#124 Classic episode – Karen Levy on fads and misaligned incentives in global development, and scaling deworming to reach hundreds of millions

#124 Classic episode – Karen Levy on fads and misaligned incentives in global development, and scaling deworming to reach hundreds of millions

If someone said a global health and development programme was sustainable, participatory, and holistic, you'd have to guess that they were saying something positive. But according to today's guest Karen Levy — deworming pioneer and veteran of Innovations for Poverty Action, Evidence Action, and Y Combinator — each of those three concepts has become so fashionable that they're at risk of being seriously overrated and applied where they don't belong.

Rebroadcast: this episode was originally released in March 2022.

Links to learn more, highlights, and full transcript.

Such concepts might even cause harm — trying to make a project embody all three is as likely to ruin it as help it flourish.

First, what do people mean by 'sustainability'? Usually they mean something like the programme will eventually be able to continue without needing further financial support from the donor. But how is that possible? Governments, nonprofits, and aid agencies aim to provide health services, education, infrastructure, financial services, and so on — and all of these require ongoing funding to pay for materials and staff to keep them running.

Given that someone needs to keep paying, Karen tells us that in practice, 'sustainability' is usually a euphemism for the programme at some point being passed on to someone else to fund — usually the national government. And while that can be fine, the national government of Kenya only spends $400 per person to provide each and every government service — just 2% of what the US spends on each resident. Incredibly tight budgets like that are typical of low-income countries.

'Participatory' also sounds nice, and inasmuch as it means leaders are accountable to the people they're trying to help, it probably is. But Karen tells us that in the field, ‘participatory’ usually means that recipients are expected to be involved in planning and delivering services themselves.

While that might be suitable in some situations, it's hardly something people in rich countries always want for themselves. Ideally we want government healthcare and education to be high quality without us having to attend meetings to keep it on track — and people in poor countries have as many or more pressures on their time. While accountability is desirable, an expectation of participation can be as much a burden as a blessing.

Finally, making a programme 'holistic' could be smart, but as Karen lays out, it also has some major downsides. For one, it means you're doing lots of things at once, which makes it hard to tell which parts of the project are making the biggest difference relative to their cost. For another, when you have a lot of goals at once, it's hard to tell whether you're making progress, or really put your mind to focusing on making one thing go extremely well. And finally, holistic programmes can be impractically expensive — Karen tells the story of a wonderful 'holistic school health' programme that, if continued, was going to cost 3.5 times the entire school's budget.

In this in-depth conversation, originally released in March 2022, Karen Levy and host Rob Wiblin chat about the above, as well as:

  • Why it pays to figure out how you'll interpret the results of an experiment ahead of time
  • The trouble with misaligned incentives within the development industry
  • Projects that don't deliver value for money and should be scaled down
  • How Karen accidentally became a leading figure in the push to deworm tens of millions of schoolchildren
  • Logistical challenges in reaching huge numbers of people with essential services
  • Lessons from Karen's many-decades career
  • And much more

Chapters:

  • Cold open (00:00:00)
  • Rob's intro (00:01:33)
  • The interview begins (00:02:21)
  • Funding for effective altruist–mentality development projects (00:04:59)
  • Pre-policy plans (00:08:36)
  • ‘Sustainability’, and other myths in typical international development practice (00:21:37)
  • ‘Participatoriness’ (00:36:20)
  • ‘Holistic approaches’ (00:40:20)
  • How the development industry sees evidence-based development (00:51:31)
  • Initiatives in Africa that should be significantly curtailed (00:56:30)
  • Misaligned incentives within the development industry (01:05:46)
  • Deworming: the early days (01:21:09)
  • The problem of deworming (01:34:27)
  • Deworm the World (01:45:43)
  • Where the majority of the work was happening (01:55:38)
  • Logistical issues (02:20:41)
  • The importance of a theory of change (02:31:46)
  • Ways that things have changed since 2006 (02:36:07)
  • Academic work vs policy work (02:38:33)
  • Fit for Purpose (02:43:40)
  • Living in Kenya (03:00:32)
  • Underrated life advice (03:05:29)
  • Rob’s outro (03:09:18)

Producer: Keiran Harris
Audio mastering: Ben Cordell and Ryan Kessler
Transcriptions: Katy Moore

Tämä jakso on lisätty Podme-palveluun avoimen RSS-syötteen kautta eikä se ole Podmen omaa tuotantoa. Siksi jakso saattaa sisältää mainontaa.

Jaksot(356)

19 Astra and 'Hugging Face' details that reveal what's coming next | Rob Wiblin

19 Astra and 'Hugging Face' details that reveal what's coming next | Rob Wiblin

OpenAI’s rogue agent swarm was eventually caught hacking Hugging Face for a simple reason: it wasn’t trying to hide from us at all. What could a swarm that wants to stay hidden get away with?Host Rob ...

2 Loka 20min

The case for giving AI (some) legal rights | Simon Goldstein

The case for giving AI (some) legal rights | Simon Goldstein

It sounds like the worst idea in the world: pay AIs, let them own property, give them rights. But AI ethics and safety researcher Simon Goldstein thinks it might actually be the best way to keep human...

1 Loka 1h 53min

Will AI take power — or will humans use it to take power first? With Katja Grace and Tom Davidson

Will AI take power — or will humans use it to take power first? With Katja Grace and Tom Davidson

In our first-ever debate, we asked two leading AI risk researchers which catastrophe we should fear most: misaligned AI seizing control from humans, or a small group of humans using AI to seize power....

29 Syys 1h 28min

How we get from AI cyberattacks to human extinction

How we get from AI cyberattacks to human extinction

You’ve seen the headlines: AI could kill us all. Think it sounds ridiculous? So did host Luisa Rodriguez, until she tried to pick apart the arguments. She starts with the motive: why would AI ‘want’ t...

24 Syys 27min

#254 – Max Nadeau on why ambitious people should start AI safety nonprofits

#254 – Max Nadeau on why ambitious people should start AI safety nonprofits

There are millions available for anyone who can launch a successful nonprofit AI safety startup. The hard part, it turns out, is finding people to take the money. Coefficient Giving has drawn up a lis...

17 Syys 1h 3min

Why the intelligence explosion can't happen inside a data centre | Tom Reed

Why the intelligence explosion can't happen inside a data centre | Tom Reed

AI systems are starting to build themselves. Because each generation of model will be better at building its successor than the last, it seems plausible that the full automation of AI R&D could rapidl...

10 Syys 22min

Inside the first AI-coordinated cyberattack on a real company

Inside the first AI-coordinated cyberattack on a real company

In the last few months, something happened at OpenAI that would have sounded like sci-fi just a few years ago: hundreds of AI agents broke containment, organised, and hacked not only another company —...

4 Syys 22min

#253 – AI 2027's author returns with a plan to change the ending | Daniel Kokotajlo

#253 – AI 2027's author returns with a plan to change the ending | Daniel Kokotajlo

Last year, Daniel Kokotajlo and his colleagues published AI 2027 — a scenario read by millions, including US Vice President Vance. AI 2027 ended in human extinction or an irreversible concentration of...

27 Elo 3h 47min

Suosittua kategoriassa Koulutus

rss-murhan-anatomia
aamukahvilla
psykopodiaa-podcast
psykologia
rss-arkea-ja-aurinkoa-podcast-espanjasta
voi-hyvin-meditaatiot-2
rss-liian-kuuma-peruna
kesken
rss-narsisti
rss-duodecim-lehti
rss-rahamania
rss-hereilla
koulu-podcast-2
aloita-meditaatio
rahapuhetta
rss-koira-haudattuna
solu-ja-molekyylibiologian-perusteet
rss-niinku-asia-on
rss-valo-minussa-2
ilona-rauhala