin, Gutiérrez Reyna A, Hafezi-Nejad Nima, Haile Demewoz, Hailu Alemayehu Desalegne, Hailu Gessessew Bugssa, Halasa Yara A, Hamadeh Randah Ribhi, Hamidi Samer, Hammami Mouhanad, Handal Alexis J, Hankey Graeme J, Harb Hilda L, Harikrishnan Sivadasanpillai, Haro Josep Maria, Hassanvand Mohammad Sadegh, Hassen Tahir Ahmed, Havmoeller Rasmus, Hay Roderick J, Hedayati Mohammad T, Heredia-Pi Ileana Beatriz, Heydarpour Pouria, Hoek Hans W, Hoffman Daniel J, Horino Masako, Horita Nobuyuki, Hosgood H Dean, Hoy Damian G, Hsairi Mohamed, Huang Hsiang, Huang John J, Iburg Kim Moesgaard, Idrisov Bulat T, Innos Kaire, Inoue Manami, Jacobsen Kathryn H, Jauregui Alejandra, Jayatilleke Achala Upendra, Jeemon Panniyammakal, Jha Vivekanand, Jiang Guohong, Jiang Ying, Jibat Tariku, Jimenez-Corona Aida, Jin Ye, Jonas Jost B, Kabir Zubair, Kajungu Dan K, Kalkonde Yogeshwar, Kamal Ritul, Kan Haidong, Kandel Amit, Karch André, Karema Corine Kakizi, Karimkhani Chante, Kasaeian Amir, Katibeh Marzieh, Kaul Anil, Kawakami Norito, Kazi Dhruv S, Keiyoro Peter Njenga, Kemp Andrew Haddon, Kengne Andre Pascal, Keren Andre, Kesavachandran Chandrasekharan Nair, Khader Yousef Saleh, Khan Abdur Rahman, Khan Ejaz Ahmad, Khang Young-Ho, Khoja Tawfik Ahmed Muthafer, Khubchandani Jagdish, Kieling Christian, Kim Cho-il, Kim Daniel, Kim Yun Jin, Kissoon Niranjan, Kivipelto Miia, Knibbs Luke D, Knudsen Ann Kristin, Kokubo Yoshihiro, Kolte Dhaval, Kopec Jacek A, Koul Parvaiz A, Koyanagi Ai, Defo Barthelemy Kuate, Kuchenbecker Ricardo S, Bicer Burcu Kucuk, Kuipers Ernst J, Kumar G Anil, Kwan Gene F, Lalloo Ratilal, Lallukka Tea, Larsson Anders, Latif Asma Abdul, Lavados Pablo M, Lawrynowicz Alicia Elena Beatriz, Leasher Janet L, Leigh James, Leung Ricky, Li Yichong, Li Yongmei, Lipshultz Steven E, Liu Patrick Y, Liu Yang, Lloyd Belinda K, Logroscino Giancarlo, Looker Katharine J, Lotufo Paulo A, Lucas Robyn M, Lunevicius Raimundas, Lyons Ronan A, Razek Hassan Magdy Abd El, Mahdavi Mahdi, Majdan Marek, Majeed Azeem, Malekzadeh Reza, Malta Deborah Carvalho, Marcenes Wagner, Martinez-Raga Jose, Masiye Felix, Mason-Jones Amanda J, Matzopoulos Richard, Mayosi Bongani M, McGrath John J, McKee Martin, Meaney Peter A, Mehari Alem, Melaku Yohannes Adama, Memiah Peter, Memish Ziad A, Mendoza Walter, Meretoja Atte, Meretoja Tuomo J, Mesfin Yonatan Moges, Mhimbira Francis Apolinary, Millear Anoushka, Miller Ted R, Mills Edward J, Mirarefin Mojde, Mirrakhimov Erkin M, Mitchell Philip B, Mock Charles N, Mohammad Karzan Abdulmuhsin, Mohammadi Alireza, Mohammed Shafiu, Monasta Lorenzo, Hernandez Julio Cesar Montañez, Montico Marcella, Moradi-Lakeh Maziar, Mori Rintaro, Mueller Ulrich O, Mumford John Everett, Murdoch Michele E, Murthy Gudlavalleti Venkata Satyanarayana, Nachega Jean B, Naheed Aliya, Naldi Luigi, Nangia Vinay, Newton John N, Ng Marie, Ngalesoni Frida Namnyak, Nguyen Quyen Le, Nisar Muhammad Imran, Pete Patrick Martial Nkamedjie, Nolla Joan M, Norheim Ole F, Norman Rosana E, Norrving Bo, Obermeyer Carla Makhlouf, Ogbo Felix Akpojene, Oh In-Hwan, Oladimeji Olanrewaju, Olivares Pedro R, Olusanya Bolajoko Olubukunola, Olusanya Jacob Olusegun, Oren Eyal, Ortiz Alberto, Ota Erika, Oyekale Abayomi Samuel, PA Mahesh, Park Eun-Kee, Parsaeian Mahboubeh, Patten Scott B, Patton George C, Pedro João Mário, Pereira David M, Perico Norberto, Pesudovs Konrad, Petzold Max, Phillips Michael Robert, Piel Frédéric B, Pillay Julian David, Pishgar Farhad, Plass Dietrich, Polinder Suzanne, Popova Svetlana, Poulton Richie G, Pourmalek Farshad, Prasad Noela M, Qorbani Mostafa, Rabiee Rynaz H S, Radfar Amir, Rafay Anwar, Rahimi Kazem, Rahimi-Movaghar Vafa, Rahman Mahfuzar, Rahman Mohammad Hifz Ur, Rahman Sajjad Ur, Rai Dheeraj, Rai Rajesh Kumar, Rajsic Sasa, Raju Murugesan, Ram Usha, Ranganathan Kavitha, Refaat Amany H, Reitsma Marissa B, Remuzzi Giuseppe, Resnikoff Serge, Reynolds Alex, Ribeiro Antonio L, Ricci Stefano, Roba Hirbo Shore, Rojas-Rueda David, Ronfani Luca, Roshandel Gholamreza, Roth Gregory A, Roy Ambuj, Sackey Ben Benasco, Sagar Rajesh, Sanabria Juan R, Sanchez-Niño Maria Dolores, Santos Itamar S, Santos João Vasco, Sarmiento-Suarez Rodrigo, Sartorius Benn, Satpathy Maheswar, Savic Miloje, Sawhney Monika, Schmidt Maria Inês, Schneider Ione J C, Schutte Aletta E, Schwebel David C, Seedat Soraya, Sepanlou Sadaf G, Servan-Mori Edson E, Shahraz Saeid, Shaikh Masood Ali, Sharma Rajesh, She Jun, Sheikhbahaei Sara, Shen Jiabin, Sheth Kevin N, Shibuya Kenji, Shigematsu Mika, Shin Min-Jeong, Shiri Rahman, Sigfusdottir Inga Dora, Silva Diego Augusto Santos, Silverberg Jonathan I, Simard Edgar P, Singh Abhishek, Singh Jasvinder A, Singh Prashant Kumar, Skirbekk Vegard, Skogen Jens Christoffer, Soljak Michael, Søreide Kjetil, Sorensen Reed J D, Sreeramareddy Chandrashekhar T, Stathopoulou Vasiliki, Steel Nicholas, Stein Dan J, Stein Murray B, Steiner Timothy J, Stovner Lars Jacob, Stranges Saverio, Stroumpoulis Konstantinos, Sunguya Bruno F, Sur Patrick J, Swaminathan Soumya, Sykes Bryan L, Szoeke Cassandra E I, Tabarés-Seisdedos Rafael, Tandon Nikhil, Tanne David, Tavakkoli Mohammad, Taye Bineyam, Taylor Hugh R, Ao Braden J Te, Tegegne Teketo Kassaw, Tekle Dejen Yemane, Terkawi Abdullah Sulieman, Tessema Gizachew Assefa, Thakur J S, Thomson Alan J, Thorne-Lyman Andrew L, Thrift Amanda G, Thurston George D, Tobe-Gai Ruoyan, Tonelli Marcello, Topor-Madry Roman, Topouzis Fotis, Tran Bach Xuan, Truelsen Thomas, Dimbuene Zacharie Tsala, Tsilimbaris Miltiadis, Tura Abera Kenay, Tuzcu Emin Murat, Tyrovolas Stefanos, Ukwaja Kingsley N, Undurraga Eduardo A, Uneke Chigozie Jesse, Uthman Olalekan A, van Gool Coen H, van Os Jim, Vasankari Tommi, Vasconcelos Ana Maria Nogales, Venketasubramanian Narayanaswamy, Violante Francesco S, Vlassov Vasiliy Victorovich, Vollset Stein Emil, Wagner Gregory R, Wallin Mitchell T, Wang Linhong, Weichenthal Scott, Weiderpass Elisabete, Weintraub Robert G, Werdecker Andrea, Westerman Ronny, Wijeratne Tissa, Wilkinson James D, Williams Hywel C, Wiysonge Charles Shey, Woldeyohannes Solomon Meseret, Wolfe Charles D A, Won Sungho, Xu Gelin, Yadav Ajit Kumar, Yakob Bereket, Yan Lijing L, Yano Yuichiro, Yaseri Mehdi, Ye Pengpeng, Yip Paul, Yonemoto Naohiro, Yoon Seok-Jun, Younis Mustafa Z, Yu Chuanhua, Zaidi Zoubida, Zaki Maysaa El Sayed, Zeeb Hajo, Zodpey Sanjay, Zonies David, Zuhlke Liesl Joanna, Vos Theo, Lopez Alan D, Murray Christopher J L. Global, regional, and national disability-adjusted life-years (DALYs) for 315 diseases and injuries and healthy life expectancy (HALE), 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015. The Lancet. 2016;388(10053):1603–1658. doi: 10.1016/S0140-6736(16)31460-X. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Zhou X, Qiao Q, Ji L, Ning F, Yang W, Weng J, et al. Nonlaboratory-based risk assessment algorithm for undiagnosed type 2 diabetes developed on a nation-wide diabetes survey [J] Diabetes Care. 2013;36(12):3944–3952. doi: 10.2337/dc13-0593. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Herrera AC, Prince M, Knapp M, Guerchet M, Karagiannidou M. World Alzheimer report 2016:improving healthcare for people living with dementia. Coverage, quality and costs now and in the future. London: Alzheimer's disease international. 2016. [Google Scholar]
- 25.Pimenova AA, Raj T, Goate AM. Untangling genetic risk for Alzheimer’s disease [J] Biol Psychiatry. 2017;83(4):300–310. doi: 10.1016/j.biopsych.2017.05.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Cuyvers E, Sleegers K. Genetic variations underlying Alzheimer's disease: evidence from genome-wide association studies and beyond.[J] Lancet Neurolo. 2016;15(8):857. doi: 10.1016/S1474-4422(16)00127-7. [DOI] [PubMed] [Google Scholar]
- 27.Huang Y, Tian D, Gao L, Li L, Deng X, Mamady K, et al. Neglected increases in rural road traffic mortality in China: findings based on health data from 2005 to 2010. BMC Public Health. 2013;13:1111. doi: 10.1186/1471-2458-13-1111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Duan L, Deng X, Wang Y, Wu C, Jiang W, He S, et al. The National Injury Surveillance System in China: a six-year review. Injury. 2015;46(4):572–579. doi: 10.1016/j.injury.2014.12.013. [DOI] [PubMed] [Google Scholar]
- 29.Moylan KC, Binder EF. Falls in older adults: risk assessment, management and prevention [J] Am J Med. 2007;120(6):1–6. doi: 10.1016/j.amjmed.2006.07.022. [DOI] [PubMed] [Google Scholar]
- 30.Mikton CR, Butchart A, Dahlberg LL, Krug EG. Global status report on violence prevention 2014[J] Am J Prve Med. 2015;21(3):1055–1062. doi: 10.1016/j.amepre.2015.10.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Klenk J, Rapp K, Buchele G, Keil U, Weiland SK. Increasing life expectancy in Germany: quantitative contributions from changes in age- and disease-specific mortality. Eur J Pub Health. 2007;17(6):587–592. doi: 10.1093/eurpub/ckm024. [DOI] [PubMed] [Google Scholar]
- 32.Pinkhasov RM, Shteynshlyuger A, Hakimian P, Lindsay GK, Samadi DB, Shabsigh R. Are men shortchanged on health? Perspective on life expectancy, morbidity, and mortality in men and women in the United States. Int J Clin Pract. 2010;64(4):465–474. doi: 10.1111/j.1742-1241.2009.02289.x. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The datasets analyzed during the current study are available in the National Data of China repository (http://data.stats.gov.cn/).