# Optimization of Networked Governance Models Using Complex System Governance Concepts in Sports Services

Authors: Yuhua Gao; Xinxi Zhen; Yan Xiong
Journal: Mathematical Problems in Engineering
 (2021)

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## Abstract

In order to increase the participation rate of community residents in sports services, on the governance concept of a complex system, the networked governance model under sports services has been studied. Firstly, by introducing the background of networked governance, the supply of sports services is selected as the research object. The selected sports service providers are the government, universities, enterprises, associations, and residents. Secondly, the structural model of sports service supply has been constructed. Combining the direct effects model and the intermediary relationship model, the questionnaire is designed. The current situation of sports service supply in the study area is analyzed. Finally, on this basis, the networked governance model strategy has been optimized. The results show that because the age distribution of the subjects is relatively young, the residents in the study area have a higher degree of understanding of sports services. In the direct relationship model and the mediating effect model, the 6 fitting indicators are consistent with the standard values, and no abnormal data appeared. The government, universities, and associations have a significant influence on the supply of sports services. The impact of enterprises and residents on the supply of sports services is not significant. The community environment plays an intermediary role in the supply of residents and sports services, and the supply of enterprises and sports services. Network governance should pay more attention to the participation of multiple subjects, change the leading role of the government, break down the communication barriers between supply subjects, establish an information security mechanism, and build an information sharing system. The research results provide a reference direction for the development of network management in sports services.


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## Body

## 1. Introduction

Sports services refer to people who have certain professional knowledge, skills, and experience in sports. These people can be engaged in the production of sports services [1]. And they carry out purposeful activities to produce the special use value of this sports service [2, 3]. With the acceleration of urbanization, the living functions of urban communities have become the core of community construction [4], and the construction of healthy urban communities is closely related to the rationality of the layout of sports service resources [5, 6]. China’s current development requirements are to modernize the country's governance capabilities and realize the country's governance system. Since the twenty-first century, Internet technology has developed rapidly, and networked governance can integrate and mobilize social multiresources through public entities and existing public interest needs to deal with complex social situations [7, 8].The United States is the first to research on sports public services. In 2010, the US government clearly proposed to improve the physical fitness of residents [9]. The United Kingdom, Germany, Japan, and Australia have also promulgated related bills and made certain rules and regulations for sports services [10, 11]. China’s research on networked governance is on meeting China’s actual needs, so it has certain Chinese applicability [12, 13]. For example, researchers used a widely defined network-based framework to track the evolution of urban renewal decisions in Guangzhou, China, and learned from the concept of network governance to obtain China’s ever-developing urban regeneration policies and a broader governance network in urban regeneration practices [14]. Network governance goes beyond grid governance and gives market management more vitality [15].At this stage, the participation rate of residents in community sports services is low in China. Therefore, the research combines the concept of complex system governance to conduct in-depth exploration on the supply of community sports services. The purpose is to solve the problems exposed in sports services at this stage and implement a sports service network model that is more in line with the current urban development in China. The innovative point lies in the integration of networked governance into the supply of community sports services, combining the different levels of networked governance with the characteristics of the supply of community sports services, and proposed existing targeted networked governance measures. The research has made a certain contribution to promoting national governance capacity and governance system, innovation, and strengthening the construction of social governance system.


## 2. Research Method of Optimizing Networked Governance Model

The community sports service in a province of China is selected as the research object. Since community services are mainly public services, the research is mainly about the optimization of networked governance models under sports public services. Firstly, the research introduces the background. Secondly, it analyses the status quo of sports services in the study area by taking the supply relationship of sports services as the breakthrough point. Finally, on this basis, optimization measures are proposed for networked governance.


### 2.1. Implementation of Sports Service Supply Structure Model

The supply subjects of the study area are divided into five categories, including government, universities, enterprises, community residents, and associations, as variables in the sports service supply model, shown in Figure1.Figure 1
The main supply body of sports service.Figure1 shows that among these five main bodies, the government plays a guiding and supporting role. The enterprise also has advantages in sports services, and the business principles of the enterprise require the enterprise to continuously iterate its products and services. As the main body of providing social services and transporting talents to the society, colleges and universities radiate intelligence and human resources to the surrounding communities. As a participant of the main body of supply, the association is an innovative measure to improve the way of sports service [16]. As the main body of supply, community residents are also demanders of sports services [17].The specific content of the community environment is shown in Figure2.Figure 2
The elements of the community environment.Figure2 shows that among the three main parts of the community environment, the community political environment refers to the interactive relationship between the state and the community, and the relationship between the democratization of community politics and political construction. The process of community residents’ participation in decision-making is mainly reflected in the expectations of managers for their own roles [18]. The community development environment is the overall level of community development and innovation. The community service environment includes medical and health, cultural propaganda, traffic environment, etc. [19].Sports service supply is an important part of China’s social system and social structure. The elements of sports service supply include sports service infrastructure and service scale to meet the needs of physical exercise, the sports service management system is perfect and the supply organization is set up reasonable, and the sports service supply capacity is on the rise [20, 21].The research sets 5 direct hypotheses and 11 indirect hypotheses, as shown in Table1.Table 1
Research hypothesis.
Hypothetical typeHypothetical numberThe specific content of the hypothesisDirect hypothesesS1aSports services are significantly affected by government entitiesS2aSports services are significantly affected by the main body of the enterpriseS3aSports services are significantly affected by the main body of colleges and universitiesS4aSports services are significantly affected by the main body of the associationS5aSports services are significantly affected by residentsIndirect hypothesesS1bThe community environment is significantly affected by the governmentS2bThe community environment is significantly affected by business entitiesS3bThe community environment is significantly affected by the main body of the universityS4bThe community environment is significantly affected by the main body of the associationS5bThe community environment is significantly affected by the residentsS6Sports services are significantly affected by the community environmentS6aThe community environment plays an intermediary role between sports services and the supply of government entitiesS6bThe community environment plays an intermediary role between the sports service and the supply of the main body of the enterpriseS6cThe community environment plays an intermediary role between sports services and the supply of the main body of colleges and universitiesS6dThe community environment plays an intermediary role between the sports service and the supply of the main body of the associationS6eThe community environment plays an intermediary role between sports services and the supply of residentsTable1 shows that the direct hypothesis here is mainly the hypothesis of the relationship between the supply of sports services and the five supply entities. The indirect hypothesis is mainly the hypothesis of the relationship between the five supply entities and the community environment, as well as the community environment and sports supply.Implement a conceptual model of the influence relationship and path between the main body of sports service and service supply, as shown in Figure3.Figure 3
Supply conceptual model of sports service.The basic structure in Figure3 is used to analyze the path of influence between the supply of sports services and the main body of the service. The conceptual model is verified by a questionnaire, and the results of the questionnaire will provide theoretical support for the sports service supply model.The questionnaire set up is divided into four parts, including the basic information of the respondent, the main elements of the surveyor’s provision of sports services (18 test questions), the community environment (8 test questions), and the sports service degree of approval (3 test questions). The evaluation adopts the 5-level scoring method of the Likert scale [22], with 1–5 indicators, which represent “very disagree,” “disagree,” “general,” “agree,” and “very agree,” respectively. 209 questionnaires were distributed, and 193 valid questionnaires were recovered, with an effective rate of 92.3%. The questionnaire distribution method is a combination of online and offline. Analysis of Moment Structure 21.0 and Statistical Product and Service Solutions 26.0 data analysis tools are adopted here.The specific items of the questionnaire are shown in Table2.Table 2
Questionnaire specific items.
Latent variableIndex numberThe specific content of the topicGovernment entitiesZ1Policy guidance such as laws and regulationsZ2Financial supportZ3Build a feedback platformZ4Optimize resource allocation and coordinate conflictsThe main body of colleges and universitiesG1Provide voluntary services for sports servicesG2Provide venue and facility supportG3Provide professional guidanceG4Carry out diverse exchangesThe main body of the enterpriseQ1Provide high-quality facilitiesQ2Arrange professional guidanceQ3Provide financial supportThe main body of the associationX1Carry out several sports exchange activitiesX2Communicate with professionals in sportsX3Undertake government-entrusted sports activitiesX4Assist in responding to the needs of the massesResidentsJ1Physical exercise information and knowledge sharingJ2Facilities and equipment sharingJ3Spontaneous organization of sports activitiesThe community environmentH1Improve laws and regulations and popularize sportsmanshipH2Improve management service mechanismH3The government provides sufficient financial supportH4Obtain multiple sports resourcesH5Possesses the potential for sports developmentH6Sports service agencies are matureH7Residents can get timely feedback on problemsH8Improve the supervision systemSports service supplyT1Physical exercise needs can be met by infrastructure and sports servicesT2The supply of sports products is on the riseT3The sports service management system is perfect, and the supply organization is set up reasonablyIn the descriptive analysis of the questionnaire, basic information includes gender, age, education level, occupation, and average monthly income. Among them, the age is divided into 18 years old, 18–35 years old, 36–45 years old, 46–60 years old, and 60 years old and above; education level is divided into junior high school and below, high school or college, undergraduate, master, and doctor and above; occupations are divided into civil servants and public institutions, corporate personnel, freelancers, retirees, and others; the average monthly income is divided into 3000 yuan or less, 3000–5000 yuan, 5001–8000 yuan, 8001–10000 yuan, and 10000 yuan or more. 1–5 represent 5 divided areas.The reliability test of the scale is carried out by Cronbach’sα [23]. If the value of α is less than or equal to 0.7, the internal consistency of the scale is unacceptable. The calculation of Cronbach’s α is expressed as(1)α=kk−1·1−∑Si2ST2.In Eq. (1), k is the number of question items of the survey target, Si2 is the variance of the i-th question of all respondents, and ST2 is the variance of the sum of the answers to all the question items. Among them, the calculation of variance ST2 is as follows:(2)ST2=∑T−μ2N.In Eq. (2), T is the variable, μ is the overall mean, and N is the number of overall cases.The evaluation of the reliability of a single index uses Corrected Item-Total Correlation (CITC) and the revised item [24]. The definition of CITC is shown as follows:(3)νI,J=CovI,JvarIvarJ.In equation (3), CovI,J is the covariance and var refers to the variance, which must be greater than 0.5. When the CITC value and α value of the observed variable and the latent variable do not meet the requirements, they need to be revised or deleted [25]. Reliability analysis includes the analysis of the supplier, the community environment, and the supply of sports services.The validity analysis is carried out from the aspect of construct validity [26]. Kaiser–Meyer–Olkin (KMO) and Bartlett sphere test are used to determine whether the questionnaire data can be used for factor analysis. The specific equations of KMO and Bartlett sphere test are expressed as (4)–(6).(4)KMO=BBAA+BB.In equation (4), AA is the sum of squares of the partial correlation coefficients between the two in all variables and BB is the sum of squares of the correlation coefficients between the two in all variables. When KMO value > 0.8, the data is good.(5)X2=−n−2p+116lnR,(6)df=pp−12.Equations (5) and (6) are the calculation process of the statistics in the Bartlett test of sphericity. Among them, n is the number of data records, p is the number of variables in the factor analysis, and R is the determinant of the correlation coefficient matrix R value.The average variance extraction method (AVE) and the topic factor loading coefficient method are used to measure the convergence validity of the questionnaire data [27], and the specific expressions are shown in equations (7) and (8).(7)AVE=∑i=1nLi2n,(8)A=λ1η1,λ2η2,⋅⋅⋅,λmηm.Equation (7) is the calculation equation of the average extraction variance method. Among them, Li2 is the variance and n is the number of terms. In equation (8), λ is the eigenvalue of the correlation coefficient, η is the corresponding normalized eigenvector, and m is the number of terms. For items that require high factor loading in the measurement model, the average extraction variance should be no less than 0.5, and the combined reliability of the latent variables should be no less than 0.7. Finally, the discriminative validity analysis is performed, and the correlation coefficient between the square root factors of the average extracted variance value is used to evaluate the relationship [28]. Both the construct validity and the convergence validity are greater than 0.5, indicating that the validity is good.After the direct relationship model and the intermediary relationship model are implemented, they are evaluated. The evaluation method uses the fit of the model to check whether the fit index meets the requirements and obtain the result of the model path verification. Model testing also includes Bootstrap mediation effect testing, which mainly tests the influence relationship between the outcome variable and the antecedent variable [29, 30]. The model fitting index and the core calculation equation in Bootstrap are shown in equations (9) and (10).(9)X2=∑i=1kOi−Ti2Ti.In equation (9), k is the number of groups, O is the observation frequency, and T is the theoretical frequency.(10)X¯−tsn<μ<X¯+tsn.Equation (10) is the calculation of the confidence interval in the Bootstrap intermediary effect test. Among them, t is the degree of freedom, s is the number of observations, and X¯ is the mean.


### 2.2. The Theoretical Background of Networked Governance

The core of network governance is the equal participation of multiple subjects. Government departments, enterprises, associations, and other entities should coordinately develop and jointly assume the responsibilities as the main body of supply. The government’s responsibility in network governance is to organize resources, allocate public resources rationally, and maximize public value through the role of the relationship network of multiple subjects. Enterprises must follow the principles of market-oriented and profit-driven principles and ultimately achieve a win-win result of multiagent cooperation. Social organizations should strengthen their own social role and undertake the main body of sports services. The subjects of network governance can be divided into behavioral interaction and organizational relationships. As the core of network governance, the government is mainly responsible for promoting the realization of sports service goals and building networks from the perspective of organizational relationships. From the perspective of behavioral interaction, networked governance has changed the traditional mode of government work, making the horizontal connection between the government and social organizations and enterprises closer.Information security mechanisms and effective communication are the two cores that make networked governance work. The information security mechanism requires that the major subjects be guided by common interests, timely understand the goals and trends of other subjects, strengthen information communication, and jointly coordinate resources. The effective communication mechanism is using the embedded network environment, which ensures the benign communication between the subjects and the efficiency of the coordination and interaction process.The governance tools used in networked governance are no longer traditional norms and compulsory methods, but methods such as calling, mechanism design, etc., integrating economic and administrative methods into the field of sports service governance. The guiding ideology of networked governance of sports service supply in the study area includes “people-oriented,” multisubject coordination, and networked governance.


## 2.1. Implementation of Sports Service Supply Structure Model

The supply subjects of the study area are divided into five categories, including government, universities, enterprises, community residents, and associations, as variables in the sports service supply model, shown in Figure1.Figure 1
The main supply body of sports service.Figure1 shows that among these five main bodies, the government plays a guiding and supporting role. The enterprise also has advantages in sports services, and the business principles of the enterprise require the enterprise to continuously iterate its products and services. As the main body of providing social services and transporting talents to the society, colleges and universities radiate intelligence and human resources to the surrounding communities. As a participant of the main body of supply, the association is an innovative measure to improve the way of sports service [16]. As the main body of supply, community residents are also demanders of sports services [17].The specific content of the community environment is shown in Figure2.Figure 2
The elements of the community environment.Figure2 shows that among the three main parts of the community environment, the community political environment refers to the interactive relationship between the state and the community, and the relationship between the democratization of community politics and political construction. The process of community residents’ participation in decision-making is mainly reflected in the expectations of managers for their own roles [18]. The community development environment is the overall level of community development and innovation. The community service environment includes medical and health, cultural propaganda, traffic environment, etc. [19].Sports service supply is an important part of China’s social system and social structure. The elements of sports service supply include sports service infrastructure and service scale to meet the needs of physical exercise, the sports service management system is perfect and the supply organization is set up reasonable, and the sports service supply capacity is on the rise [20, 21].The research sets 5 direct hypotheses and 11 indirect hypotheses, as shown in Table1.Table 1
Research hypothesis.
Hypothetical typeHypothetical numberThe specific content of the hypothesisDirect hypothesesS1aSports services are significantly affected by government entitiesS2aSports services are significantly affected by the main body of the enterpriseS3aSports services are significantly affected by the main body of colleges and universitiesS4aSports services are significantly affected by the main body of the associationS5aSports services are significantly affected by residentsIndirect hypothesesS1bThe community environment is significantly affected by the governmentS2bThe community environment is significantly affected by business entitiesS3bThe community environment is significantly affected by the main body of the universityS4bThe community environment is significantly affected by the main body of the associationS5bThe community environment is significantly affected by the residentsS6Sports services are significantly affected by the community environmentS6aThe community environment plays an intermediary role between sports services and the supply of government entitiesS6bThe community environment plays an intermediary role between the sports service and the supply of the main body of the enterpriseS6cThe community environment plays an intermediary role between sports services and the supply of the main body of colleges and universitiesS6dThe community environment plays an intermediary role between the sports service and the supply of the main body of the associationS6eThe community environment plays an intermediary role between sports services and the supply of residentsTable1 shows that the direct hypothesis here is mainly the hypothesis of the relationship between the supply of sports services and the five supply entities. The indirect hypothesis is mainly the hypothesis of the relationship between the five supply entities and the community environment, as well as the community environment and sports supply.Implement a conceptual model of the influence relationship and path between the main body of sports service and service supply, as shown in Figure3.Figure 3
Supply conceptual model of sports service.The basic structure in Figure3 is used to analyze the path of influence between the supply of sports services and the main body of the service. The conceptual model is verified by a questionnaire, and the results of the questionnaire will provide theoretical support for the sports service supply model.The questionnaire set up is divided into four parts, including the basic information of the respondent, the main elements of the surveyor’s provision of sports services (18 test questions), the community environment (8 test questions), and the sports service degree of approval (3 test questions). The evaluation adopts the 5-level scoring method of the Likert scale [22], with 1–5 indicators, which represent “very disagree,” “disagree,” “general,” “agree,” and “very agree,” respectively. 209 questionnaires were distributed, and 193 valid questionnaires were recovered, with an effective rate of 92.3%. The questionnaire distribution method is a combination of online and offline. Analysis of Moment Structure 21.0 and Statistical Product and Service Solutions 26.0 data analysis tools are adopted here.The specific items of the questionnaire are shown in Table2.Table 2
Questionnaire specific items.
Latent variableIndex numberThe specific content of the topicGovernment entitiesZ1Policy guidance such as laws and regulationsZ2Financial supportZ3Build a feedback platformZ4Optimize resource allocation and coordinate conflictsThe main body of colleges and universitiesG1Provide voluntary services for sports servicesG2Provide venue and facility supportG3Provide professional guidanceG4Carry out diverse exchangesThe main body of the enterpriseQ1Provide high-quality facilitiesQ2Arrange professional guidanceQ3Provide financial supportThe main body of the associationX1Carry out several sports exchange activitiesX2Communicate with professionals in sportsX3Undertake government-entrusted sports activitiesX4Assist in responding to the needs of the massesResidentsJ1Physical exercise information and knowledge sharingJ2Facilities and equipment sharingJ3Spontaneous organization of sports activitiesThe community environmentH1Improve laws and regulations and popularize sportsmanshipH2Improve management service mechanismH3The government provides sufficient financial supportH4Obtain multiple sports resourcesH5Possesses the potential for sports developmentH6Sports service agencies are matureH7Residents can get timely feedback on problemsH8Improve the supervision systemSports service supplyT1Physical exercise needs can be met by infrastructure and sports servicesT2The supply of sports products is on the riseT3The sports service management system is perfect, and the supply organization is set up reasonablyIn the descriptive analysis of the questionnaire, basic information includes gender, age, education level, occupation, and average monthly income. Among them, the age is divided into 18 years old, 18–35 years old, 36–45 years old, 46–60 years old, and 60 years old and above; education level is divided into junior high school and below, high school or college, undergraduate, master, and doctor and above; occupations are divided into civil servants and public institutions, corporate personnel, freelancers, retirees, and others; the average monthly income is divided into 3000 yuan or less, 3000–5000 yuan, 5001–8000 yuan, 8001–10000 yuan, and 10000 yuan or more. 1–5 represent 5 divided areas.The reliability test of the scale is carried out by Cronbach’sα [23]. If the value of α is less than or equal to 0.7, the internal consistency of the scale is unacceptable. The calculation of Cronbach’s α is expressed as(1)α=kk−1·1−∑Si2ST2.In Eq. (1), k is the number of question items of the survey target, Si2 is the variance of the i-th question of all respondents, and ST2 is the variance of the sum of the answers to all the question items. Among them, the calculation of variance ST2 is as follows:(2)ST2=∑T−μ2N.In Eq. (2), T is the variable, μ is the overall mean, and N is the number of overall cases.The evaluation of the reliability of a single index uses Corrected Item-Total Correlation (CITC) and the revised item [24]. The definition of CITC is shown as follows:(3)νI,J=CovI,JvarIvarJ.In equation (3), CovI,J is the covariance and var refers to the variance, which must be greater than 0.5. When the CITC value and α value of the observed variable and the latent variable do not meet the requirements, they need to be revised or deleted [25]. Reliability analysis includes the analysis of the supplier, the community environment, and the supply of sports services.The validity analysis is carried out from the aspect of construct validity [26]. Kaiser–Meyer–Olkin (KMO) and Bartlett sphere test are used to determine whether the questionnaire data can be used for factor analysis. The specific equations of KMO and Bartlett sphere test are expressed as (4)–(6).(4)KMO=BBAA+BB.In equation (4), AA is the sum of squares of the partial correlation coefficients between the two in all variables and BB is the sum of squares of the correlation coefficients between the two in all variables. When KMO value > 0.8, the data is good.(5)X2=−n−2p+116lnR,(6)df=pp−12.Equations (5) and (6) are the calculation process of the statistics in the Bartlett test of sphericity. Among them, n is the number of data records, p is the number of variables in the factor analysis, and R is the determinant of the correlation coefficient matrix R value.The average variance extraction method (AVE) and the topic factor loading coefficient method are used to measure the convergence validity of the questionnaire data [27], and the specific expressions are shown in equations (7) and (8).(7)AVE=∑i=1nLi2n,(8)A=λ1η1,λ2η2,⋅⋅⋅,λmηm.Equation (7) is the calculation equation of the average extraction variance method. Among them, Li2 is the variance and n is the number of terms. In equation (8), λ is the eigenvalue of the correlation coefficient, η is the corresponding normalized eigenvector, and m is the number of terms. For items that require high factor loading in the measurement model, the average extraction variance should be no less than 0.5, and the combined reliability of the latent variables should be no less than 0.7. Finally, the discriminative validity analysis is performed, and the correlation coefficient between the square root factors of the average extracted variance value is used to evaluate the relationship [28]. Both the construct validity and the convergence validity are greater than 0.5, indicating that the validity is good.After the direct relationship model and the intermediary relationship model are implemented, they are evaluated. The evaluation method uses the fit of the model to check whether the fit index meets the requirements and obtain the result of the model path verification. Model testing also includes Bootstrap mediation effect testing, which mainly tests the influence relationship between the outcome variable and the antecedent variable [29, 30]. The model fitting index and the core calculation equation in Bootstrap are shown in equations (9) and (10).(9)X2=∑i=1kOi−Ti2Ti.In equation (9), k is the number of groups, O is the observation frequency, and T is the theoretical frequency.(10)X¯−tsn<μ<X¯+tsn.Equation (10) is the calculation of the confidence interval in the Bootstrap intermediary effect test. Among them, t is the degree of freedom, s is the number of observations, and X¯ is the mean.


## 2.2. The Theoretical Background of Networked Governance

The core of network governance is the equal participation of multiple subjects. Government departments, enterprises, associations, and other entities should coordinately develop and jointly assume the responsibilities as the main body of supply. The government’s responsibility in network governance is to organize resources, allocate public resources rationally, and maximize public value through the role of the relationship network of multiple subjects. Enterprises must follow the principles of market-oriented and profit-driven principles and ultimately achieve a win-win result of multiagent cooperation. Social organizations should strengthen their own social role and undertake the main body of sports services. The subjects of network governance can be divided into behavioral interaction and organizational relationships. As the core of network governance, the government is mainly responsible for promoting the realization of sports service goals and building networks from the perspective of organizational relationships. From the perspective of behavioral interaction, networked governance has changed the traditional mode of government work, making the horizontal connection between the government and social organizations and enterprises closer.Information security mechanisms and effective communication are the two cores that make networked governance work. The information security mechanism requires that the major subjects be guided by common interests, timely understand the goals and trends of other subjects, strengthen information communication, and jointly coordinate resources. The effective communication mechanism is using the embedded network environment, which ensures the benign communication between the subjects and the efficiency of the coordination and interaction process.The governance tools used in networked governance are no longer traditional norms and compulsory methods, but methods such as calling, mechanism design, etc., integrating economic and administrative methods into the field of sports service governance. The guiding ideology of networked governance of sports service supply in the study area includes “people-oriented,” multisubject coordination, and networked governance.


## 3. Analysis on the Research Results of Sports Service

### 3.1. Basic Information Descriptive Statistical Results

The proportion of male and female in this survey is shown in Table3.Table 3
Gender ratio.
OptionsNumber (person)Proportion (%)Female9549.22Male9850.78Total193100.00Table3 shows that among the 193 people who participated in the survey this time, 95 are females, accounting for 49.22%, and 98 are males, accounting for 50.78%. The number of males is slightly higher than the number of females, but the ratio of males to females is basically the same. In the number of participants in this survey, gender has no influence on the problems of this research.The specific distribution of age, education level, occupation, and average monthly income is shown in Figure4.Figure 4
Basic information distribution.In Figure4, the age distribution of the survey subjects is mainly concentrated in the 18- to 35-year-old population, and the proportion of the number of people in this range is 36.52. The 36- to 45-year-old population accounts for 32.08%. In the education level survey, the proportion of people with a high school or junior college degree is the highest. In the occupational survey, the highest proportion is enterprise personnel, that is, the number of people with an average monthly income in the range of 3000–5000 yuan has the highest proportion. The main ages of residents in the research area are 18–45 years. The education level is mainly high school or junior college, the occupation is enterprise personnel, and the average monthly income is 3000–4000 yuan. Due to the relatively young age distribution, residents in the research area have a higher degree of understanding of sports services.


### 3.2. Structural Model Analysis

Combining the previous content, it is concluded that the reliability of the scale is 0.85 > 0.7, the reliability of the latent variable combination is 0.8 > 0.7, and the KMO value is 0.9 > 0.8, indicating that the scale data is good. The construct validity is 0.58 > 0.5, the convergence validity is 0.61 > 0.5, and the reliability and validity results are all good. Therefore, the structural model can be used.A direct relationship model is constructed between the main body of the community environment supply and the supply of sports services, as shown in Figure5.Figure 5
Direct relationship model.Figure5 shows that, in the direct relationship structure model, five supply entities influence each other, and the five supply entities contain a total of 18 elements. Among them, the main body of the government is that with the widest radiation, which directly affects the main body of enterprises, universities, associations, and residents. The content of Figure 5 has yet to be verified. The content of Figure 5 will be evaluated later, and the nonconforming parts will be eliminated.The mediating effect model of the community environment is shown in Figure6.Figure 6
The model of mediating effect.Figure6 is used to test the hypothesis put forward in the previous part. The Bootstrap mediation effect test shows that the confidence intervals of the three mediation effects of government, community environment, sports service supply, colleges and universities, community environment, sports service supply, associations, community environment, and sports service attack all contain 0. Therefore, there is no mediating effect, so the assumptions S1b, S3b, and S4b are not valid, and the assumptions S6a, S6c, and S6d are deleted. The mediation effect only considers the relationship between the community environment and the main body of supply and the supply of sports services.The fit degree of Figures5 and 6 is judged, and the result is shown in Figure 7.Figure 7
The test result of fitting index.Figure7 shows that, in the direct relationship model and the mediation effect model, the 6 fitting indicators are consistent with the standard values, and no abnormal data appear. There is no mismatch in the indicators, and the data do not need to be revised. Therefore, the elements in the model are identified, and hypotheses that do not meet the requirements are deleted.The standardized path coefficients and significance levels in the structural model are shown in Table4.Table 4
Hypothetical judgments in the direct relationship.
Supply bodyStandardized path coefficientSignificant levelHypothetical judgmentGovernment0.56<0.01S1a establishedColleges0.16<0.05S3a establishedAssociation0.08<0.05S4a establishedEnterprise−0.24<0.05S2a not establishedResident−0.14<0.05S5a not establishedThe result of the hypothetical judgment in the mediation effect is as follows: the enterprise, community environment, and sports service supply are 0.29; the confidence interval does not include 0; the mediation effect value of residents, community environment, and sports service supply is 0.60; the confidence interval does not include 0. Hence, S6b and S6e are both established. In Figure6, the standardized path coefficient of the enterprise to the community environment is 0.3; the path coefficient of the residents to the community environment is 0.06; the significant level is less than 0.001, so, S2b and S5b are established.Finally, the hypothesis test results are given, as shown in Table5.Table 5
Hypothesis test results.
Hypothetical numberThe specific content of the hypothesisResultS1aSports services are significantly affected by government entitiesEstablishedS2aSports services are significantly affected by the main body of the enterpriseNot establishedS3aSports services are significantly affected by the main body of colleges and universitiesEstablishedS4aSports services are significantly affected by the main body of the associationEstablishedS5aSports services are significantly affected by residentsNot establishedS1bThe community environment is significantly affected by the governmentDeleteS2bThe community environment is significantly affected by business entitiesEstablishedS3bThe community environment is significantly affected by the main body of the universityDeleteS4bThe community environment is significantly affected by the main body of the associationDeleteS5bThe community environment is significantly affected by the residentsEstablishedS6Sports services are significantly affected by the community environmentEstablishedS6aThe community environment plays an intermediary role between sports services and the supply of government entitiesNot establishedS6bThe community environment plays an intermediary role between the sports service and the supply of the main body of the enterpriseEstablishedS6cThe community environment plays an intermediary role between sports services and the supply of the main body of colleges and universitiesNot establishedS6dThe community environment plays an intermediary role between the sports service and the supply of the main body of the associationNot establishedS6eThe community environment plays an intermediary role between sports services and the supply of residentsEstablished


### 3.3. Analysis of Optimization Results of Networked Governance Model

The networked governance model is shown in Figure8.Figure 8
Optimization results of networked governance.Figure8 suggests the following: (1) At present, the task of optimizing the networked governance model in the research area is to transform the leading role of the government and to give full play to the government’s overall responsibility. Diversified and autonomous sports service supply is the current trend. In addition to the government, enterprises, universities, associations, and residents enter the field of sports services as important supplementary forces, which can solve the problem of the lack of professional talents in the government departments of the research area. (2) Supporting and cultivating social forces and maximizing the synergy can deal with the problem of insufficient sports services in the research area. The government should strictly access standards, cultivate social supply entities, and continuously optimize the supply structure of sports services in the research area. The division of powers and responsibilities in the market should give full play to the synergy of themes. (3) Supply links should be continuously improved, interaction between subjects should be continuously enhanced, and communication barriers should be broken. For example, the government achieves direct supply through policy guidance to sports service areas. Intermediate links between market entities should be reduced, supply efficiency should be improved, Internet resources should be effectively used, and complete efficient supply. (4) The role of the community environment should be maximized. S6b and S6e show that the community environment plays an intermediary role. This requires reasonable planning and simplification of the supply process in networked governance. (5) The main body should pay more attention to improving the communication mechanism. The degree of informatization should be improved, and the supply risk should be avoided in time. (6) The government plays a supervisory function and establishes an information security mechanism to provide guarantees for information security. The government should regulate the main access mechanism of the information system. (7) Information sharing tools should be used rationally, and information delivery systems should be established. (8) Network management should be promoted. Use networked management tools to connect the entire supply process and guide residents to actively participate in networked management.


## 3.1. Basic Information Descriptive Statistical Results

The proportion of male and female in this survey is shown in Table3.Table 3
Gender ratio.
OptionsNumber (person)Proportion (%)Female9549.22Male9850.78Total193100.00Table3 shows that among the 193 people who participated in the survey this time, 95 are females, accounting for 49.22%, and 98 are males, accounting for 50.78%. The number of males is slightly higher than the number of females, but the ratio of males to females is basically the same. In the number of participants in this survey, gender has no influence on the problems of this research.The specific distribution of age, education level, occupation, and average monthly income is shown in Figure4.Figure 4
Basic information distribution.In Figure4, the age distribution of the survey subjects is mainly concentrated in the 18- to 35-year-old population, and the proportion of the number of people in this range is 36.52. The 36- to 45-year-old population accounts for 32.08%. In the education level survey, the proportion of people with a high school or junior college degree is the highest. In the occupational survey, the highest proportion is enterprise personnel, that is, the number of people with an average monthly income in the range of 3000–5000 yuan has the highest proportion. The main ages of residents in the research area are 18–45 years. The education level is mainly high school or junior college, the occupation is enterprise personnel, and the average monthly income is 3000–4000 yuan. Due to the relatively young age distribution, residents in the research area have a higher degree of understanding of sports services.


## 3.2. Structural Model Analysis

Combining the previous content, it is concluded that the reliability of the scale is 0.85 > 0.7, the reliability of the latent variable combination is 0.8 > 0.7, and the KMO value is 0.9 > 0.8, indicating that the scale data is good. The construct validity is 0.58 > 0.5, the convergence validity is 0.61 > 0.5, and the reliability and validity results are all good. Therefore, the structural model can be used.A direct relationship model is constructed between the main body of the community environment supply and the supply of sports services, as shown in Figure5.Figure 5
Direct relationship model.Figure5 shows that, in the direct relationship structure model, five supply entities influence each other, and the five supply entities contain a total of 18 elements. Among them, the main body of the government is that with the widest radiation, which directly affects the main body of enterprises, universities, associations, and residents. The content of Figure 5 has yet to be verified. The content of Figure 5 will be evaluated later, and the nonconforming parts will be eliminated.The mediating effect model of the community environment is shown in Figure6.Figure 6
The model of mediating effect.Figure6 is used to test the hypothesis put forward in the previous part. The Bootstrap mediation effect test shows that the confidence intervals of the three mediation effects of government, community environment, sports service supply, colleges and universities, community environment, sports service supply, associations, community environment, and sports service attack all contain 0. Therefore, there is no mediating effect, so the assumptions S1b, S3b, and S4b are not valid, and the assumptions S6a, S6c, and S6d are deleted. The mediation effect only considers the relationship between the community environment and the main body of supply and the supply of sports services.The fit degree of Figures5 and 6 is judged, and the result is shown in Figure 7.Figure 7
The test result of fitting index.Figure7 shows that, in the direct relationship model and the mediation effect model, the 6 fitting indicators are consistent with the standard values, and no abnormal data appear. There is no mismatch in the indicators, and the data do not need to be revised. Therefore, the elements in the model are identified, and hypotheses that do not meet the requirements are deleted.The standardized path coefficients and significance levels in the structural model are shown in Table4.Table 4
Hypothetical judgments in the direct relationship.
Supply bodyStandardized path coefficientSignificant levelHypothetical judgmentGovernment0.56<0.01S1a establishedColleges0.16<0.05S3a establishedAssociation0.08<0.05S4a establishedEnterprise−0.24<0.05S2a not establishedResident−0.14<0.05S5a not establishedThe result of the hypothetical judgment in the mediation effect is as follows: the enterprise, community environment, and sports service supply are 0.29; the confidence interval does not include 0; the mediation effect value of residents, community environment, and sports service supply is 0.60; the confidence interval does not include 0. Hence, S6b and S6e are both established. In Figure6, the standardized path coefficient of the enterprise to the community environment is 0.3; the path coefficient of the residents to the community environment is 0.06; the significant level is less than 0.001, so, S2b and S5b are established.Finally, the hypothesis test results are given, as shown in Table5.Table 5
Hypothesis test results.
Hypothetical numberThe specific content of the hypothesisResultS1aSports services are significantly affected by government entitiesEstablishedS2aSports services are significantly affected by the main body of the enterpriseNot establishedS3aSports services are significantly affected by the main body of colleges and universitiesEstablishedS4aSports services are significantly affected by the main body of the associationEstablishedS5aSports services are significantly affected by residentsNot establishedS1bThe community environment is significantly affected by the governmentDeleteS2bThe community environment is significantly affected by business entitiesEstablishedS3bThe community environment is significantly affected by the main body of the universityDeleteS4bThe community environment is significantly affected by the main body of the associationDeleteS5bThe community environment is significantly affected by the residentsEstablishedS6Sports services are significantly affected by the community environmentEstablishedS6aThe community environment plays an intermediary role between sports services and the supply of government entitiesNot establishedS6bThe community environment plays an intermediary role between the sports service and the supply of the main body of the enterpriseEstablishedS6cThe community environment plays an intermediary role between sports services and the supply of the main body of colleges and universitiesNot establishedS6dThe community environment plays an intermediary role between the sports service and the supply of the main body of the associationNot establishedS6eThe community environment plays an intermediary role between sports services and the supply of residentsEstablished


## 3.3. Analysis of Optimization Results of Networked Governance Model

The networked governance model is shown in Figure8.Figure 8
Optimization results of networked governance.Figure8 suggests the following: (1) At present, the task of optimizing the networked governance model in the research area is to transform the leading role of the government and to give full play to the government’s overall responsibility. Diversified and autonomous sports service supply is the current trend. In addition to the government, enterprises, universities, associations, and residents enter the field of sports services as important supplementary forces, which can solve the problem of the lack of professional talents in the government departments of the research area. (2) Supporting and cultivating social forces and maximizing the synergy can deal with the problem of insufficient sports services in the research area. The government should strictly access standards, cultivate social supply entities, and continuously optimize the supply structure of sports services in the research area. The division of powers and responsibilities in the market should give full play to the synergy of themes. (3) Supply links should be continuously improved, interaction between subjects should be continuously enhanced, and communication barriers should be broken. For example, the government achieves direct supply through policy guidance to sports service areas. Intermediate links between market entities should be reduced, supply efficiency should be improved, Internet resources should be effectively used, and complete efficient supply. (4) The role of the community environment should be maximized. S6b and S6e show that the community environment plays an intermediary role. This requires reasonable planning and simplification of the supply process in networked governance. (5) The main body should pay more attention to improving the communication mechanism. The degree of informatization should be improved, and the supply risk should be avoided in time. (6) The government plays a supervisory function and establishes an information security mechanism to provide guarantees for information security. The government should regulate the main access mechanism of the information system. (7) Information sharing tools should be used rationally, and information delivery systems should be established. (8) Network management should be promoted. Use networked management tools to connect the entire supply process and guide residents to actively participate in networked management.


## 4. Conclusions

Through the introduction of the background of networked governance, the supply strategy of sports services is analyzed. Since the supply problem, the networked governance model of the complex system under the sports service has been optimized. The results show that the government, universities, associations, and societies have a direct and positive impact on the supply of sports services. Enterprises and residents have little impact on the supply of sports services, but they have a positive effect on the community environment. The community environment promotes the supply of sports services and plays an intermediary role. Network governance should focus on the participation of multiple subjects, change the leading role of the government, break down the communication barriers between subjects, and establish an efficient communication mechanism and information sharing system. There are still deficiencies in the research. In determining the subject, due to the sample size, there may be other subjects that have not been taken into consideration. Subsequent research will analyze this part of the content in depth. Scientific governance is provided with a new possibility. The proposed networked governance model provides a greater space for autonomy in public sports services. It advocates the vigorous development of community nongovernmental organizations, stimulates the enthusiasm of community residents to participate, and ultimately promotes diversified network governance to achieve diversified participation and joint construction. The research provides a certain reference for the networked governance of sports services in the study area.



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*Source: 6224678-2021-12-22.xml*