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19 March 2020

Challenges to the Promotion of Employee-Driven Innovation in State-Owned Enterprises: Two Cases from the Automotive Sector in China

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School of Public Policy and Management, Tsinghua University, Beijing 100084, China
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Abstract

Employee-driven innovations (EDIs) are increasingly regarded as one of main source of innovation and sustainable competitive advantage, yet many studies indicate that EDIs are often undervalued in state-owned enterprises (SOEs) in China. It remains unclear what the challenges are to the promotion of EDIs in SOEs and how these challenges could be addressed with well-designed managerial practices such as a suggestion system. This study aims to address this research gap by studying two SOEs in the Chinese automotive industry using the multiple-case study method. A total of 12 respondents from the two SOEs have been interviewed as part of a four-year research project. On the basis of the analysis of two cases, it is found that SOEs that appointed a top-manager with firm-specific knowledge and long-term tenure successfully promoted EDIs with a well-designed supporting suggestion system in place. Conversely, the SOEs that appointed a top-manager with little firm-specific knowledge and short-term tenure have not successfully promoted EDIs and its suggestion system is also poorly designed. In conclusion, outsider control and short-term tenure of top manager are two major challenges to promote EDIs in SOEs. This study contributes to the literature by identifying the potential challenges of introducing EDIs and relevant practices in SOEs in China.

1. Introduction

Employee-driven innovations (EDIs) are increasingly regarded as one of the main sources of innovation and sustainable competitive advantage due to lessons learned from world leading firms such as Google, Apple, and Toyota [1,2]. Recently, EDIs have been found that promote eco-friendly innovations in firms, which contributes to the development of firms’ sustainable competitive advantage [3,4].
Existing empirical studies related to EDIs have mainly focused on two aspects, including: (1) characteristics of employees, such as motivation from perceived well-being and interactional justice [5] and self-efficacy of employees [6] and (2) characteristics of organizations, such as leadership behavior [7], and use of team works [8]. However, these studies have been confined to investigate impact factors of EDIs at the functional level within firms, such as how certain human resource management (HRM) [9,10,11] and operations management (OM) [12] practices that could promote the EDIs performance. Little of them acknowledge the fact that the proposed HRM and OM practices are all heavily impacted by decision and preference of top managers of firms, to be more specific, by their perceptions towards the value of EDIs, and their willingness to allocate resources to support EDIs.
Regardless the impact of personal characteristics and leadership style of top managers on EDIs [7,13], their decision making is also heavily influenced by the firm’s corporate governance, i.e., how firms are owned and controlled [14,15]. A firm’s corporate governance has a significant impact on decision making of managers, and thus poses many challenges to the promotion of EDIs in firms. For instance, the characteristics of a firm’s corporate governance is highly likely to impact the design and implementation of EDI-related practices that, consequently, influence the effectiveness of the EDIs [16].
Amongst many types of firm’s ownership, state ownership is currently the most controversial one due to perceived poor innovation capability of state-owned enterprises (SOEs) [17]. Using China as an example, where SOEs play central roles in many strategically important sectors, it has been found that innovation activities in SOEs are often managed in a top-down fashion, thus making the implementation of bottom-up-styled EDIs particularly challenging [18,19,20].
As an important source of innovation, not having EDIs would certainly constrain the innovation capability of SOEs. Since SOEs in China dominate many sectors, such as energy and mining, improving their innovation capability would certainly promote the waste reduction and change of unsustainable consumption and production patterns of these sectors. Thus, it is curial to investigate how to promote EDIs in SOEs to improve their innovation capability at this stage.
Unfortunately, employees’ engagement in innovation activities are commonly undervalued by managers in China’s SOEs across many sectors [21,22]. There are many challenges that need to be addressed before EDIs can be successfully implemented in SOEs. However, existing the literature fails to address this topic adequately.
This study aims to address this research gap by addressing the following research questions:
RQ1 What are the challenges to promote EDIs in China’s SOEs from corporate governance perspective?
RQ2 How to address these challenges with appropriately designed practices?
By addressing research questions, this study aims to identify challenges to the promotion of EDIs in SOEs from a corporate governance perspective and showcase some appropriately designed managerial practices that could address these challenges.
This study employs a multiple-case research design [23] that aims to develop an in-depth understanding of how the challenges, as discussed above, could be addressed. Two representative cases are selected from the Chinese automotive sector. Top managers and middle managers in the two SOEs were interviewed between August 2015 and February 2016 as part of a four-year research project. Due to a confidentiality agreement made during the project, in this study, their names are replaced by Case A and B to protect their interests.
Section 2 of this paper includes a discussion of relevant literature on EDIs and how corporate governance could pose challenges to promote EDIs in SOEs. Section 3 includes a discussion of the research methodology used to collect and analyses data. Section 4 outlines the analysis of cases. Section 5 provides the findings in relation to the existing literature. Section 6 presents conclusions and makes suggestions for future research.

3. Materials and Methods

This research chose to use multiple-case study research to analyze research questions according to prior studies [23]. The case study method is great for studying topics that have not been extensively explored before. Yin [23] (p. 18) defines the case study method as “an empirical inquiry that investigates a contemporary phenomenon within its real-life context, especially when the boundaries between phenomenon and context are not clearly evident.” In the context of this study, the first research question aims to identify some challenges to promote EDIs in China’s SOEs from the corporate governance perspective in order to raise the awareness of this problem among scholars and industrial practitioners. The difficulty of promoting EDIs in SOEs is a contemporary phenomenon in real-life, overlooked in existing literatures, and thus requiring exploratory study to address this research gap. The second research question is to investigate how the identified challenges could be solved by appropriately designed management practices so that some insights about good practices in promoting EDIs in SOEs could be produced.
Theoretical sampling is used in this study as it helps identify patterns and relationships between constructs when purposely selecting cases with possible contrasting outcomes [61]. Therefore, in this study, we select two SOEs from the same sector but having different innovation performances in order to compare two cases at the data analysis stage.

3.1. Case Selection

After selecting from several available cases, two cases were selected as follows: One is an example of a poorly performing SOEs and another is an example of a good performing SOEs, in China [62]. They have very similar background in terms of sector and the form of ownership making them comparable in this study. Case A is a traditional SOE that has poor innovation performance, thus, EDIs are expected to be poorly promoted, in this firm. By studying Case A, some challenges to EDIs in SOEs could be identified and analyzed. Conversely, Case B is a market leader who is also a SOE but has good innovation performance, and thus are expected to have effective practices promoting EDIs. This case is selected to contrast with Case A aiming to produce lessons about how challenges to EDIs could be managed from a successful case. In total, two contrasting SOEs in China’s automotive sector that have different innovation performances are selected to address research questions in this study.
Although the case study method is appropriate to address research questions in this study, the authors acknowledge the limitations of using this method. First, this study does not intent to produce results that are widely generalizable in other contexts. This study aims to only shed light on a real-life contemporary phenomenon by sharing some insights produced by studying two representative cases. Secondly, this study does not aim to identify all the possible challenges to the promotion of EDIs in SOEs, since only two cases has been studied. However, as an early attempt to investigate the problem starting with two cases, this study raises the awareness of this problem and lays the first block for following research to build upon. Third, this study does not plan to claim causal relationship between challenges identified and the success in promotion of EDIs in the SOEs studied. However, based on the discussion of existing literature and the logical analysis of case data, we propose a correlation between challenges identified and the success in promotion of EDIs. Such a correlation could be later confirmed as a causal relationship in another quantitative study, but this is out of the scope of this study.

3.2. Data Collection and Triangulation

Twelve in-depth semi-structured interviews were conducted between late 2015 and early 2016 as a part of a four-year research project. Twelve respondents were mainly high and mid-level managers in charge of R&D, quality management, and HRM, as well as some ordinary employees (see Appendix A for a summary of respondents). High-level managers were interviewed because they are responsible for making decisions on the design and use of managerial practices to support EDIs. Mid-level managers were interviewed because they would have more experience with the operation EDIs related practices.
Interviews with ordinary employees are very difficult in the Chinese context, especially in SOEs as they are often very bureaucratic. In our previous projects, many low-level employees have been given specific transcripts by their supervisor during the interviews so that employees cannot express their own opinions. Interview employees of SOEs covertly bypassing their managers could potentially cause harm to the personal interests of employees, and even jeopardizing their career. Therefore, in consideration of research ethics, ordinary employees were only interviewed when granted permission by their managers. Because of the limited access to ordinary employees, their responds are mainly used to verify and supplement the information provided by managers.
Although ordinary employees were not widely interviewed in this research, information provided by mangers was sufficient for identifying challenges to the promotion of EDIs in their firms, and to understand how appropriate management practices are designed to support the EDIs in their firm.
Interview guidance was provided to interviewees a week prior to the interviews to allow interviewees to gather necessary information for answering questions. Each interview last between 1 and 1.5 hours. All interview transcripts were translated by the researchers. Translation were double checked by multilinguistic members of faculty and international students.
Yin [23] (p. 116) proposed using “triangulation” as a method to verify findings from case studies by collecting data from multiple sources. This research triangulates the research results in three main ways.
First, this research interviewed multiple respondents in each case to eliminate bias in the interview data [63]. Multiple interviewees were interviewed in each of the firms studied which allowed the researcher to compare the information provided by one interviewee with what was provided by others. Only the information that was not in conflict with what was provided by other interviewees was used for further data analysis, and the generation of findings.
Second, the researcher asked questions on the detailed implementation of EDI-related practices to avoid false information being given by interviewees. For example, when asking whether a firm has adopted a working suggestion system, questions were selected to ask very specific details including, which part of the workforce was involved in this system; how suggestions were collected from the shop floor workers; how often could employees proposed suggestions; what types of suggestion were expected from workers; who was responsible for assessing the usefulness of the suggestions; what was the background of the people who assessed the suggestions; how were good suggestions rewarded, and so on. These detailed questions allowed the researcher to know whether interviewees were telling the truth about what was really happening, or if they simply wanted to look good in public.
Lastly, data from different sources was used in this research [64]. The researcher collected a significant amount of secondary data from online news, the company’s website, annual reports, documentaries, archives, and so on (for a list of secondary data collected, please refer to Table 1). Moreover, the firm’s internal documentation such as internal reports, internal newspapers, etc. were also acquired when permitted. These secondary data were selected as they contain information that helps the researcher to understand the history of the company in question, to explore how EDI related practices are implemented in the firm, and to validate the information provided by the interviewees. Thus, these data play a crucial role in the process of data analysis, especially in addressing research question two (RQ2) by providing details on the design and operation of managerial practices.
Table 1. List of secondary data collected.

4. Case Analysis

In this section, data collected from the two contrasting cases selected from China’s automotive sector are analyzed. At the beginning of each case analysis, a brief introduction of the case is provided. Then, the challenge of outsider control and short-term tenure of top managers are analyzed, followed by a detailed study of a firm’s design and operation of suggestion system. It is worthwhile to note that the top manager in this study refers to the chairman of the board of shareholders who oversees the daily operation of SOEs.

4.1. Case A

Case A is a large diesel engine manufacturer based in Northern China, founded in the 1950s, supplying mainly to manufacturers of heavy-duty special vehicles and mobile emergency generators in the domestic market. It has about 5000 employees. Case A is a full subsidiary of a large SOE group fully owned by the state-owned assets supervision and administration commission (SASAC).
Case A is at the transformational stage between its former and present chairman at the time of interviews, in early 2016. The new chairman was appointed directly by the SASAC from outside, so he had never worked in Case A or the parent company before. The VP of Case A stated that: “… our new Chairman was a secretary of the governor of a province. He has not worked in this (automotive) sector before. …he is a total layman (person not knowing the technology) selected by our parent company or even by central SASAC directly from outside of our system (central SOEs in automotive sector) …(A-VP)”. Therefore, because the new Chairman had never worked in this SOE, he was considered as an outsider who did not have sufficient firm-specific knowledge. Thus, he was not expected to appreciate EDIs.
As mentioned above, the current top manager of Case A had just been appointed by the parent company on behalf of the SASAC in early 2016. Thus, he had only worked in Case A for one year. It is unclear whether he would stay with long-term tenure or not as it is solely up to the plans of the SASAC. However, based on the experience from their former chairman, who had only worked for five years, the tenure of the current Chairman was unlikely to be long. Therefore, the level of incentive of the chairman in Case A to promote EDIs was likely to be low.
In Case A, the firm had implemented a suggestion system labelled Suggestion Scheme aiming to collect suggestions from employees since 2012 (see Appendix B for the structure of this suggestion system). As a SOE, their initiative to adopt the suggestion system derived from the instruction issued by the SASAC.
The Suggestion Scheme of Case A was an event-like program which ran once a year lasting around a month. It was managed by mid-level managers at the department level. Mid-managers collected suggestions from employees in their departments once a year and selected good suggestions to report to the high-level managers.
Employees participated in the Suggestion Scheme on a voluntary basis. Each suggestion was rewarded with 5 RMB. At the end of the Suggestion Scheme every year, the top five suggestions were selected by high-level management and given financial rewards. The financial reward for the top five suggestions varied every year, but on average it was approximately 800 RMB.
However, the suggestion system in Case A was not very effective in promoting EDIs. According to the interviewees, the suggestion system in Case A lacked management support. Lack of management support made low-level employees fear that offering suggestions to higher level managers would upset their direct supervisors and lead to some form of punishment. One CNC worker reports that: “I normally just report it [suggestions] to my master because it is a terrible thing to report something to higher level management without telling your direct superiors. … This will make my superiors unhappy, so will make me miserable later on… (A-CNC)”. This indicates that the high-level managers do not show strong support to employees who propose suggestions directly to them. In addition, the responses from this interviewee indicate that proposing suggestions that bypass their direct supervisor is deemed unacceptable in Case A. In addition, the suggestion system was only open once a year, which is unlikely to make a real impact on EDIs.
From the analysis of Case A, it is evident that the firm is controlled by an outsider with perceived short-term tenure. In addition, from the details of the suggestion system employed in the Case A, EDIs are unlikely to be supported by such a system. Therefore, the two potential challenges identified in literature are confirmed in the case A.

4.2. Case B

Case B is a large commercial vehicle manufacturer based in Beijing founded in 1996. It has nearly 40,000 employees in subsidiaries located across nine provinces in China. This firm is majority-owned by Beijing SASAC. It is specialized in producing medium and heavy-duty trucks, vans, special vehicles, and renewable energy commercial vehicles running on Li-ion batteries.
The current chairman of Case B has been in this position since 2002 and was appointed directly by the Beijing SASAC. So, he has worked in the same company and same position for nearly 15 years. This is a considerably long tenure for a top manager in China’s SOEs as compared with the traditional tenure of four to five years noted in the literature [22].
At the time he was appointed, he did not have any formal education within the automotive industry. However, before he was appointed as the chairman, he had worked very closely with Case B during his previous job as a government official who was responsible for developing industrial policies for the local automotive industry. It was noted by a vice president (VP) of Case B that “… His job was a government official in our local government who was responsible for developing local industrial policies. … He worked intensively with our company to develop competitiveness of the local automotive industry… planned strategically by local government. … Since our parent company is the only SOE [large corporate group] in the local automotive sector, he worked closely with our company to work out ways to improve production capability and product quality [of commercial vehicles]. … He was acting as a bridge connecting our company with the local government to apply for necessary capital…(B-VP)”.
Therefore, the chairman of Case B is considered as having in-depth, firm-specific knowledge. This was because the current chairman had opportunities to develop some firm-specific knowledge before being appointed. Furthermore, the current Chairman had nearly 15 years of work experience in Case B at the time of being interviewed. Therefore, he was expected to understand and appreciate low-visibility innovation activities at the shop floor such as EDIs.
The suggestion system of Case B was introduced around 2010 as part of the introduction of the Toyota Production System (TPS) (see Appendix C for the structure of this suggestion system). They invested nearly 1 million RMB in hiring a professional management consulting company from Japan to design the TPS for them. To manage the suggestion systems in Case B, they established a Product Creation Committee at the company level that was specifically responsible for collecting, evaluating, and implementing suggestions made by employees. This committee was comprised of permanent members of staff including the CEO, vice presidents, and senior level engineers, along with temporary staff members including technological experts from different departments, and experts from universities and other external organizations. Therefore, such a committee had both firm-specific and industry-specific expertise when evaluating suggestions from employees.
Their suggestion system had two main parts, namely the Kaizen Idea Programme and the Kaizen Team Programme, both managed by a Product Creation Committee at the company level.
The first part was called the Kaizen Idea Programme which collected work-related suggestions from all employees aiming to improve work efficiency by making incremental changes to the work processes.
The system was designed to allow employee participation in the system on a voluntary basis. However, the involvement of employees in this program was very low because of a lack of a company-wide culture to encourage proposing suggestions to higher level managers, which was a similar problem to the one faced by Case A.
Thus, in 2011, Case B changed the system to become a compulsory program that all employees, including managers, must propose a certain number of work-related suggestions to the Kaizen Idea Programme every year. This program ran throughout the year so that employees could make their suggestions at any time. According to the VP “… everyone was asked to make five suggestions related to their job. … Those suggestions will be proposed directly to our committee [Product Creation Committee] through our online system so that other managers cannot manipulate their subordinates in this [suggestion making].” (A-VP)
Therefore, with a compulsory suggestion system, the involvement of employees in making suggestions has improved dramatically. However, a compulsory system cannot guarantee the quality of suggestions made by employees. Thus, Case B introduced an incentive mechanism to reward good suggestions with greater financial rewards. High quality practical suggestions were selected by the Product Creation Committee every year, and awards varying from 2000 to 5000 RMB were given to each good suggestion. The average salary of a shop floor worker in Case B was around 4000 RMB. Thus, the amount of financial reward was high enough to motivate employees to make high-quality suggestions.
It was noted by the Head of Production department that “the quality of suggestion (Kaizen Idea) and projects (Kaizen Teams) has improved dramatically in last few years. I think it is because we have gradually developed a culture in our company that encourages them [the shop floor workers] to make suggestions and improve their work. … I feel that proposing ideas to managers is very common among our workers now.” (B-HoP)
The second part was the Kaizen Team Programme, which allowed employees to form small project teams on a voluntary basis to solve any complex technological problems they choose. The Kaizen teams needed to first register their projects with the Product Creation Committee. After the committee had approved their projects, they were able to apply for resources and working hours to work on their projects. If the project successfully solved challenging technological problems, the company rewarded them financially. The amount of reward ranged from 5000 to 20,000 RMB to each team member. Furthermore, Case B allowed the Kaizen teams to patent their outcomes privately. Then, the company would purchase the patents from the employees at market value. This mechanism allowed employees to be well compensated if they develop innovative solutions to challenging technological problems.
From the analysis of Case B, it is evident that the firm does not have the issue of outsider control and short-term tenure of top managers. In addition, from the operational detail of their suggestion system, it is easy to conclude that EDIs are well supported by such a system in the Case B.

5. Findings and Discussions

From the analysis of two contrasting cases, the following two challenges to the promotion of EDIs in SOEs from the corporate governance perspective have been identified: First, the outsider control of the firm and, second, the short-term tenure of top managers. The top manager of Case A was appointed from outside of the SOEs and had no expertise in automotive technologies before, and therefore was unlikely to appreciate EDIs in the development of the firm’s innovation capability. In addition, because the top manager had been appointed with a short-term tenure around four to five years, he was not expected to plan for the long-term development of the firm. Therefore, very limited resources were allocated to reward employees after they had submitted suggestions to the suggestion system in Case A. These findings are in line with the existing literature on SOEs in China [46,47,50] that outsider top managers tend to undervalue low-visibility innovation activities at the shop floor.
In addition, submitting suggestions bypassing direct supervisors was considered as inappropriate in the Case A’s culture, thus employees were reluctant to propose suggestions. This phenomenon has been noted by Child [65], who suggested that mid-level managers consider being bypassed as undermining their management authority. Given this, the EDI is highly unlikely to be successfully promoted in Case A, thus, unable to contribute to the development of the firm’s innovation capability.
Interestingly, although Case B is also a SOEs, it has managed to take full advantage of EDIs in developing their innovation capability. From the analysis of Case B, it was found that the top-manager of the firm had rich firm-specific knowledge as he had worked as the chairman of the same SOEs for over 15 years. In addition, he had worked closely with Case B when he was a government official who managed industrial policy for automotive industry in the local government. Therefore, very different from what has been proposed in the existing literature [46,47,50], Case A had appointed an insider as the top manager with long-term tenure. This finding suggests that not all of China’s SOEs are managed in the same way form the corporate governance point of view, which the existing literature has so far failed to acknowledge.
From the operational details of Case B’s suggestion system, it is evident to observe that Case B has invested heavily in the design and operation of this system. One of distinctive feature of Case B’s suggestion system is that it allows employees to patent their innovation and sell it back to Case B at market price. This would cost Case B a great fortune when motivating employees to engage in innovation activities.
Case B had a similar problem to Case A in that employees were unwilling to submit suggestions at the beginning. Thus, Case B changed its suggestion system from a voluntary one to a compulsory one which required all employees (including managers) to submit a certain number of suggestions annually. By doing this, the issue of employee’s disengagement to the suggestion system has been solved. Moreover, a culture that encourages proposing and accepting suggestions has been built. Consequently, submitting suggestions bypassing direct supervisors are no longer an inappropriate action in Case B.
Form the analysis of Case B, it shows that the challenges to EDIs in SOEs have been successfully addressed by appointing a top manager with firm-specific knowledge for a long-term tenure. In this way, EDIs can be effectively promoted in the SOE and contribute to the firm’s development of innovation capability. Additionally, EDIs can still be successfully promoted in SOEs that have an outsider as the top manager who has short-term tenures, such as the lessons learned from Case B, in which a well-designed and heavily-rewarded suggestion system could greatly promote the EDIs.

6. Conclusions

This study aimed to study the challenges of promoting EDIs in SOEs from the corporate governance perspective, and how these challenges could be addressed with well-designed managerial practices that support EDIs. By reviewing literature and empirically verify propositions based on multiple-case studies, two challenges have been identified which include (1) the outsider control of SOEs and (2) the short-term tenure of top managers in SOEs. By studying two contrasting cases selected from the Chinese automotive industry, several good practices have been found to address these two challenges, and to facilitate EDIs using well-designed suggestion systems.
On the basis of the results from two cases studied, we found that the SOE that had been appointed an outsider as the top manager did not have successfully promoted EDIs. Conversely, the SOE that had an insider as the top manager had successfully promoted EDIs. Moreover, the SOE that had top managers with short-term tenure did not have successfully promoted EDIs. On the contrary, the SOE that had top managers with long-term tenure had successfully promoted EDIs. By successfully promoted EDIs, it refers to EDIs that are well supported in SOEs, and thus can contribute to the development of innovation and the sustainable competitive advantage of firms.
This study contributes to our knowledge by identifying two challenges to the promotion of EDIs in SOEs from the corporate governance perspective base on studying two cases selected from China’s automotive sector. In addition, we found that SOEs in China are not managed in the same way by the SASAC. Some SOEs appoint industrial experts as top managers for long-term tenures.
In terms of practical contributions, several good practices for designing working suggestion systems have been found from the case analysis such as allowing employees to patent their innovation and sell it back to their firm, and making the suggestion system a compulsory one at the beginning to build the culture first. These findings could provide insights to academics in the field of EDI studies, and to industrial practitioners who intended to also promote EDIs.
Although this research has successfully addressed the research questions, this research has several limitations. Therefore, several recommendations for future research are proposed below.
First, this research has only studied two SOEs in China’s automotive sector, therefore, it could only provide some insights on the challenges to the promotion of EDIs in SOEs and how these challenges could be addressed with managerial practices. As suggested in the earlier literature [66,67,68,69], the foundation of innovation is interactive learning and creative problem solving amongst employees. Thus, EDIs could certainly play a critical role in other sectors, particularly in other engineering sectors that rely on a similar knowledge base to the automotive industry.
Future research could study challenges to promote EDIs in SOEs in other engineering sectors. Especially, attention should be paid to mid-high-tech sectors as they rely on both formal R&D and EDIs to develop innovation capability.
Second, as mentioned in Section 3.1, this research uses the multiple-case study method, and thus we are unable to produce conclusions that are widely generalizable in other contexts. Therefore, quantitative studies are recommended in future research to investigate the casual relationship between challenges and EDIs in SOEs.
Third, we only studied SOEs in China where SOEs are still playing dominant roles in some industries. The lessons learned from this research could also provide some insights to other countries where the SOEs also plays a significant role in the market. The management of SOEs by the state is not necessarily the same across other countries. Therefore, future research that studies EDIs in SOEs in other countries would be particularly welcomed.
Lastly, as discussed in Section 3.2, the authors had limited access to interview employees. Since this study aimed to study the EDI from the corporate governance perspective, information provided by managers was sufficient and appropriate to address the research questions. However, this study is merely an early attempt to identify some of the challenges to the promotion of EDIs in SOEs, and to motivate future studies around this topic. Using data collected from ordinary employees would be particularly encouraged in future research and would be more likely to produce operationalizable insights to help industrial practitioners address the challenges.

Author Contributions

Conceptualization, Z.M.; methodology, Z.M.; validation, H.J. and Z.M.; formal analysis, Z.M.; investigation, Z.M. and H.J.; data curation, Z.M. and H.J.; writing—original draft preparation, Z.M.; supervision, H.J.; project administration, Z.M.; funding acquisition, Z.M., H.J. All authors have read and agreed to the published version of the manuscript.

Funding

This research is supported by the National Natural Science Foundation of China (71974107, 91646102, L1824039, L1724034, L1624045, L1524015), the MOE (Ministry of Education in China) Project of Humanities and Social Sciences (Engineering and Technology Talent Cultivation) (16JDGC011).

Conflicts of Interest

The authors declare no conflict of interest.

Appendix A

Table A1. Summary of respondent and coding cited in the main text.

Appendix B

Figure A1. Structure of the suggestion system in Case A.

Appendix C

Figure A2. Structure of the suggestion system in Case B.

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