Extended R&D Lags Significantly Underestimate Technology Adoption Time
Research and development investments require significantly longer timeframes to impact productivity than commonly modelled, due to the extended periods for technology creation, market introduction, diffusion, and adoption.
Annual Review of Resource Economics · 2023
Key Findings
- 01R&D investments have a long gestation period before impacting productivity.
- 02Existing R&D lag models often impose shorter lags than reality dictates.
- 03The process of technology creation, market introduction, diffusion, and adoption takes many years.
- 04Systematic underestimation of R&D lags leads to distorted measures and economic understanding.
Application
Design takeaway
Factor in extended timelines for technology development, diffusion, and adoption when planning and evaluating R&D projects.
How to apply
When proposing a new product or technology, explicitly outline the anticipated timeline for research, development, market entry, and widespread adoption, justifying the estimated duration.
Project actions
- 01When researching a new technology for your project, consider not just its creation but also how long it might take for people to start using it.
- 02If your project involves a novel solution, think about the 'lag' between its invention and its potential widespread adoption.
Method & Evidence
Variables
Strengths & Limitations
Strengths
- +Provides a strong theoretical framework for understanding R&D timelines.
- +Synthesizes evidence from multiple industries.
Limitations
It's difficult to accurately predict the exact time it will take for a new technology to be adopted, as many factors can influence this process.
Reliability & validity
The study's reliance on existing economic data and models may introduce limitations in terms of the precision of lag estimations. The conceptual nature of the 'lag profile' can be subjective.
Think critically
How might a designer's perception of R&D lag influence their willingness to invest in radical versus incremental innovations?
Design Principles
"The 'Slow Magic' principle: Recognize that impactful innovation often involves long-term investment and a gradual realization of benefits."
Understanding the true timeline of R&D is crucial for effective innovation strategies. It informs stakeholders about realistic expectations for return on investment and the long-term impact of new technologies, influencing resource allocation and strategic planning.
What This Means for Your Design
It takes a really long time for new ideas from research to actually make a difference in how productive we are, and many people don't realize just how long that is.
How to use in your project
- 1.When justifying the need for your design or the potential impact of your solution, you can reference the concept of R&D lags to explain why immediate widespread adoption might not occur.
- 2.If your project involves developing a new technology, discuss the anticipated timeline for its development and diffusion, acknowledging the 'slow magic' involved.
Add to My Project
Quick Cite
(2023). Slow Magic: Agricultural Versus Industrial R&D Lag Models. Annual Review of Resource Economics. https://doi.org/10.1146/annurev-resource-111820-034312 Retrieved from https://designdex.org/study/b181e70a-34f1-4483-89f4-11868e238022/extended-r-d-lags-significantly-underestimate-technology-adoption-time
Paragraph starter
The development and adoption of new technologies often follow a 'slow magic' trajectory, requiring significant time for research, refinement, market introduction, and diffusion. This extended R&D lag, as highlighted by Alston et al. (2023), means that the true impact of innovation is often realized over many years, a factor crucial for designers to consider when assessing the viability and potential influence of their solutions.
Source
Annual Review of Resource Economics
Slow Magic: Agricultural Versus Industrial R&D Lag Models
journal · 2023
View sourceQuestions about this research
- What does the research say about extended r&d lags significantly underestimate technology adoption time?
- Factor in extended timelines for technology development, diffusion, and adoption when planning and evaluating R&D projects. Evidence: Annual Review of Resource Economics (2023).
- Why does "Extended R&D Lags Significantly Underestimate Technology Adoption Time" matter for design?
- Understanding the true timeline of R&D is crucial for effective innovation strategies. It informs stakeholders about realistic expectations for return on investment and the long-term impact of new technologies, influencing resource allocation and strategic planning.
- How can designers apply this research?
- Factor in extended timelines for technology development, diffusion, and adoption when planning and evaluating R&D projects.
- What were the main findings?
- R&D investments have a long gestation period before impacting productivity.. Existing R&D lag models often impose shorter lags than reality dictates.. The process of technology creation, market introduction, diffusion, and adoption takes many years.. Systematic underestimation of R&D lags leads to distorted measures and economic understanding.
- What research method was used?
- Literature Review and Conceptual Analysis.
- How strong is the evidence?
- Evidence strength is rated Strong effect, based on a 2023 journal from Annual Review of Resource Economics.
- What should I do differently in my next project?
- When proposing a new product or technology, explicitly outline the anticipated timeline for research, development, market entry, and widespread adoption, justifying the estimated duration.
- What are the limitations?
- The study focuses on economic modelling and may not detail specific technological development cycles within individual industries.
- Is there evidence that extended lags affects design outcomes?
- New technologies take a very long time to develop and become widely used, much longer than many economic models assume, which can lead to misunderstandings about the true value and impact of research. Understanding the true timeline of R&D is crucial for effective innovation strategies. It informs stakeholders about re Source: Annual Review of Resource Economics (2023).
- Where does this lags significantly research apply?
- Agricultural and Industrial Research & Development It sits within innovation & design research on designdex.org.
Related research topics
extended lags design research · evidence on extended lags · does extended lags improve design outcomes · lags significantly studies for designers · extended lags and lags significantly findings · innovation & design research evidence