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US FDA Drug Approvals are Persistent and Polycyclic: Insights into Economic Cycles, Innovation Dynamics, and National
1Takeda Pharmaceuticals, 40 Landsdowne St, Cambridge, MA, 02139, USA. iraj.daizadeh@takeda.com.
Therapeutic Innovation & Regulatory Science
|March 31, 2021
Summary
A new Chronological Hurst Exponent (CHE) method reveals long-term patterns in US drug approvals. External economic and policy factors likely drove sustained growth in drug approvals since 1974.
Area of Science:
- Pharmacoeconomics and Health Policy Analysis
- Time Series Analysis in Biomedical Science
- Drug Regulatory Science
Background:
- Understanding external influences on US drug approval rates is challenging.
- Existing methods struggle to capture long-range memory in time series data related to drug approvals.
- The impact of economic and policy shifts on the Food and Drug Administration's Center for Drug Evaluation and Research (CDER) approval dynamics requires novel analytical approaches.
Purpose of the Study:
- To introduce the novel Chronological Hurst Exponent (CHE) method for analyzing time series data.
- To investigate the long-range memory and cyclical patterns in US drug approval rates from 1939 to 2019.
- To explore the potential association between external influences (economic, policy) and temporal changes in drug approval dynamics.
Main Methods:
- Application of the Chronological Hurst Exponent (CHE) to monthly CDER drug approval data (1939-2019).
- Identification of distinct periods within the CHE data: Stagnation (1939-1947), Emergent (1947-1974), and Saturation (1974-2019).
- Wavelet analysis to detect dominant periodicities within the CHE Saturation Period.
Main Results:
- The CHE analysis revealed an S-shaped structure in US drug approvals over time.
- Three distinct periods were identified: Stagnation (8 years), Emergent (27 years), and Saturation (45 years).
- Dominant cycles of 17, 8, and 4 years were found in the Saturation Period, indicating mid-term economic cycles with shorter bursts.
Conclusions:
- The Emergent Period's changes in extrinsic factors may have initiated sustained growth in US drug approvals post-1974.
- The CHE is proposed as a valuable tool for analyzing external influences on time series data.
- The study suggests the existence of innovation-related economic cycles, proxied by US drug approval trends.
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