IJSRSET1626144 | Received : 18 Dec. 2016 | Accepted : 31 Dec. 2016 | November-December-2016 [(2) 6: 630-640]
© 2016 IJSRSET | Volume 2 | Issue 6 | Print ISSN: 2395-1990 | Online ISSN : 2394-4099
Themed Section: Engineering and Technology
630
Exogenous and Endogenous Factors in E-procurement Adoption among
Ghanaian Hospitals : A Co-Integration Analysis
Basil Kusi
1
, Henry Asante Antwi
1,2
, Gabriel Nani
3
, Samuel Owusu Mensah
1
, Michael Owusu Akomeah
1
1
School of Management, Jiangsu University, 301 Xuefu Road, Zhenjiang, Jiangsu, P.R. China
2
Institute of Medical Insurance and Healthcare Management, Jiangsu University,
3
College of Planning & Architecture, Kwame Nkrumah University of Science and Technology, P.O. Box 67172,
Kumasi, Ghana
ABSTRACT
Amidst all of the uncertainty surrounding the future of healthcare service efficiency in Ghana, the need for providers
to do more things with less resources is widely considered a truism. Aware of the relative weight and significance of
the supply chain, many hospitals in Ghana have initiated measures to fully adopt technology towards the
performance of key healthcare activities. Using data collected from selected public hospitals in the Ashanti Region
of Ghana, we recalibrate and classify the influential or stimulating factors of e-procurement adoption into exogenous
and endogenous variables to determine the most influential factor. We employ a more sophisticated co-integration
approach in order to observe robustness of outcome relative to the extant models. We observed that e-procurement
optimization is premised on the prevalence of an ensemble of exogenous and endogenous factors including
resources availability, facilitating conditions, system interoperability, supplier compatibility, regulatory framework,
operational standards and benchmarks and other external/industry factors.
Keywords: E-procurement, CPO, PPM, VECM, LNRa
I. INTRODUCTION
Health care represents a significant portion of today‟s
service economy and there is much that has yet to be
done to transfer the lessons learned from years of
studying the manufacturing sector (Ballou-Aares, et al.
2009). As more and more research is published in this
field, it is beginning to show that not only does health
care operations benefit from the lessons learned in
manufacturing, but unique findings in health care supply
chain research are emerging that can also benefit the
traditional manufacturing sector supply chain (Ballou-
Aares, et al. 2009). Amidst all of the uncertainty
surrounding the future of healthcare in Ghana, the need
for providers to do more things with fewer resources is
widely considered a truism.
Similarly, looming cuts from government payers and
increased scrutiny from private payers, employers and
patients alike have forced many healthcare service
providers to reconsider previous strategies as they
embrace new levels of efficiency and effectiveness
going forward (Blecker and Abdelkafi, 2006). This is
because, after labor, supply chain typically represents
the second highest operating expense ranging from one-
third to one-half of the entire operating budget for the
hospitals Blecker and Abdelkafi, 2006). Evidence from
the public accounts committee on health services in the
parliament of Ghana has noted that most healthcare
facilities have not given supply chain initiatives
commensurate attention and hence face severe but
avoidable financial consequences accordingly (Afriyie,
2014).
In Ghana, health care is ubiquitous with emotionally
and politically charged debate regarding its design and
accessibility to the public at large, yet one point that
most people agree on is that there exists much potential
for improving the efficiency and effectiveness of health
care delivery (Agyepong, et al, 2016). A historic
overview of the operation of Ghana‟s hospitals shows
expansion of top-line revenue has blinded many of the
administrators to bottom-line results that can be fostered
through improved business processes. In addition to