Data Envelopment Analysis of Productivity Changes in Higher Education For-profit Enterprises Compared to Non-profits

Sav, G. Thomas

doi:10.5539/ibr.v5n9p1

Cited by 7 publications

(4 citation statements)

References 30 publications

(30 reference statements)

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“…According to Sav [26], organizations that exhibit higher levels of inventive skills in their services and products tend to achieve more success and profits generation that are twice as high compared to enterprises that lack innovation. In light of this, the proactive enhancement of innovation skills to effectively respond to the demands of highly volatile markets and competing entities has emerged as a crucial area of focus for manufacturing enterprises.…”

Section: Innovation and Crmmentioning

confidence: 99%

Customer Relationship Management in an Era of Digital Disruption and Business Model Evolution

Adachi,

Sato

2023

JEBI

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This research is grounded on the conceptualization of CRM as a collection of technology solutions that play a pivotal role in effective company management. The current work aims to elucidate and establish the significance of the advantages associated with CRM, as previously emphasized in relevant literature, in relation to achieving business success. Existing sustainable studies are of special importance in this setting because they provide a model of practical inquiry into the positive effects of CRM practices across the 3D of sustainability (environmental, social, and economic). Once our predictions are confirmed, the following model`s validation will enhance our comprehension of how CRM-related advantages might amplify the beneficial influence of its conditions on each sustainability dimension. CRM may be seen as a kind of Green IT, focused on facilitating modern transformation and promoting the development of sustainable business models. This research model has the potential to serve as a foundational framework for a more targeted approach aimed at quantifying the effects and advantages of using CRM. We argue that this encompasses models of sustainable innovation and business.

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Section: Innovation and Crmmentioning

confidence: 99%

Customer Relationship Management in an Era of Digital Disruption and Business Model Evolution

Adachi,

Sato

2023

JEBI

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“…In other words, productivity studies relating to economic growth should include investments in both physical and human capital. A number of studies have been conducted in recent years that reflect this growing interest on the role investments in human capital play in productivity growth such as education (Coelli, 1998; Johnes, 2005; Sav, 2012; Rassouli-Currier, 2012), health care (Jha et al , 2009; Safdar, 2014), and public safety (Afonso et al , 2003; Barnum et al , 2007; Mihaiu et al , 2010).…”

Section: Related Studiesmentioning

confidence: 99%

Public investments, productivity and economic growth

Murova

Khan²

2017

IJPPM

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Purpose The purpose of this paper is to use stochastic frontier analysis (SFA) to estimate the efficiency of public investments and their impact on economic growth in the USA using panel data. Results of the study show highly significant and positive relationships between gross state product (GSP) and expenditures on education, transportation, health, welfare, and public safety (police and fire), and negative but significant relationships between output and employment in health care and public safety services. Inefficiencies in the study are measured using per capita tax revenue and time. Tax revenue has a very minimal positive and significant effect on efficiency, while time inversely relates to efficiency. Design/methodology/approach The present study uses SFA to investigate the efficiency of government expenditures in five service sectors – education, transportation, health, welfare, and public safety (police and fire), using recent data and economic trends. The study hypothesizes that changes in the current levels of expenditures in the public sector have a significant impact on the aggregate economy, as measured by GSP. The study uses GSP as the dependent (output) variable, and government expenditure on the five service sectors as the independent (input) variables. Findings Analysis of efficiency for individual states for all 21 years produced interesting results. Overall, the technical efficiency of the public sector was quite high. The average TE score across all years and all states was 0.878. This suggests that public sector operates at a relatively high efficiency level. Originality/value The current SFA model followed Battese and Coelli approach of estimating efficiency of public sectors in each state of the USA. It allowed estimation of policy impact on the overall efficiency. It was applied to macroeconomic panel data.

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“…There have been numerous applications of DEA in government where it has been used to measure the efficiency of health care (Rutledge, Parsons, and Knaebel 1995; Safdar 2014), transportation (Barnum, McNeil, and Hart 2007; Prakash, Rajesh, and Thilagam 2012), education (Coelli 1998; Johnes 2006; Sav 2012; Rassouli-Currier 2012), and public safety (Nyhan and Martin 1999; Barros 2007). These studies, however, typically examine single organizations and almost none examine all fifty states with multiple variables.…”

Section: Related Researchmentioning

confidence: 99%

Productive Efficiency of Public Expenditures

Khan

Murova

2015

State and Local Government Review

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Public productivity, in particular the efficiency of public expenditures, has been a subject of academic and nonacademic debate for a long time. A number of studies have been conducted over the years on the subject using mostly conventional statistical methods such as production functions and occasionally using techniques such as data envelopment analysis (DEA). Most of these studies were conducted at a microlevel using a single decision unit with limited data. This study uses a multistage DEA to analyze public productivity using panel data for all fifty states of the United States over a twenty-one–year period. Based on well-known Farrell’s technical efficiency, the study measures productivity using both constant and variable returns to scale. The results of the study show that there has been a general decrease in efficiency during the study period, with some exceptions, consistent with the growth trend in the national economy.

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Data Envelopment Analysis of Productivity Changes in Higher Education For-profit Enterprises Compared to Non-profits

Cited by 7 publications

References 30 publications

Customer Relationship Management in an Era of Digital Disruption and Business Model Evolution

Customer Relationship Management in an Era of Digital Disruption and Business Model Evolution

Public investments, productivity and economic growth

Productive Efficiency of Public Expenditures

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