in #systemdynamics, which is what we are talking about looking at #complex #systems like societies, #collapse typically describes a rapid, nonlinear, sustained decline in stocks & flows such as population & industrial output after a period of growth or plateauing, caused by a change in feedback dominance in the systems causal structure.

#climatechange #limitstogrowth #collapse

“A New Systems Model Building and Analysis Software: The Qualitative Systems Exploration Model (QSEM)”
https://www.linkedin.com/feed/update/urn:li:activity:7364121786168303617

#SystemsThinking #SystemDynamics

📊 Rethinking inventory strategy — new system dynamics research challenges retail norms.

A recent study shows that introducing a competing product earlier during an existing product’s decline phase can lead to higher long-term revenue. 🤯

Key insights for retail leaders:
🛒 Inventory decisions must model real substitution behavior
🔁 Early introductions can phase out old products more profitably
🧮 Demand forecasting should include stockout effects
📦 Safety stock planning and shorter review cycles reduce lost sales
🧠 Dynamic, not static, strategies win in FMCG and tech retail

This is a must-read for anyone managing product portfolios, especially in fast-moving markets where demand shifts fast and substitution patterns aren't predictable.

#SystemDynamics #Systems #SystemsTheory #IEEE #WSD

https://ieeexplore.ieee.org/document/10976483

Dynamic withdrawal strategies in retirement can be modeled as feedback control systems (like in physics engineering). They adjust withdrawals based on portfolio performance, creating a responsive system that can adapt to market conditions instead of rigidly following fixed rules. #SystemDynamics #RetirementPlanning #AdaptiveSystems

Maybe in my #systemdynamics bubble someone can answer this question regarding #elasticity in a continuous-time dynamical systems context (i.e., it is a factor scaling fractional rates)?

Why is this (very natural) momentum-related formulation not more widespread in models?

https://math.stackexchange.com/q/4944214/200681

Economic elasticity from a continuous-time dynamical systems perspective

I note that in system dynamics (Forrester (1961) Industrial Dynamics; Sterman (2000) Business Dynamics), which is applying differential-equation models to the social sciences, the concept of elasti...

Mathematics Stack Exchange

Jay Forrester (at 21:00) about #systemdynamics and why governments around the world are not able to stop #climatechange:

"a deep understanding of these issues would make a very major change in the world but that deep understanding [..] has to include a public understanding because you cannot expect these changes to come from the top of a corporation or the top of a government. People in [..] System Dynamics as well as other approaches to policy design are always talking about convincing decision makers. There are no such people [..] When it comes to the big issues if a policy in government or a corporation is going in this direction and that's a governmental policy and you'd like to push it a little bit one way or the other then you can persuade and you can have lobbyists and you can bribe a few people and you can push it a little bit but if the real goal is to reverse it totally there is no government that's capable doing that unless there is a public support and so [..] it has to come up from the Grassroots [..] to be able to deal with the big issues that put the long-term ahead of the short term which is one of the main things [we need to do]"
https://youtu.be/6b4DmGtlOik?si=RXwBP8bajXX-FY5K

Jay Forrester Part 2)

YouTube

John Scales Avery (1933-2024) was an American theoretical chemist. In his book "Civilization's Crisis" he argues that civilization as a whole faces a set of linked challenges. #ClimateChange is caused by consumption of non-renewable #FossilFuels but it is just one aspect of a bigger crisis. Other aspects are #Deforestation, #OceanAcidification, #NuclearWaste and #pollution in general. #ResourceDepletion and #VanishingResources in combination with #OverPopulation will eventually lead to a #collapse of #civilization in this century according to #systemdynamics and classic #limitstogrowth models. The turning point is #PeakOil or the #HubbertPeak which we are reaching now.
https://www.worldscientific.com/worldscibooks/10.1142/10501

More articles from John can be found here
https://www.johnavery.info/

Prof Steve Keen recommended this short climate film to the seminars. So glad he did - I echo his recommendation! Strong shared themes with the climate elements of his critique of mainstream econ, incl. feedback loops, tipping points, and complex systems. And yet, accessible! An important film.

#ClimateExtremes:AtTheAbyss #SteveKeen #climatechange #systemdynamics #feedbackloops #tippingpoints #amoc

https://youtu.be/U8pLrRkqbb0?si=smls8l-zKPTW7hDn

Climate Extremes (Full Documentary)

YouTube

Whew! Steve Keen's legacy seminar was a real treat today! Watching him building data-analysis models on-the-fly in his own systems dynamics & double-entry accounting program - Ravel - is poetry in motion!

He mentioned recently that he now has a promotions assistant who helps maintain his social media accounts; today I asked him if he and/or the assistant could set up an account on Mastodon. He said, "That's a good idea!" So, fingers crossed...

#SteveKeen #Ravel #systemdynamics #climatecrisis

The MIT Team of The Limits to Growth. From left to right: Jørgen Randers, Jay Forrester, Donella Meadows, Dennis Meadows, William Behrens. 🙌🏻

Photo grabbed @Academy_Change
#SystemDynamics #systemsthinking #LTG50