Evidence map›Paper›PMID 31440578›Full record

ArticleSSM - population health2019

The impact of pharmaceutical innovation on the burden of disease in Canada, 2000-2016.

Frank R Lichtenberg

Erratum issuedAbstract read
In one paragraph

Article in SSM - population health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Collaborative pharmacy research across integrated health systems: A purpose and promise for opportunities to study the complete medication-use process.American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists · 2025
    Article
  3. Article
  4. Review
  5. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

1 author.

Frank R LichtenbergColumbia University and National Bureau of Economic Research, Columbia University, 318 Uris Hall, 3022 Broadway, New York, NY, 10027, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We perform an econometric assessment of the role that pharmaceutical innovation-the introduction and use of new drugs-has played in reducing the burden of disease in Canada, by investigating whether diseases for which more new drugs were launched had larger subsequent reductions in disease burden. Since utilization of a drug reaches a peak about 12-14 years after it was launched, we allow for considerable lags in the relationship between new drug launches and the burden of disease. We analyze the impact of new drug launches on a comprehensive measure of disease burden-the age-standardized disability-adjusted life-years lost (DALY) rate-and on its two components: the age-standardized years of life lost (YLL) and years lost to disability (YLD) rates. We also analyze the impact of new drug launches on the number of hospital discharges and on the average length of hospital stays. The number of DALYs lost is significantly inversely related to the number of drugs that had ever been launched 9-20 years earlier, and the number of YLLs is significantly inversely related to the number of drugs that had ever been launched 11-20 years earlier. The launch of a drug has the largest (most negative) impact on the number of DALYs and YLLs 15 years after it was launched. The estimates indicate that if no drugs had been launched during 1986-2001, the age-standardized DALY rate would not have declined between 2000 and 2016; it might even have increased. Almost all (93%) of the reduction in DALYs was due to a reduction in YLL. The estimates imply that new drug launches during 1986-2001 reduced DALYs in 2016 by 21%, reduced YLLs in 2016 by 28%, and reduced YLDs in 2016 by 3%. We estimate that drugs launched during 1986-2001 reduced the number of DALYs lost in 2016 by 2.31 million. Expenditure in 2016 on drugs launched during 1986-2001 per DALY gained in 2016 from those drugs was 2842 USD. Interventions that avert one DALY for less than average per capita income for a given country or region are generally considered to be very cost-effective; Canada's per capita GDP was 42,158 USD in 2016, so our estimates indicate that the new drugs launched during 1986-2001 were very cost-effective, overall. Moreover, 2842 USD may be an overestimate of the true net cost in 2016 per DALY of drugs launched during 1986-2001. A previous study based on U.S. data showed that about 25% of the cost of new drugs is offset by reduced expenditure on old drugs. Also, our estimates indicate that, if no drugs had been launched during 1986-2001, the average length of 2016 hospital stays would have been about 16% higher. The reduction in hospital expenditure due to shorter average length of stay may have been larger than the expenditure on the drugs responsible for shorter hospital stays.

Identifiers

PMID31440578
PMCPMC6698939

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.