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#costbenefitanalysis — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #costbenefitanalysis, aggregated by home.social.

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  1. RE: mastodon.social/@gwaldby/11687

    A few highlights (didn’t read to end but I’m captivated by the notion of ‘purchasing intelligence by the syllable’): “… Microsoft, which has invested approximately $13 billion in OpenAI and writes up to 30 percent of its own code with generative AI, instructed engineers in a major division to stop using an AI coding assistant because the bills became untenable. One unnamed company, per Axios, ran up a $500 million Claude bill in a single month after management forgot to set a usage cap. These are structural miscalculations about what intelligence costs when you purchase it by the syllable.

    “Bryan Catanzaro, Nvidia's vice president of applied deep learning, put it bluntly: the cost of compute for his team now far exceeds what the company spends on the employees using it. The company that manufactures the hardware powering the AI revolution acknowledges that the technology is more expensive than the people it was supposed to augment.””

    Says everything about (or describes) the inefficiency of the tool & the wealth of certain parts of the world. Also perhaps absence of (or breakdown in) cost-benefit analysis or perhaps - more widely - values.

    #AI #costOfAIReplacingPeople #inefficiency #costBenefitAnalysis #costBenefit #purchasingIntelligenceByTheSyllable #costOfIntelligenceBySyllable

  2. Choose AI or Human Advisor: 3 Retirement Planning Tactics

    When AI trims retirement fees but misses the human touch, the right mix can protect your future. Discover three tactics that blend low‑cost tech with personal insight for smarter retirement planning.

    stockguide.help/choose-ai-or-h

    #airetirementplanning #humanfinancialadvisor #retirementplanningtools #investmentadvice #costbenefitanalysis

  3. SaaS Comparison 2025 vs 2024: ROI Vanishes

    97% of small firms say ROI vanished after 2025 price hikes. Discover how a simple calculator uncovers hidden value and protects your budget.

    b2bsoftware.digital/saas-compa

    #roicalculator #costbenefitanalysis #smallbusinessbudgeting #contractrenegotiation #howtocalcroi

  4. Should I Register A Trademark On My Book Title? by Kelley Way

    Wondering if you should register a trademark on your book title? Learn when it makes sense for authors to protect their series…
    writersfunzone.com/blog/2025/0

    #WritingTips #authorbranding #booktitle #copying #costbenefitanalysis
    @indieauthors

  5. "The 'jai' programming language was designed in a very reality-based way to solve specific problems that we had when developing very complex software (in our case, video games). We'll demo some features of the language and explain why design decisions were made the way they were."
    youtube.com/watch?v=IdpD5QIVOK
    #plt #jai #gamedev #systemsprogramming #costbenefitanalysis

  6. When funding shrinks, impact must grow: the economic case for peer learning networks

    Humanitarian, global health, and development organizations confront an unprecedented crisis. Donor funding is in a downward spiral, while needs intensify across every sector. Organizations face stark choices: reduce programs, cut staff, or fundamentally transform how they deliver results.

    Traditional capacity building models have become economically unsustainable. Technical assistance, expert-led workshops, international travel, and venue-based training are examples of high-cost, low-volume activities that organizations may no longer be able to afford.

    Yet the need for learning, coordination, and adaptive capacity has never been greater.

    The opportunity cost of inaction

    Organizations that fail to adapt face systematic disadvantage. Traditional approaches cannot survive current funding constraints while maintaining effectiveness. Meanwhile, global challenges intensify: climate change drives new disease patterns; conflict disrupts health systems; demographic transitions strain capacity.

    These complex, interconnected challenges require adaptive systems that respond at the speed and scale of emerging threats. Organizations continuing expensive, ineffective approaches will face programmatic obsolescence.

    Working with governments and trusted partners that include UNICEF, WHO, Gates Foundation, Wellcome Trust, and Gavi (as part of the Zero-Dose Learning Hub), the Geneva Learning Foundation’s peer learning networks have consistently demonstrated they can deliver measurably superior outcomes while reducing costs by up to 86% compared to conventional approaches.

    Peer learning networks offer both immediate financial relief and strategic positioning for long-term sustainability. The evidence spans nine years, 137 countries, and collaborations with the most credible institutions in global health, humanitarian response, and research.

    The unsustainable economics of traditional capacity building

    A comprehensive analysis reveals the structural inefficiencies of conventional approaches. Expert consultants command daily rates of $800 or more, plus travel expenses. International workshops may require $15,000-30,000 for venues alone. Participant travel and accommodation averages $2,000 per person. A standard 50-participant workshop costs upward of $200,000.

    When factoring limited sustainability, the economics become even more problematic. Traditional approaches achieve measurable implementation by only 15-20% of participants within six months. This translates to effective costs of $10,000-20,000 per participant who actually implements new practices.

    A rudimentary cost-benefit analysis demonstrates how peer learning networks restructure these economics fundamentally.

    ComponentTraditional approachPeer learning networksEfficiency gainCost per participant$1,850$26786% reductionImplementation rate15-20%70-80%4x higher successDuration of engagement2-3 days90+ days30x longerPost-training supportNoneContinuous networkSustained capacity

    Learn more: Calculating the relative effectiveness of expert coaching, peer learning, and cascade training

    Evidence of measurable impact at scale

    Value for money requires clear attribution between investments and outcomes.

    In January 2020, we compared outcomes between two groups. Both had intent to take action to achieve results. Health workers using structured peer learning were seven times more likely to implement effective strategies resulting in improved outcomes, compared to the other group that relied on conventional approaches.

    What about speed and scale?

    In July 2024, working with Nigeria’s National Primary Health Care Development Agency (NPHCDA) and UNICEF, we connected 4,300 health workers across all states and 300+ local government areas within two weeks. Over 600 local organizations including government facilities, civil society, faith-based groups, and private sector actors joined this Immunization Collaborative.

    With two more weeks, participants produced 409 peer-reviewed root cause analyses. By Week 6, we began to receive credible vaccination coverage improvements after six weeks, especially in conflict-affected northern regions where conventional approaches had consistently failed. The total programme cost was equivalent to 1.5 traditional workshops for 75 participants. Follow-up has shown that more than half of the participants are staying connected long after TGLF’s “jumpstarting” activities, driven by intrinsic motivation.

    Côte d’Ivoire demonstrates crisis response capability. Working with Gavi and the Ministry of Health, we recruited 501 health workers from 96 districts (85% of the country) in nine days ahead of the country’s COVID-19 vaccination campaign in November 2021. Connected to each other, they shared local solutions and supported each other, contributing to vaccination of an additional 3.5 million additional people at $0.26 per vaccination delivered.

    TGLF’s model empowers health workers to share knowledge, solve local challenges, and implement solutions via a digital platform. Unlike top-down training and technical assistance, it fosters collective intelligence, enabling rapid adaptation to crises. Since 2016, TGLF has mobilized networks for immunization, COVID-19 response, neglected tropical diseases (NTDs), mental health and psychosocial support, noncommunicable diseases, and climate-health resilience.

    These cases illustrate the ability of TGLF’s model to address strategic global priorities—equity, resilience, and crisis response—while maximizing efficiency. This model offers a scalable, low-cost alternative that delivers measurable impact across diverse priorities.

    Our mission is to share such breakthroughs with other organizations and networks that are willing to try new approaches.

    Resource allocation for maximum efficiency

    Our partnership analysis reveals optimal resource allocation patterns that maximize impact while minimizing cost:

    • Human resources (85%): Action-focused approach leveraging human facilitation to foster trust, grow leadership capabilties, and nurture networks with a single-minded goal of supporting implementation to rapidly and sustainably achieve tangible outcomes.
    • Digital infrastructure (10%): Scalable platform development enabling unlimited concurrent participants across multiple countries.
    • Travel (5%): Minimal compared to 45% in traditional approaches, limited to essential coordination where social norms require face-to-face meetings, for example in partnership engagement with governments.

    This structure enables remarkable economies of scale. While traditional approaches face increasing per-participant costs, peer learning networks demonstrate decreasing unit costs with growth. Global initiatives reaching 20,000+ participants across 60+ countries operate with per-participant costs under $10.

    Sustainability through combined government and civil society ownership

    Sustainability is critical amidst funding cuts. TGLF’s networks embed organically within government systems, involving both central planners in the capital as well as implementers across the country, at all levels of the health system.

    Country ownership: Programs work within existing health system structures and national plans. Networks include 50% government staff and 80% district/community-level practitioners—the people who actually deliver services. In Nigeria, 600+ local organizations – both private and public – collaborated, embedding learning in both civil society and government structures.

    Sustainability: In Côte d’Ivoire, 82% sustained engagement without incentives, fostering self-reliant networks. 78% said they no longer needed any assistance from TGLF to continue.

    This approach enhances aid effectiveness, reducing dependency on external funding.

    Aid effectiveness: Rather than bypassing systems, peer learning strengthens existing infrastructure. Networks continue functioning when external funding decreases because they operate through established government channels linked to civil society networks.

    Transparency: Digital platforms create comprehensive audit trails providing unprecedented visibility into program implementation and results for donor oversight.

    Implementation pathways for resource-constrained organizations

    Organizations can adopt peer learning approaches through flexible pathways designed for immediate deployment.

    1. Rapid response initiatives (2-6 weeks to results): Address critical challenges requiring immediate mobilization. Suitable for disease outbreaks, humanitarian emergencies, or longer-term policy implementation.
    2. Program transformation (3-6 months): Convert existing technical assistance programs to peer learning models, typically reducing costs by 80-90% while expanding reach, inclusion, and outcomes.
    3. Cross-portfolio integration: Single platform investments serve multiple technical areas and geographic regions simultaneously, maximizing efficiency across donor portfolios with marginal costs approaching zero for additional countries or topics.

    The strategic choice

    The funding environment will not improve. Economic uncertainty in traditional donor countries, competing domestic priorities, and growing skepticism about aid effectiveness create permanent pressure for better value for money.

    Organizations face a fundamental choice: continue expensive approaches with limited impact, or transition to emergent models that have already shown they can achieve superior results at dramatically lower cost while building lasting capability.

    The question is not whether to change—budget constraints mandate adaptation. The question is whether organizations will choose approaches that thrive under resource constraints or continue hoping that some donors will fill the gaping holes left by funding cuts.

    The evidence demonstrates that peer learning networks achieve 86% cost reduction while delivering 4x implementation rates and 30x longer engagement. These gains are not theoretical—they represent verified outcomes from active partnerships with leading global institutions.

    In an era of permanent resource constraints and intensifying challenges, organizations that embrace this transformation will maximize their mission impact. Those that do not will find themselves increasingly unable to serve the communities that depend on their work.

    Image: The Geneva Learning Foundation Collection © 2025

    #costBenefitAnalysis #fundingCrisis #globalHealth #peerLearning #TheGenevaLearningFoundation #USAID #valueForMoney

  7. A cost benefit analysis is something we can use in both our personal life and in business. Is the cost worth it? Do we need it? Do the positives outweigh the negatives? What are the risks involved? #costbenefitanalysis #risk #business #personal

  8. Stakeholders are more than opponents who might throw sand in the gears; they might actually spot considerations you hadn’t thought of. This also raises questions on how we do #costbenefitanalysis under #DeepUncertainty #wickedproblems #postnormalscience (9/9)

  9. While resolving the various scientific uncertainties, as Andries Richter, Suphi Sen, and myself did in our #costbenefitanalysis paper (doi.org/10.1093/icesjms/fsae10), is important, just getting the facts straight does not address all controversy (4/9)

  10. My paper with Andries Richter and Suphi Sen is out! doi.org/10.1093/icesjms/fsae10 In this paper we asked the question: is the #mesopelagic zone still such an attractive source of animal protein if we take into account that #fishing it might disrupt important #carbon cycles? We did a #costbenefitanalysis under the #horizon2020 MEESO project (meeso.org/) to find out (1/5)

  11. i watched a video where police and child services removed three children (2yo, 1yo, 7days) from a young couple (~20ish), struggling in poverty, with no other family to help. it was a horrible situation for everyone, including the young parents. it was clear they needed help.

    the response: remove the children and arrest the parents.

    i don't understand this approach of punishing poverty and struggling people no matter their age, but especially to young parents with a toddler, infant, and newborn. why not just provide all of them the help they need?

    why don't we have healthy, helpful accommodations where anyone, but especially families with young children in poverty, can live temporarily while we assist them in stabilizing their situations, getting their needs taken care of, assisting them with finding a stable and healthful living situation that is permanent?

    hell...why not provide that to everyone, everywhere? give people what they need.

    then i stumbled on a @jackofalltrades toot that mentioned that we need a new system of accounting because the current system "treats the earth as a business in liquidation.”

    what would a system of accounting for alleviating and eliminating poverty look like? the current system looks at poverty as an expense, something that costs. costs must be funded. how is it funded? who pays and to whom and for what is payment being made?

    what are the assumptions made here? is there only a monetary cost? must such costs always be minimized?

    a system that didn't treat poverty "as a business in liquidation" might look at it as a long term investment in appropriate allocation of resources, treating poverty as a generational injury to society and finding ways to heal it rather than continuing to harm.

    #IdleContemplation #Ethics #CareEthics #CostBenefitAnalysis #InformationEthics #Poverty #Accounting

  12. 3/
    On the illusion of precision:
    "Policy prescription may need recourse to #CostBenefitAnalysis and related concepts [...]. Yet these hyper precise cost-benefit analyses of the pandemic clash with implication which policy cannot ignore: are we looking at all numbers? Are we looking at the right numbers?" [1]

    which reminds me a vast 2022 review: "There is strong evidence that valuing nature on the basis of market prices is contributing to the present biodiversity crisis" [2]

    #NonMarketValuation

  13. I wish I could come up with an effective way to weasel out of tonight’s function… now that I think of it it’s probably good that I don’t have an out. Being annoyed and hanging out with actual adults will probably end better than being at home, annoyed, with a teenager simultaneously talking with his girlfriend and playing Fortnite with her brother.

    #CostBenefitAnalysis #OddBits

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