Spurious correlation in estimation of the health production function: A note
Sule Akkoyunlu (),
Frank Lichtenberg (),
Boriss Siliverstovs and
Peter Zweifel ()
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Sule Akkoyunlu: Socioeconomic Institute, University of Zurich
Peter Zweifel: Socioeconomic Institute, University of Zurich
No 903, SOI - Working Papers from Socioeconomic Institute - University of Zurich
In this paper, we address the issue of spurious correlation in the production of health in a systematic way. Spurious correlation entails the risk of linking health status to medical (and nonmedical) inputs when no links exist. This note first presents the bounds testing procedure as a method to detect and avoid spurious correlation. It then applies it to a recent contribution by Lichtenberg (2004), which relates longevity in the United States to pharmaceutical innovation and public health care expenditure. The results of the bounds testing procedure show longevity to be linearly related to these two factors. Therefore, the estimates reported by Lichtenberg (2004) cannot be said to be result of spurious correlation, to the contrary, they very likely reflect an effective relationship, at least for the United States.
Keywords: Health; Life expectancy, Innovation, Pharmaceuticals, Health care expenditure, Cointegration (search for similar items in EconPapers)
JEL-codes: C22 H51 I12 J18 O33 (search for similar items in EconPapers)
Pages: 13 pages
New Economics Papers: this item is included in nep-hea
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Journal Article: Spurious correlation in estimation of the health production function: A note (2010)
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Persistent link: https://EconPapers.repec.org/RePEc:soz:wpaper:0903
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