Shaoming Cheng’s research while affiliated with Florida International University and other places

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Publications (33)


Policy Imitation Based on Similarities: The Diffusion of Public–Private Partnerships
  • Article

January 2025

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4 Reads

Public Administration and Development

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Shaoming Cheng

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Policy imitation likely occurs among similar jurisdictions. The extant literature primarily focuses on geographic proximity or ideological congruence, while overlooking multifaceted similarities in the diffusion of public policies. This study explores the adoption and spread of public–private partnerships (PPP) across China's cities, specifically examining the extent to which three distinctive similarity measures influence PPP policy imitation. In addition to geographic proximity and economic resemblance, equivalent positioning in China's administrative hierarchy captures a managerial aspect of similarity to understand policy imitation among resembling cities. Three corresponding spatial autoregressive panel models are used, respectively. The findings suggest that cities in China imitate their geographic, economic, and administrative peers while directing PPP investments. Relative closeness in the administrative hierarchy of cities exerts a greater influence on policy imitation than economic resemblance and spatial proximity.


A Tiered Pathway toward Sustainability: The Role of Public Administrators in Advancing Social Equity in U.S. Local Governments

February 2023

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58 Reads

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7 Citations

Public Administration Review

Equity is a central value for public administration as a field and for the advancement of sustainability, yet it is disproportionately and significantly underrepresented and underprioritized in U.S. local governments’ sustainability priorities. Equity is referred to as one of the three essential “Es” in sustainability along with environment and economy. Since the first Minnowbrook Conference held in 1968, advancing social equity has become one of the chief goals of public administration as equity emerged as one of the discipline's four “Es” along with economy, efficiency, and effectiveness. In light of this, to what extent are public administrators’ concerns and efforts impactful in embracing and advancing social equity in sustainable development? With ICMA's 2015 Local Government Sustainability Practices Survey, this paper offers a unique understanding of localities’ tiered realization of sustainability priorities as well as factors correlated with ascending upwards through the tiered pathway of prioritizing sustainability orientation. This article is protected by copyright. All rights reserved.


The impact of local government fiscal gaps on public-private partnerships: government demand and private sector risk aversion

September 2022

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79 Reads

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6 Citations

International Public Management Journal

While government fiscal gap is traditionally considered a demand factor for the use of public-private partnerships (PPPs) to deliver public services, a high level of fiscal gap may signal elevated financial risks to private partners and deter them from entering into PPP agreements. A causal mediation analytic framework is used to delineate the two distinct causal pathways. We develop a conceptual model and test derived hypotheses with data of Chinese prefecture-level cities during 2015–2017. The findings suggest that government fiscal gap has a positive impact on PPP adoption, through the mediating role of the debt position. The fiscal gap, as a risk factor, is negatively associated with PPP participation. Risk aversion of the private sector manifests more conspicuously as smaller PPP investment amounts than as a lower likelihood of PPP participation. The adverse effects of the fiscal gap associated with financial risks may entirely offset any positive impact.


Inter-city competition and local government debts in China: a spatial econometric analysis

May 2022

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78 Reads

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3 Citations

Asia Pacific Journal of Public Administration

Debts incurred by Chinese cities have skyrocketed. Policymakers and scholars are concerned with potential default risks and political, economic, and social impacts of a possible debt default. It has also drawn attention to drivers of the rapidly increasing municipal debts. This article examines the extent to which competition among Chinese cities affected the debts they accumulated. Drawing from the literature of local government strategic interaction and fiscal competition, we hypothesised that spillover effects might exist among Chinese cities’ decisions and behaviours to issue how much bonds. With access to a panel dataset of 285 cities over 2008–2016, we applied the spatial panel regression analysis to capture and gauge the spillover effects on debt accumulation of Chinese cities. Findings confirm the spillover effects among Chinese cities and support the role that inter-city competition has played in the rapid accumulation of municipal debts.


A machine learning‐based analysis of 311 requests in the Miami‐Dade County

October 2021

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41 Reads

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4 Citations

Growth and Change

This paper illustrates the application of machine learning algorithms in predictive analytics for local governments using administrative data. The developed and tested machine learning predictive algorithm overcomes known limitations of the conventional ordinary least squares method. Such limitations include but not limited to imposed linearity, presumed causality with independent variables as presumed causes and dependent variables as presume result, likely high multicollinearity among features, and spatial autocorrelation. The study applies the algorithms to 311 non‐emergency service requests in the context of Miami‐Dade County. The algorithms are applied to predict the volume of 311 service requests and the community characteristics affecting the volume across Census tract neighborhoods. Four common families of algorithms and an ensemble of them are applied. They are random forest, support vector machines, lasso and elastic‐net regularized generalized linear models, and extreme gradient boosting. Two feature selection methods, namely Boruta and fscaret, are applied to identify the significant community characteristics. The results show that the machine learning algorithms capture spatial autocorrelation and clustering. The features generated by fscaret algorithms are parsimonious in predicting the 311 service request volume.



Centrally administered state-owned enterprises’ engagement in China’s public–private partnerships: a social network analysis

January 2021

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47 Reads

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18 Citations

Area Development and Policy

A salient characteristic of China’s public–pgrivate partnerships (PPPs) is the deep involvement of state-owned enterprises (SOEs), particularly those administered by the central/national government (CSOEs). In this research social network analysis (SNA) was used to examine the role of different actors in transport and environmental protection PPPs in China in the period 2012–17. The results largely confirm the resource-based view and resource-dependency theory, showing that while CSOEs are dominant in both sectors, their dominance and control is greatest in transport sector projects that are more dependent on their accumulated experience, expertise, human capital assets and managemgent skills, that their dominance has increased over time, and that it is aligned with the provincial distribution of Chinese CSOEs.


Figure 1. Total number and investment of PPP projects across years, 2012-2017 Data source: National PPP database by China's Ministry of Finance
Figure 4(a) Transportation
Figure 5. Influence of different types of actors in PPP networks, 2012-2017 Figure notes: The figure shows the comparison of eigenvector centrality scores compared with the Transportation and Environmental protection networks. Asterisks are shown on the top if the difference is significant using the Wilcoxon Rank Sum test, *p < 0.10, **p < 0.05, ***p < 0.01. Influence of actors is measured by the eigenvector centrality which assesses how well-connected an actor is to other well-connected actors in the network (Borgatti, 2005).
Comparative analysis of PPP networks of transportation and environmental protection,
The mean-comparison test results of k-core decomposition of different types of actors in PPP networks, 2012-2017

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Centrally Administered State-Owned Enterprises' Engagement in China's Public-Private Partnerships: A Social Network Analysis
  • Preprint
  • File available

December 2020

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119 Reads

A salient characteristic of China's public-private partnerships (PPPs) is the deep involvement of state-owned enterprises (SOEs), particularly those administered by the central/national government (CSOEs). This paper integrates the approaches of resource-based view and resource-dependency theory to explain CSOEs' involvement in PPP networks. Built upon a network perspective, this paper differs from earlier studies in that it investigates the entire PPP governance network as a whole and all PPP participants' embedded network positions, rather than individual, isolated PPP transactions. Using a novel data source on PPP projects in the period of 2012-2017, social network analysis is conducted to test hypothesized network dominance of CSOEs' in forming PPPs, in light of CSOEs' superior possession of and access to strategic assets. Research findings suggest that CSOEs have a dominant influence and control power in PPP networks across sectors, over time, and throughout geographic space. It is also suggested that policy makers should reduce resource gaps between SOEs and private businesses, and only in so doing, presence and involvement of non-SOEs in China's PPPs can be enhanced.

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The interplay between private and public governments: the relationship between homeowner associations and municipal finance

July 2020

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55 Reads

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1 Citation

Local Government Studies

Homeowner associations (HOAs), as a form of private residential governance, have grown exponentially in the United States, representing a profound transformation in urban governance. This paper examines the fiscal correlation between local municipal governments and private residential governments, and specifically, the extent to which the proliferation of HOAs in a municipality is related to municipal expenditures and revenues. Administrative data of the Florida Department of Business and Professional Regulation are employed with spatial econometric methods for accounting for potential inter-jurisdictional spillover effects. Empirical evidence suggests that a greater presence of HOAs within a local municipality is associated with the municipality’s declining public expenditures and revenues for providing public services to local residents.


Incentivized for Leveling the Playing Field: Do State Economic Incentives Compensate for High Taxes?

April 2020

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17 Reads

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2 Citations

Economic Development Quarterly

State tax and nontax incentives have been widespread in the United States, though their efficacy in job creation and economic development has been repeatedly questioned in the literature by scholars and policy makers. Why, then, do states persistently pursue these incentive policies? Using the newly developed Panel Database on Incentives and Taxes, we adopt a dynamic spatial Durbin panel model to account for both temporal and spatial dependence and to shed light on this question. Empirical evidence suggests a statistically significant and positive relationship between tax credits and tax burdens (i.e., elevated tax breaks are used to offset higher tax differentials). States therefore may seek to create a level playing field in business attraction and retention by overcoming tax disadvantages. Besides, high-serial dependence is present in the use of various tax credits, suggesting a high self-perpetuating tendency that tax breaks, once introduced, are likely to be persistent over time. States are also found to be engaged both in spatial competition or imitation among geographically proximate states, and in strategic benchmarking among states that are geographically distant but economically alike.


Citations (29)


... Feng et al. [52] and Idoko et al. [53] mentioned that green service design includes the development of services that aim to reduce environmental impacts and encourage sustainability practices. In the context of green government, green service design is crucial to developing public services that are not only efficient and effective but also environmentally friendly [54]. This approach involves mapping the customer journey, identifying touchpoints, and developing service prototypes focusing on reducing carbon footprints, better resource management, and minimizing waste [55]. ...

Reference:

Key Advantages of the Green Government Initiative in Achieving Local Public Service Performance and Sustainable Development
A Tiered Pathway toward Sustainability: The Role of Public Administrators in Advancing Social Equity in U.S. Local Governments
  • Citing Article
  • February 2023

Public Administration Review

... Others, like Carpintero and Helby Petersen (2016), point out the risk of a lack of coordination between different levels of public administrations, which hinders the development of certain projects by local governments and causes delays in the construction of infrastructure. Xiong et al. (2023) determine that the fiscal gap at the local level has a direct impact on the development of PPPs and generates risk aversion on the part of private entities. ...

The impact of local government fiscal gaps on public-private partnerships: government demand and private sector risk aversion
  • Citing Article
  • September 2022

International Public Management Journal

... EUR in neighbouring municipalities. As for non-European research samples, Han et al. (2022) investigate spatial interdependencies in bond issuance among Chinese prefectural-level cities'. The estimate for the respective spatial coefficient is far below those determined for European municipalities, as it amounts to 0.08. ...

Inter-city competition and local government debts in China: a spatial econometric analysis
  • Citing Article
  • May 2022

Asia Pacific Journal of Public Administration

... Research by Ji and Kim [32] focused on the public demands for regulatory intervention in the age of social media, analyzing how the public influences the formation of regulatory policies during corporate crises through social media. A study by Chatfield and Reddick [33] demonstrated the application of big data analysis in enhancing the agility of public services for customers, while Cheng et al. [34] used machine learning algorithms to predict public policies, showcasing the prospects of technology applications in the field of government affairs. These studies provide comprehensive insights into the analysis of public demands in government affairs. ...

A machine learning‐based analysis of 311 requests in the Miami‐Dade County
  • Citing Article
  • October 2021

Growth and Change

... Therefore, a question can be naturally thrown to technical researchers: Can we estimate the influence of an incoming city event on human mobility given a certain context? The study of this problem serves as an essential part for smart city development, and if solved properly, it could provide event organizers (e.g., government) with additional guidance [4,5], making them more prepared for what is about to happen. For example, a corresponding number of police officers can be sent to maintain order according to the estimated influence of the event. ...

Causal Inference Methods and their Challenges: The Case of 311 Data
  • Citing Conference Paper
  • June 2021

... The literature also emphasizes the significant role of socio-economic factors and PPPs in mediating the relationship between health expenditure and life expectancy. According to Linden and Ray (2017) Additionally, Xiong et al. (2021) offered valuable perspectives on the potential impact of state-owned enterprises' strategic participation in public-private partnerships (PPPs), particularly within China, highlighting a wider contextual framework for understanding the influence of health expenditure on health outcomes. ...

Centrally administered state-owned enterprises’ engagement in China’s public–private partnerships: a social network analysis
  • Citing Article
  • January 2021

Area Development and Policy

... Because of the obvious differences in social economy and cultural traditions, countries and regions have corresponding urban governance practices suitable for local characteristics (Castillo, 2020;Cheng & Guo, 2020;McGreevy et al., 2020;Liu et al., 2022). Studying and understanding the unique urban governance paradigms are valuable for modern urban governance theories and practices (Cortinovis et al., 2019;Davidson et al., 2019). ...

The interplay between private and public governments: the relationship between homeowner associations and municipal finance
  • Citing Article
  • July 2020

Local Government Studies

... Benchmarking secara internal dilakukan dengan membandingkan performa dari unit atau proses bisnis yang sama dalam suatu organisasi. Sedangkan benchmarking secara eksternal diperoleh dari negara lain yang memiliki kriteria, misalnya ekonomi, serupa (Cheng et al., 2020). Pada akhirnya, benchmarking ke pembanding yang tepat akan memberikan hasil yang lebih baik dari kondisi sebelum benchmarking diterapkan. ...

Incentivized for Leveling the Playing Field: Do State Economic Incentives Compensate for High Taxes?
  • Citing Article
  • April 2020

Economic Development Quarterly

... Expenditure instruments include public aid (e.g., sureties and guarantees provided by local government units) and investment expenditure focused on the technical infrastructure necessary for economic activity (Guo and Cheng 2018). This group is aided by the expenses supporting business environment institutions (Andersson and Henrekson 2015), as well as the expenses for financing information activities (Kogut-Jaworska 2008). ...

Untargeted Incentives and Entrepreneurship: An Analysis of Local Fiscal Policies and Small Businesses in Florida

Review of Regional Studies

... 62-63). Before 1978, ideological opposition to and political condemnation of OFDI was strong because of the view that transnational corporations were instruments of economic exploitation and imperialism, and manifestations of neo-colonialism within an unreasonable international economic order (Cheng and Stough 2008). As a result, between 1949 and1978, there were only a few overseas economic projects, most of which were undertaken by small branches of domestic trading companies in attempts to promote exports (Lu 2001). ...

The Pattern and Magnitude of China's Outward FDI in Asia
  • Citing Chapter
  • May 2008