Dina Balabanova
@dinabalabanova.bsky.social
Professor Health Systems & Policy @LSHTM
I strive to support action on anti-corruption/improved governance in health systems, people-centred care (non-communicable disease) and resilience.
I strive to support action on anti-corruption/improved governance in health systems, people-centred care (non-communicable disease) and resilience.
Reposted by Dina Balabanova
And one of our first actions was to create a @bsky.app account (of course!)
Follow us @pen-connect.bsky.social if interested in non-communicable disease manage in low and middle income countries
@dinabalabanova.bsky.social
@tolibmirzoev.bsky.social
@eleanorhutch.bsky.social
Follow us @pen-connect.bsky.social if interested in non-communicable disease manage in low and middle income countries
@dinabalabanova.bsky.social
@tolibmirzoev.bsky.social
@eleanorhutch.bsky.social
October 29, 2025 at 2:10 PM
And one of our first actions was to create a @bsky.app account (of course!)
Follow us @pen-connect.bsky.social if interested in non-communicable disease manage in low and middle income countries
@dinabalabanova.bsky.social
@tolibmirzoev.bsky.social
@eleanorhutch.bsky.social
Follow us @pen-connect.bsky.social if interested in non-communicable disease manage in low and middle income countries
@dinabalabanova.bsky.social
@tolibmirzoev.bsky.social
@eleanorhutch.bsky.social
7/
We will identify quick wins and systemic change for anti-corruption, engage and foster a movement towards real change. Join us in finding viable solutions. #HealthIntegrity #Anti-corruption
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social @preslavastoeva.bsky.social
We will identify quick wins and systemic change for anti-corruption, engage and foster a movement towards real change. Join us in finding viable solutions. #HealthIntegrity #Anti-corruption
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social @preslavastoeva.bsky.social
July 23, 2025 at 9:59 AM
7/
We will identify quick wins and systemic change for anti-corruption, engage and foster a movement towards real change. Join us in finding viable solutions. #HealthIntegrity #Anti-corruption
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social @preslavastoeva.bsky.social
We will identify quick wins and systemic change for anti-corruption, engage and foster a movement towards real change. Join us in finding viable solutions. #HealthIntegrity #Anti-corruption
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social @preslavastoeva.bsky.social
6/
With funding and right to health under threat, the time to act is now. Our Lancet GH Commission on Anti-Corruption approach:
🔍 Evidence-based
🌍 Context-specific
🤝 Civil society-led
⚖️ Changing incentives and structures
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social
With funding and right to health under threat, the time to act is now. Our Lancet GH Commission on Anti-Corruption approach:
🔍 Evidence-based
🌍 Context-specific
🤝 Civil society-led
⚖️ Changing incentives and structures
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social
July 23, 2025 at 9:44 AM
6/
With funding and right to health under threat, the time to act is now. Our Lancet GH Commission on Anti-Corruption approach:
🔍 Evidence-based
🌍 Context-specific
🤝 Civil society-led
⚖️ Changing incentives and structures
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social
With funding and right to health under threat, the time to act is now. Our Lancet GH Commission on Anti-Corruption approach:
🔍 Evidence-based
🌍 Context-specific
🤝 Civil society-led
⚖️ Changing incentives and structures
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social
5/
Most anti-corruption efforts fail. Why? They ignore the political and institutional factors underpinning #corruption. To fix corruption we must fix broken health systems and political networks enabling it #PolicyReform
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social
Most anti-corruption efforts fail. Why? They ignore the political and institutional factors underpinning #corruption. To fix corruption we must fix broken health systems and political networks enabling it #PolicyReform
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social
July 23, 2025 at 9:39 AM
5/
Most anti-corruption efforts fail. Why? They ignore the political and institutional factors underpinning #corruption. To fix corruption we must fix broken health systems and political networks enabling it #PolicyReform
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social
Most anti-corruption efforts fail. Why? They ignore the political and institutional factors underpinning #corruption. To fix corruption we must fix broken health systems and political networks enabling it #PolicyReform
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social
4/
Corruption is global and not just a low-income country issue —and so must be our response. From COVID-era procurement scandals to opaque pharma lobbying, some richer countries enable corruption via tax havens/lax oversight
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social
Corruption is global and not just a low-income country issue —and so must be our response. From COVID-era procurement scandals to opaque pharma lobbying, some richer countries enable corruption via tax havens/lax oversight
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social
July 23, 2025 at 9:35 AM
4/
Corruption is global and not just a low-income country issue —and so must be our response. From COVID-era procurement scandals to opaque pharma lobbying, some richer countries enable corruption via tax havens/lax oversight
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social
Corruption is global and not just a low-income country issue —and so must be our response. From COVID-era procurement scandals to opaque pharma lobbying, some richer countries enable corruption via tax havens/lax oversight
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social
3/
From informal payments to rigged procurement of medicines, corruption erodes trust and harms the most vulnerable most. And it’s local and global—from health clinics to offshore tax havens #HealthEquity #Governance
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social
From informal payments to rigged procurement of medicines, corruption erodes trust and harms the most vulnerable most. And it’s local and global—from health clinics to offshore tax havens #HealthEquity #Governance
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social
July 23, 2025 at 9:30 AM
3/
From informal payments to rigged procurement of medicines, corruption erodes trust and harms the most vulnerable most. And it’s local and global—from health clinics to offshore tax havens #HealthEquity #Governance
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social
From informal payments to rigged procurement of medicines, corruption erodes trust and harms the most vulnerable most. And it’s local and global—from health clinics to offshore tax havens #HealthEquity #Governance
@martinmckee.bsky.social @eleanorhutch.bsky.social @lancetgh.bsky.social
2/
Corruption kills - it is linked to higher child and adult mortality, infectious disease, poor mental health, fake medicines. The cost in lives and money is massive #Accountability
@martinmckee.bsky.social @eleanorhutch.bsky.social @preslavastoeva.bsky.social @lancetgh.bsky.social
Corruption kills - it is linked to higher child and adult mortality, infectious disease, poor mental health, fake medicines. The cost in lives and money is massive #Accountability
@martinmckee.bsky.social @eleanorhutch.bsky.social @preslavastoeva.bsky.social @lancetgh.bsky.social
July 23, 2025 at 9:26 AM
2/
Corruption kills - it is linked to higher child and adult mortality, infectious disease, poor mental health, fake medicines. The cost in lives and money is massive #Accountability
@martinmckee.bsky.social @eleanorhutch.bsky.social @preslavastoeva.bsky.social @lancetgh.bsky.social
Corruption kills - it is linked to higher child and adult mortality, infectious disease, poor mental health, fake medicines. The cost in lives and money is massive #Accountability
@martinmckee.bsky.social @eleanorhutch.bsky.social @preslavastoeva.bsky.social @lancetgh.bsky.social
Reposted by Dina Balabanova
6️⃣ The way forward
Invest in:
• Skilled personnel 👩💻
• Data interoperability 📂
• Participatory oversight mechanisms 🗳️
• Ethical AI policies 🌐
AI should support—not replace—human judgment.
Invest in:
• Skilled personnel 👩💻
• Data interoperability 📂
• Participatory oversight mechanisms 🗳️
• Ethical AI policies 🌐
AI should support—not replace—human judgment.
June 11, 2025 at 5:31 PM
6️⃣ The way forward
Invest in:
• Skilled personnel 👩💻
• Data interoperability 📂
• Participatory oversight mechanisms 🗳️
• Ethical AI policies 🌐
AI should support—not replace—human judgment.
Invest in:
• Skilled personnel 👩💻
• Data interoperability 📂
• Participatory oversight mechanisms 🗳️
• Ethical AI policies 🌐
AI should support—not replace—human judgment.
Reposted by Dina Balabanova
5️⃣ AI’s dual nature
AI can uncover hidden fraud or enable corruption on an unprecedented scale. Success hinges on who controls the data and tools—governments, civil society, or private entities.
AI can uncover hidden fraud or enable corruption on an unprecedented scale. Success hinges on who controls the data and tools—governments, civil society, or private entities.
June 11, 2025 at 5:31 PM
5️⃣ AI’s dual nature
AI can uncover hidden fraud or enable corruption on an unprecedented scale. Success hinges on who controls the data and tools—governments, civil society, or private entities.
AI can uncover hidden fraud or enable corruption on an unprecedented scale. Success hinges on who controls the data and tools—governments, civil society, or private entities.
Reposted by Dina Balabanova
4️⃣ Governance is key
For AI to be effective, we need:
• Transparent algorithms ⚖️
• Strong human oversight 🧑⚖️
• Legal and ethical frameworks 🛡️
Poor implementation risks false accusations and perpetuating inequities.
For AI to be effective, we need:
• Transparent algorithms ⚖️
• Strong human oversight 🧑⚖️
• Legal and ethical frameworks 🛡️
Poor implementation risks false accusations and perpetuating inequities.
June 11, 2025 at 5:31 PM
4️⃣ Governance is key
For AI to be effective, we need:
• Transparent algorithms ⚖️
• Strong human oversight 🧑⚖️
• Legal and ethical frameworks 🛡️
Poor implementation risks false accusations and perpetuating inequities.
For AI to be effective, we need:
• Transparent algorithms ⚖️
• Strong human oversight 🧑⚖️
• Legal and ethical frameworks 🛡️
Poor implementation risks false accusations and perpetuating inequities.
Reposted by Dina Balabanova
3️⃣ But risks abound…
AI isn’t neutral. Biases in data and algorithms can reinforce corruption rather than combat it. Authoritarian misuse of AI can suppress dissent while protecting elites.
AI isn’t neutral. Biases in data and algorithms can reinforce corruption rather than combat it. Authoritarian misuse of AI can suppress dissent while protecting elites.
June 11, 2025 at 5:31 PM
3️⃣ But risks abound…
AI isn’t neutral. Biases in data and algorithms can reinforce corruption rather than combat it. Authoritarian misuse of AI can suppress dissent while protecting elites.
AI isn’t neutral. Biases in data and algorithms can reinforce corruption rather than combat it. Authoritarian misuse of AI can suppress dissent while protecting elites.
Reposted by Dina Balabanova
2️⃣ How AI helps: Anti-Corruption Tools (ACTs)
• Detect anomalies in procurement & billing 📊
• Spot counterfeit medicines 🔍
• Enhance transparency via blockchain integration 🔗
Examples: AI bots flagging suspicious expenses, detecting bid-rigging, or mapping drug supply chains.
• Detect anomalies in procurement & billing 📊
• Spot counterfeit medicines 🔍
• Enhance transparency via blockchain integration 🔗
Examples: AI bots flagging suspicious expenses, detecting bid-rigging, or mapping drug supply chains.
June 11, 2025 at 5:31 PM
2️⃣ How AI helps: Anti-Corruption Tools (ACTs)
• Detect anomalies in procurement & billing 📊
• Spot counterfeit medicines 🔍
• Enhance transparency via blockchain integration 🔗
Examples: AI bots flagging suspicious expenses, detecting bid-rigging, or mapping drug supply chains.
• Detect anomalies in procurement & billing 📊
• Spot counterfeit medicines 🔍
• Enhance transparency via blockchain integration 🔗
Examples: AI bots flagging suspicious expenses, detecting bid-rigging, or mapping drug supply chains.