{"id":"AIBD-1176","title":"The World Bank's Independent Evaluation Group reports 133 nursing facility monitoring points linked to 17 categories of AI safety algorithms in Anhui","summary":"The World Bank's evaluation office counted 133 nursing facility monitoring points connected to 17 categories of AI-based safety algorithms among the efficiency gains of Anhui's aged care platform.","date_observed":"2025-10-31","date_basis":"event","date_precision":"day","benefit_status":"reported","source_collection":null,"source_entry":null,"account":"The Anhui Aged Care System Demonstration Project, financed by a World Bank loan, closed on 31 October 2025. Its first component supported the Anhui Provincial Department of Civil Affairs in building a unified provincial aged care information platform. The World Bank's Independent Evaluation Group reviewed the completion report on 24 June 2026 and rated efficiency substantial. The evaluators report that the completion report documented administrative and system-level efficiency gains from the platform that were left unquantified at appraisal. By closing, the platform had connected 133 nursing facility monitoring points with 17 categories of artificial intelligence-based safety algorithms. These gains were not included in the benefit-cost ratio or the economic rate of return. The evaluators judged the completion report's evidence base strong, drawn from the platform's administrative records. The Bank's own completion report of 23 March 2026 says that the algorithms provide real-time alerts for events such as falls, unoccupied beds and other safety risks. It relays the provincial government's statement that the tools have measurably reduced accidents in connected facilities, while noting that no precise quantification is available. Neither document names the algorithms' supplier or gives an accident figure.","category":"protective response","unexpected":false,"purpose":"An unnamed vendor built the safety algorithms for Anhui's provincial aged care information platform to monitor nursing facilities and alert staff to falls, unoccupied beds and other safety risks.","system":"Artificial intelligence-based safety algorithms (17 categories) on the nursing facility monitoring points of the Anhui provincial aged care information platform (not named in the review)","model_version":null,"developer":"Not named in the review","deployer":"Anhui Provincial Department of Civil Affairs, with the connected nursing facilities","location":"Anhui, China","domain":"Adult social care","segment":null,"benefit_type":"Reduced Risk","work_activities":["4.A.1.a.2","4.A.1.b.1"],"taxonomy_note":null,"registry_ids":{},"ratings":[{"group":"personal","depth":null,"reason":"Residents of the connected facilities are the protected group, but neither document gives an accident or injury figure beyond the government's unquantified claim of fewer accidents."},{"group":"organizational","depth":2,"reason":"The platform connected 133 monitoring points with 17 categories of safety algorithms by closing, a measured extension of facility oversight that the evaluators count among system-level efficiency gains."}],"ai_role":{"status":"unassessed","statement":"The evaluators count the monitoring points and algorithm categories as gains documented by the completion report. 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On this point the review restates the Bank's completion report.","title":"Implementation Completion Report (ICR) Review: Anhui Aged Care System Demonstration Project (P154716)","url":"https://documents.worldbank.org/curated/en/099062426110529965/pdf/P154716-aa7e34f9-68fb-4f21-b8c6-f038bf432a4a.pdf","date":"2026-06-24","written_by":"independent","quote":"generated over 1.26 million home care service orders in Anqing and Lu'An, and connected 133 nursing facility monitoring points with 17 categories of artificial intelligence-based safety algorithms. These gains complemented the quantified benefit channels but were not included in the BCR or EIRR."},{"kind":"report","citation":"World Bank. Implementation Completion and Results Report: Anhui Aged Care System Demonstration Project (P154716). ICR00675, 23 March 2026. The Bank's own completion report, which the Independent Evaluation Group reviewed.","title":"Implementation Completion and Results Report: Anhui Aged Care System Demonstration Project (P154716)","url":"https://documents.worldbank.org/curated/en/099052226161047309/pdf/BOSIB-2ae4b401-023c-478a-bdb5-e109386a74c6.pdf","date":"2026-03-23","written_by":"evaluator","quote":"Using 17 categories of AI-based algorithms, the system provides real-time alerts for events such as falls, unoccupied beds, and other safety risks."},{"kind":"report","citation":"World Bank. Implementation Completion and Results Report: Anhui Aged Care System Demonstration Project (P154716). ICR00675, 23 March 2026. The Bank's own completion report, which the Independent Evaluation Group reviewed.","title":"Implementation Completion and Results Report: Anhui Aged Care System Demonstration Project (P154716)","url":"https://documents.worldbank.org/curated/en/099052226161047309/pdf/BOSIB-2ae4b401-023c-478a-bdb5-e109386a74c6.pdf","date":"2026-03-23","written_by":"evaluator","quote":"The Government's completion report notes that these tools have measurably reduced the incidence of accidents in connected facilities, though a precise quantification is not available."}],"replication":{"produced_by":["The provincial platform connected video monitoring points in nursing facilities and ran 17 categories of safety algorithms on them.","The algorithms sent real-time alerts for falls, unoccupied beds and other safety risks to facility oversight."],"must_hold":["Facilities must keep the monitoring points connected to the provincial platform.","Staff must respond to the alerts in time for them to prevent harm."],"echoes":[]},"paired_incident":null,"headline":"AI safety algorithms watch 133 points in Anhui nursing facilities","metric":"133 nursing facility monitoring points","comparator":null,"later":null,"benefit_dimensions":["functional","personal"],"benefit_categories":["physical_health","operational_improvement"],"scsp_example":"Hazard reduction","size":{"reach":{"band":null,"fact":null,"quote":null,"url":null,"reason":"The sources count 133 video monitoring points but not the residents or facilities they protect."},"duration":{"band":null,"fact":null,"quote":null,"url":null,"reason":"The sources do not say when the alerts began, and no accident figures show how long any gain lasted."},"distribution":{"band":null,"fact":null,"quote":null,"url":null,"reason":"The sources give no accident figures for any group of residents."},"frequency":{"band":5,"fact":"The system watches the connected facilities and sends real-time alerts for falls and other safety risks.","quote":"Using 17 categories of AI-based algorithms, the system provides real-time alerts for events such as falls, unoccupied beds, and other safety risks.","url":"https://documents.worldbank.org/curated/en/099052226161047309/pdf/BOSIB-2ae4b401-023c-478a-bdb5-e109386a74c6.pdf","reason":null}},"value":null,"developer_country":null,"deployer_country":"China","unrated_because":null,"brief_notes":null,"brief":null,"revisions":[{"date":"2026-11-01","change":"Added the record from the report of the World Bank Independent Evaluation Group.","source":"https://documents.worldbank.org/curated/en/099062426110529965/pdf/P154716-aa7e34f9-68fb-4f21-b8c6-f038bf432a4a.pdf","editor":"AIBD"},{"date":"2026-11-01","change":"Placed the benefit under its broad categories and recorded its reach, duration, distribution and frequency from its sources.","source":null,"editor":"AIBD"}],"confidence":"reported","shade":"medium","claim_status":"Independently reported","claim_basis":"Sources: one independent descriptive report and the evaluators' report. 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