Data collection and quality control
Organization and implementation
The research team carried out a questionnaire survey on rural poor residents in Shaanxi province by recruiting students on the summer holiday social practice program for college students of Xi’an Jiaotong University in 2017. The summer social practice program for college students is organized and implemented by the youth league committee of Xi’an Jiaotong University. The university, together with 12 cities and districts of Shaanxi province, has established a social practice base for college students. Every summer holiday, the university will send outstanding college students to various cities and districts to work as interns in township party, government organizations, and public institutions under its jurisdiction. The research team recruited these college students as investigators to implement the questionnaire survey, and these students from the same county made up the survey team. The questionnaire included basic information of rural poor residents such as health status, income, age, the degree of education, gender and marital status, their living conditions, and their participation in the targeted poverty alleviation policy.
Sampling method
First, a three-stage sampling survey method combining probability and non-probability sampling was adopted. We selected counties (districts) with rural areas from 12 municipals in Shaanxi province, and the typical rural administrative village was selected in the counties (districts). Last, each rural village randomly selected six eligible poor households as the subject of survey. The sampling process was carried out by each survey team in accordance with scientific, typical, and convenient principles.
Data quality control
First, the college students from the social practice that participated in the survey were trained ahead of time, the structure and content of the questionnaire were explained, and the matters needing attention and principles in the questionnaire survey were emphasized. Second, every member of this survey can use the survey data to conduce a research so that they will be more responsible. Third, A preliminary investigation was conducted and the questionnaire was revised according to the problems found in the preliminary survey so that the scientificity of the formal questionnaire was guaranteed. Fourth, we used one-to-one interview to answer the questionnaire, which means that our investigators ask the rural poor residents and fill out questionnaires based on the answer. And problems existing in the survey were solved timely through network communication during the implementation of the survey. Last, we checked the questionnaires the students returned. According to the general requirements of social survey, the questionnaires is valid if there is no logic error and the main questions had been answered. After Eliminating questionnaires that lack key information such as health status, income, age, the degree of education, gender and marital status, a total of 1,233 valid samples were obtained after removing the samples under the age of 16.
Description of the health status of rural poor residents
Descriptive statistical analysis was used to describe the health status of rural poor residents, and chi-square test was used to analyze whether there were statistically significant differences in the health status of poor residents in different regions.
Measurement of health equity
A simple way to measure health equity is to test whether two groups (the poor and the rich) have the same health level. Currently, there are many methods to measure health equity, including the method of concentration curve and concentration index, method of Lorenz curve and gini-coefficient Lorenz curve, atkinson index, and chi-square value Method [19]. Although the method of concentration index and lorenz curve and gini coefficient is similar to the way of expression. The concentration index not only provides an indicator of health inequity but can also be decomposed proportionally into contributions of different inequity of health determinants[20]. Referring to existing studies on health equity of Chinese residents [21,22], this research uses the centralized index method to measure the health equity of rural poor residents. The concentration index is used to investigate the inequity degree of a certain variable associated with social and economic status, which dynamically reflects the effect of the variable influenced by income [23]. The concentration index is calculated using Equation 1 [21].
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)
where C is concentration index, y is health status, u is the mean of health status, r is the fractional rank of income, ranging from 0 to 1. The value of the concentration index is -1 to 1. If the concentration index is 0, this shows that rural poor residents with different economic levels have the same health status. A positive concentration index indicates that people with higher incomes are healthier than those with lower incomes. Conversely, a negative concentration index indicates that people with lower incomes are healthier than those with higher incomes.
The method of decomposition of the concentration index is used to analyze the contributions of various determinants of health to the inequity in health status. Decomposition of the concentration index is proposed by Wagstaff, which is a straightforward way to decompose the measured degree of inequity into the contributions of various explanatory factors [24]. The positive value of contribution means that the variable contributes to pro-rich inequity, that is, richer individuals have a better health status than the poor, and vice versa [20]. We use the OLS linear regression to decompose the health inequity of rural poor residents, because the health status of rural poor residents is a count variable. First, a regression model should be given as Equation 2.
![](data:image/png;base64,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)
Where yi is the health status; xm is income; xn are need variables; xp are other variables; βm, βn and βp are coefficients; εi is the implied error term, which includes approximation errors. Then the concentration index for y can be written as Equation 3:
![](data:image/png;base64,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)
concentration indexes of xm, xn, and xp. The terms on the right side of Equation 3 denotes the contributions of income, need variables, other variables, and the implied error to inequity.
Variables
Outcome variable
Health is a complex concept, so there are many methods and indicators to measure the health status of residents. The European five-dimensional health scale (EQ-5D) is widely used by researchers due to its simplicity and high credibility [25-27]. Zhang divided the health of the elderly into three aspects: physical health, cognitive function, and self-evaluated health [28]. Li measured the health status of rural Chinese residents by whether they had been ill in the past two weeks and whether they suffered from chronic diseases [29]. Meanwhile, Lorraine et al. thought that Self-rated health is generally accepted as a valid measure of health status in population studies in their research[30], and Hesketh et al. used the self-rated health explored the health status and access to health care of migrant workers in China[31]. Taking the experience that using self-reported health to measure the health status of people for reference, this study thinks that Self-rated health status can accurately and directly reflect rural poor residents’ understanding of their overall health status, including Both physical health and mental health. Therefore, this study reflects the health status of rural poor residents through self-reported health questionnaires. The self-evaluation questions about health is “how do you feel about your physical health?”, and the answer includes five dimensions of very poor, poor, average, good, and very good, with a value of 1-5.
Independent variables
Since this study uses the method of centralized exponential decomposition to analyze the influencing factors of health equity, the independent variables in this study include three categories: income, need variables, and other variables. Income is measured by self-reported annual household income. Due to the process of targeted poverty alleviation, the financial sources of poor households may be diverse. In the process of the survey, the surveyor will specifically ask whether there are government subsidies and other policy incomes to ensure the accuracy of income. Need variables are closely related to the definition of health equity. In this study, need variables include gender, age, education level, and marital status of rural poor residents. Other variables mainly refer to the targeted poverty alleviation policies that may have an impact on the health and health equity of poor residents. Taking into account the impact of policies and the participation situation of poor residents, the targeted poverty alleviation policies researched in this study include industry development, relocation, employment helping, health poverty alleviation project, and basic living standard guaranteeing. The variable descriptions are shown in Table 2.
Table 2 Socio-demographic characteristics of rural poor residents and variables descriptions
variables
|
Shannxi province
(N=1233)
n(%)
|
Shanbei
(N=240)
n(%)
|
Guanzhong
(N=664)
n(%)
|
Shannan
(N=329)
n(%)
|
P
|
Health status
|
Very poor
|
170(14.98)
|
12(5.00)
|
110(17.13)
|
48(14.77)
|
0.000
|
Poor
|
357(29.58)
|
31(12.92)
|
213(33.18)
|
113(34.77)
|
Medium
|
393(32.56)
|
131(54.58)
|
164(25.55)
|
98(30.15)
|
Well
|
265(21.96)
|
60(25.00)
|
144(22.43)
|
61(18.77)
|
Very well
|
22(1.82)
|
6(2.50)
|
11(1.71)
|
5(1.54)
|
Income
|
13395.11±374.99
|
13770.86±1243.304
|
14001.7±432.80
|
11580±531.54
|
0.029
|
Gender
|
Male
|
911(74.13)
|
161(67.08)
|
528(79.88)
|
222(67.68)
|
0.000
|
Female
|
318(25.87)
|
79(32.92)
|
133(20.12)
|
106(32.32)
|
Age
|
Age<31
|
69(5.60)
|
15(6.25)
|
37(5.57)
|
17(5.17)
|
0.001
|
30<Age<61
|
806(65.37)
|
176(73.33)
|
439(66.11)
|
191(58.05)
|
Age>60
|
358(29.03)
|
49(20.42)
|
188(28.31)
|
121(36.78)
|
Degree of education
|
Unschooled
|
389(31.99)
|
155(64.58)
|
130(20.00)
|
104(31.90)
|
0.000
|
Primary school
|
439(36.10)
|
55(22.92)
|
267(41.08)
|
117(35.89)
|
Middle school and above
|
388(31.91)
|
30(12.50)
|
253(38.92)
|
105(32.21)
|
Marital status
|
Unmarried
|
150(12.44)
|
10(4.17)
|
102(15.91)
|
38(11.69)
|
0.000
|
Married and cohabiting
|
843(69.90)
|
202(84.17)
|
428(66.77)
|
213(65.54)
|
Divorced or widowed
|
213(17.66)
|
28(11.67)
|
111(17.32)
|
74(22.77)
|
Participation in industry development
|
No
|
399(36.84)
|
52(21.67)
|
250(42.52)
|
97(38.04)
|
0.000
|
Yes
|
684(63.16)
|
188(78.33)
|
338(57.48)
|
158(61.96)
|
Participation in relocation
|
No
|
841(82.21)
|
207(86.25)
|
441(79.03)
|
193(85.78)
|
0.014
|
Yes
|
182(17.79)
|
33(13.75)
|
117(20.97)
|
32(14.22)
|
participation in employment helping
|
No
|
823(81.32)
|
191(79.58)
|
459(81.67)
|
173(82.38)
|
0.712
|
Yes
|
189(18.68)
|
49(20.42)
|
103(18.33)
|
37(17.62)
|
Enjoying the health poverty alleviation project
|
No
|
292(26.43)
|
72(30.00)
|
189(32.53)
|
31(10.92)
|
0.000
|
Yes
|
813(73.57)
|
167(70.00)
|
392(67.47)
|
253(89.08)
|
Enjoying basic living standard guaranteeing
|
No
|
463(44.18)
|
108(45.00)
|
310(54.20)
|
45(19.07)
|
0.000
|
Yes
|
585(55.82)
|
132(55.00)
|
262(45.80)
|
191(80.93)
|