Research Policy 46 (2017) 591–604
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Research Policy
jo ur nal ho me page: www.elsevier.com/locate/respol
The impact of health research on length of stay in Spanish public
hospitals
Antonio García-Romero
a,∗
, Álvaro Escribano
b
, Josep A. Tribó
c
a
IE University – IE Business School, c/María de Molina, 31-Bis, 28006 Madrid, Spain
b
Department of Economics, Universidad Carlos III de Madrid, c/Madrid, 126, 28903 Getafe Madrid, Spain
c
Department of Business, Universidad Carlos III de Madrid, c/Madrid, 126 28903 Getafe Madrid, Spain
a r t i c l e i n f o
Article history:
Received 1 November 2015
Received in revised form
31 December 2016
Accepted 9 January 2017
Available online 27 January 2017
Keywords:
Medical
Surgical and basic research
Clinical outcomes
Length of stay
Hospital efficiency
Absorptive capacity
Translational approach
a b s t r a c t
Research is a key determinant of health improvement. However, there is little empirical evidence show-
ing how the research conducted in hospitals affects healthcare outcomes. To address this issue, we used
panel data of 189 Spanish public hospitals over the period 1996–2009 to estimate the causal effect of
both clinical and basic research on hospitals’ efficiency, measuring their impact on the average length
of stay (LOS). We considered two fixed effects econometric models; one for medical and the other for
surgical specialties respectively. Our results show that increases in the quantity of research produced in
medical (surgical) disciplines contribute significantly to the reduction of hospital LOS in medical (surgi-
cal) specialties. This effect is greater for hospitals with higher absorptive capacity (high R&D investment
and with teaching status). There is also clear evidence that basic research produces efficiency gains in
clinical outcomes. Furthermore, we have identified other important determinants of hospitals’ efficiency
namely, hospitals’ characteristics, human resources, diagnostic activity, hospital investment and hos-
pitals’ absorptive capacity. Finally, we evaluated the economic impact of increases in medical, surgical
and basic research on hospitals’ cost efficiency gains by measuring the corresponding reduction in the
average cost of stay in Spanish hospitals.
© 2017 Elsevier B.V. All rights reserved.
1. Introduction
To date, much attention has been paid to the evaluation of
scientific research on health from the point of view of measur-
ing the performance of scientific output (i.e., number of published
papers) or scientific impact (i.e., number of citations, citations per
document). This approach has played a pivotal role in the design
of research policies or in establishing priority settings in health
research. Nevertheless, in recent years, research policy has leaned
towards a more stakeholder-oriented view that emphasizes the
societal returns of research (Bornmann, 2013). Consistently, there is
a need for new approaches capable of measuring the “real” effects of
research on society (Smith, 2001; Cozzens, 2000; Patel et al., 2011).
In the case of health-related research, its societal impacts can be
observed in many aspects such as the development and improve-
ment of new drugs and health technologies (Toole, 2007), or the
creation of spin-offs (Haeussler and Colyvas, 2011; Quilter-Pinner
∗
Corresponding author.
E-mail addresses: antonio.garcia@ie.edu, agr22@faculty.ie.edu
(A. García-Romero), alvaroe@eco.uc3m.es (Á. Escribano), joatribo@emp.uc3m.es
(J.A. Tribó).
and Muir, 2015). However, one of the most relevant returns from
research conducted in hospitals is the improvement of clinical out-
comes such as a reduction in length of stay (henceforth LOS), which
has both direct and indirect effects on cost reduction and other
efficiency gains.
In this context, the main aim of this paper is to explain the
effects of research carried out in hospitals on their average LOS, and
subsequently, on hospital costs. Formally, LOS is the term used to
measure the duration of a single episode of hospitalization (Preedy
and Watson, 2010). There are many indicators commonly used for
measuring clinical outcomes. However, there is a lack of consen-
sus among experts as to what constitutes a healthcare outcome
(Porter, 2010). Our decision to choose LOS as the dependent vari-
able to be explained by our models is based on three reasons: (i) LOS
is a standard measure commonly used in health care management
and is available for any hospital in any country; (ii) this character-
istic favors comparability among different studies; (iii) LOS is an
outcome that can be translated in terms of economic cost, which
allows extracting policy recommendations.
We describe the mechanisms through which research out-
put improves healthcare outcomes taking advantage of two
approaches: the translational research approach (direct channel)
and the absorptive capacity approach (indirect channel). On the
http://dx.doi.org/10.1016/j.respol.2017.01.006
0048-7333/© 2017 Elsevier B.V. All rights reserved.