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The dataset generation failed
Error code: DatasetGenerationError
Exception: TypeError
Message: Couldn't cast array of type string to null
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2312, in cast_table_to_schema
cast_array_to_feature(
~~~~~~~~~~~~~~~~~~~~~^
table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
feature,
^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1861, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
~~~~^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2152, in cast_array_to_feature
return array_cast(
array,
...<2 lines>...
allow_decimal_to_str=allow_decimal_to_str,
)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1863, in wrapper
return func(array, *args, **kwargs)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2014, in array_cast
raise TypeError(f"Couldn't cast array of type {_short_str(array.type)} to {_short_str(pa_type)}")
TypeError: Couldn't cast array of type string to null
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1880, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
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corpus_id string | config string | pdf_url string | title string | page int64 | chunk int64 | input_text string | project_id string | doc_id null | document_type string | document_date string | language string | disclosure_status string | country string | report_no string | authors string | disclosure_date string | major_sector string | sector null | topics string | themes string | region null | landing_page_url string | abstract string | report_url null | organization null | posted null | originally_published null | disaster_type null | mention string | label string | score float64 | start int64 | end int64 | usage_phrase string | producer string | year string | geography string | acronym string | data_type string | usage_action string | impact_label string | usage_summary string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 14 | 2 | Refugees by enacting the Refugees Act of 2021, which grants refugees more rights and protections, and by supporting the Shirika Plan,<sup>9</sup> which seeks to create integrated settlements where refugees can live, access social services, and work alongside Kenyans.
## **B. Sectoral and Institutional Context***
>... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | World Bank data | NAMED_DATA | 0.655237 | 669 | 684 | > 5 World Bank data. | World Bank | null | Kenya | null | other | source | none | Cites World Bank data as a referenced source. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 14 | 2 | Refugees by enacting the Refugees Act of 2021, which grants refugees more rights and protections, and by supporting the Shirika Plan,<sup>9</sup> which seeks to create integrated settlements where refugees can live, access social services, and work alongside Kenyans.
## **B. Sectoral and Institutional Context***
>... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | UNHCR Statistics package | NAMED_DATA | 0.791036 | 953 | 977 | Hyperlink reference not valid.**
> 6 Kenya: IPC Acute Food Insecurity and Acute Malnutrition Analysis (July - December 2022)
> 7 For a detailed map see: https://data2.unhcr.org/en/country/ken
> 8 UNHCR Statistics package. | UNHCR | 2023 | Kenya | null | report | source | none | Cites the UNHCR Statistics package as a reference for the referenced material. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 15 | 2 | particularly affected by malnutrition and micronutrient deficiencies.<sup>14</sup>
6. **The devolution of health service delivery in 2013 has presented mixed results** . Decentralization of responsibility for public sector health service delivery to the 47 county Governments has been accompanied by a 34.0 percent in... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | World Bank Estimates | NAMED_DATA | 0.535013 | 927 | 947 | However, county Governments have faced significant challenges in management of human resources for health, ensuring availability of Health Products and Technologies (HPTs), improving quality of care,
> 10 World Bank Estimates: https://data.worldbank.org/indicator/SP.DYN.LE00.IN?locations=KE
> 11 Kenya Demographic H... | World Bank | null | null | null | indicator | source | none | World Bank estimates are cited as a source for the reported figures on health service delivery and facilities. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 15 | 2 | particularly affected by malnutrition and micronutrient deficiencies.<sup>14</sup>
6. **The devolution of health service delivery in 2013 has presented mixed results** . Decentralization of responsibility for public sector health service delivery to the 47 county Governments has been accompanied by a 34.0 percent in... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | Kenya Demographic Health Survey | NAMED_DATA | 0.727899 | 1,021 | 1,052 | However, county Governments have faced significant challenges in management of human resources for health, ensuring availability of Health Products and Technologies (HPTs), improving quality of care,
> 10 World Bank Estimates: https://data.worldbank.org/indicator/SP.DYN.LE00.IN?locations=KE
> 11 Kenya Demographic H... | null | 2022 | Kenya | null | survey | source | none | The Kenya Demographic Health Survey is cited as a source for information about health facilities and services. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 17 | 2 | primary healthcare services and strengthen institutional capacity for service delivery.
> 20 Government of Kenya. (April, 2010) National Climate Change Response Strategy.
> 21 Government of Kenya (2016). National Climate Change Framework Policy. Accessed.
> 22 Government of Kenya (2018) Kenya Health Sector Strat... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | Kenya Refugee Protection Assessment Update No. 5 | NAMED_DATA | 0.651281 | 424 | 472 | > 24 Based on UNHCR’s Kenya Refugee Protection Assessment Update No. | UNHCR | 2023 | Kenya | null | report | source | none | Cites UNHCR’s Kenya Refugee Protection Assessment Update No. 5 as a referenced publication. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 18 | 1 | . Funds will be earmarked for the procurement and distribution of HPTs for primary care services (levels 1-3) in all 47 counties during the life of the project. Counties will draw down HPTs from an agreed list, based on their resource allocation as described in sub-component 2.1. To ensure transparency and accountabili... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | seasonal data | VAGUE_DATA | 0.78559 | 896 | 909 | The project will use seasonal data to inform pharmaceutical planning for climate sensitive conditions (e.g., malaria, cholera, anti-diarrheal medicines, etc.). | MoH | null | null | null | other | inform | policy | Uses seasonal data to inform pharmaceutical planning for climate-sensitive conditions. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 18 | 2 | . Additionally, the project will support the MoH to establish/strengthen regulatory bodies and operationalize quality of care reforms for improved strategic purchasing.
17. **Sub-component 1.3: Improve availability and use of quality data for decision making (US$10 million):** This subcomponent will support the Gover... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | WHO STEPwise approach to non-communicable diseases | NAMED_DATA | 0.763743 | 502 | 552 | **Sub-component 1.3: Improve availability and use of quality data for decision making (US$10 million):** This subcomponent will support the Government to improve generation and use of strategic information for decision making, specifically through conducting relevant cross-sectional surveys including, but not limited t... | WHO | null | null | STEPS | survey | inform | policy | The WHO STEPwise approach to non-communicable diseases risk factor surveillance and the Household Health Expenditure and Utilization Survey are intended to support decision making. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 18 | 2 | . Additionally, the project will support the MoH to establish/strengthen regulatory bodies and operationalize quality of care reforms for improved strategic purchasing.
17. **Sub-component 1.3: Improve availability and use of quality data for decision making (US$10 million):** This subcomponent will support the Gover... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | Household Health Expenditure and Utilization Survey | NAMED_DATA | 0.903346 | 608 | 659 | **Sub-component 1.3: Improve availability and use of quality data for decision making (US$10 million):** This subcomponent will support the Government to improve generation and use of strategic information for decision making, specifically through conducting relevant cross-sectional surveys including, but not limited t... | WHO | null | null | null | survey | inform | policy | The Household Health Expenditure and Utilization Survey is identified as a subcomponent supporting improved strategic information for decision making. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 21 | 0 | **The World Bank** Building Resilient and Responsive Health Systems (P179698)
## **D. Results Chain**
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CHALLENGES ACTIVITIES OUTPUTS SHORT-TERM PROJECT LONG-TERM<br>OUTCOMES OUTCOMES OUTCOMES<br>Component 1<br>Suboptimal availability Finance key health surveys Improved ava... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | key health surveys | DESCRIPTIVE_DATA | 0.731695 | 288 | 306 | Results Chain**
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CHALLENGES ACTIVITIES OUTPUTS SHORT-TERM PROJECT LONG-TERM<br>OUTCOMES OUTCOMES OUTCOMES<br>Component 1<br>Suboptimal availability Finance key health surveys Improved availability of Improved<br>and use of data for quality data evidence -based<br>decision ... | World Bank | null | null | null | survey | analyze | evidence-base | Reports the results of the World Bank’s Building Resilient and Responsive Health Systems results. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 23 | 1 | (a) coordinate the project activities; (b) ensure the financial management of all project activities in all Components; and (c) prepare consolidated AWPs, budgets, monitoring and evaluation, and quarterly and annual financial and technical implementation reports. The PMT will compile reports from each of the 47 counti... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | Kenya Health Information System | NAMED_DATA | 0.889166 | 1,201 | 1,232 | **The M&E approach for the project is aligned with the Government’s procedures and data sources and will contribute to improved data quality.** All project indicators (a) are a subset of the health sector’s performance indicators available in various data sources including the Kenya Health Information System (KHIS); an... | null | null | Kenya | KHIS | administrative | inform | policy | Uses the Kenya Health Information System as a source of health-sector performance indicators and records to be collected routinely. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 23 | 1 | (a) coordinate the project activities; (b) ensure the financial management of all project activities in all Components; and (c) prepare consolidated AWPs, budgets, monitoring and evaluation, and quarterly and annual financial and technical implementation reports. The PMT will compile reports from each of the 47 counti... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | household and facility surveys | DESCRIPTIVE_DATA | 0.902596 | 1,492 | 1,522 | Where relevant, at project closure, data from household and facility surveys will be used to complement routine data to measure project achievement of the PDO. | null | null | 47 counties | null | survey | analyze | evidence-base | Household and facility survey data are intended to complement routine monitoring and evaluation of the project. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 35 | 0 | **The World Bank** Building Resilient and Responsive Health Systems (P179698)
## **Monitoring & Evaluation Plan: PDO Indicators by PDO Outcomes**
|**Outcome 1: Improve util**|**ization ofquality primary health care services**|
|---|---|
|**Percentage of women re**|**ceiving postnatal care within 48 hours(Percen... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | KHIS | NAMED_DATA | 0.713792 | 549 | 553 | **The World Bank** Building Resilient and Responsive Health Systems (P179698)
## **Monitoring & Evaluation Plan: PDO Indicators by PDO Outcomes**
|**Outcome 1: Improve util**|**ization ofquality primary health care services**|
|---|---|
|**Percentage of women re**|**ceiving postnatal care within 48 hours(Percen... | KHIS | null | null | KHIS | administrative | source | evidence-base | Identifies KHIS as the data source for the monitoring and evaluation plan on PDO indicators. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 35 | 0 | **The World Bank** Building Resilient and Responsive Health Systems (P179698)
## **Monitoring & Evaluation Plan: PDO Indicators by PDO Outcomes**
|**Outcome 1: Improve util**|**ization ofquality primary health care services**|
|---|---|
|**Percentage of women re**|**ceiving postnatal care within 48 hours(Percen... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | KHIS | NAMED_DATA | 0.5336 | 1,095 | 1,099 | **The World Bank** Building Resilient and Responsive Health Systems (P179698)
## **Monitoring & Evaluation Plan: PDO Indicators by PDO Outcomes**
|**Outcome 1: Improve util**|**ization ofquality primary health care services**|
|---|---|
|**Percentage of women re**|**ceiving postnatal care within 48 hours(Percen... | KHIS | null | null | KHIS | administrative | source | evidence-base | Identifies KHIS as the data source for the monitoring and evaluation plan on PDO indicators. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 35 | 1 | arissa and Turkana(Percentage) **|
||Numerator: Number of host community women in Garissa and Turkana, receiving postnatal care after delivery within 48|
|Description|hours. Denominator: Total number of expected live births within the host commnunity of Garissa and Turkana, during<br>the reporting period|
|Frequency|E... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | KHIS | NAMED_DATA | 0.608652 | 349 | 353 | Denominator: Total number of expected live births within the host commnunity of Garissa and Turkana, during<br>the reporting period|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Collection|Routine HMIS data collection|
|Responsibility for Data<br>Collection|MoH|
|**Percentage of refugee w**|... | null | null | null | KHIS | administrative | source | evidence-base | Uses KHIS data collection to measure expected live births within Garissa and Turkana during the reporting period. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 35 | 1 | arissa and Turkana(Percentage) **|
||Numerator: Number of host community women in Garissa and Turkana, receiving postnatal care after delivery within 48|
|Description|hours. Denominator: Total number of expected live births within the host commnunity of Garissa and Turkana, during<br>the reporting period|
|Frequency|E... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | UNHCR reports | NAMED_DATA | 0.614135 | 890 | 903 | Denominator: Total number of expected live births within the host commnunity of Garissa and Turkana, during<br>the reporting period|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Collection|Routine HMIS data collection|
|Responsibility for Data<br>Collection|MoH|
|**Percentage of refugee w**|... | UNHCR | null | null | null | report | source | none | UNHCR is listed as the source of the reported figures on births, vaccinations, and children’s vaccination. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 35 | 1 | arissa and Turkana(Percentage) **|
||Numerator: Number of host community women in Garissa and Turkana, receiving postnatal care after delivery within 48|
|Description|hours. Denominator: Total number of expected live births within the host commnunity of Garissa and Turkana, during<br>the reporting period|
|Frequency|E... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | KHIS | NAMED_DATA | 0.509211 | 1,330 | 1,334 | Denominator: Total number of expected live births within the host commnunity of Garissa and Turkana, during<br>the reporting period|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Collection|Routine HMIS data collection|
|Responsibility for Data<br>Collection|MoH|
|**Percentage of refugee w**|... | null | null | null | KHIS | administrative | source | evidence-base | Uses KHIS data collection to measure expected live births within Garissa and Turkana during the reporting period. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 36 | 0 |
# **The World Bank** Building Resilient and Responsive Health Systems (P179698)
|Collection||
|---|---|
|**Percentage of children i**|**mmunized with three doses of Pentavalent vaccine in the 10 selected counties(Percentage)**|
|Description|Numerator: Number of children under 1 year who have received three doses of ... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | KHIS | NAMED_DATA | 0.679343 | 506 | 510 | Denominator: Total number of survivingchildren under 1year in the 10 selected counties.|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Collection|Routine HMIS data collection|
|Responsibility for Data<br>Collection|MoH|
|**Outcome 2: To improve**|**quality ofprimary health care services**|
|**... | KHIS | null | null | KHIS | administrative | analyze | evidence-base | Uses KHIS data to measure the number of surviving children under one-year age in selected counties. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 36 | 1 | of women attending 4 or more ANC visits in the 10 selected counties.<br>Denominator: Total number of expected live births duringthe reporting period in the 10 selected counties.|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Collection|Routine HMIS data collection|
|Responsibility for Data<br... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | KHIS | NAMED_DATA | 0.609899 | 221 | 225 | of women attending 4 or more ANC visits in the 10 selected counties.<br>Denominator: Total number of expected live births duringthe reporting period in the 10 selected counties.|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Collection|Routine HMIS data collection|
|Responsibility for Data<br>... | KHIS | null | Garissa and Turkana | KHIS | administrative | analyze | evidence-base | Uses KHIS data to measure the number of pregnant women attending four or more ANC visits in selected counties. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 36 | 1 | of women attending 4 or more ANC visits in the 10 selected counties.<br>Denominator: Total number of expected live births duringthe reporting period in the 10 selected counties.|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Collection|Routine HMIS data collection|
|Responsibility for Data<br... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | KHIS | NAMED_DATA | 0.527891 | 764 | 768 | of women attending 4 or more ANC visits in the 10 selected counties.<br>Denominator: Total number of expected live births duringthe reporting period in the 10 selected counties.|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Collection|Routine HMIS data collection|
|Responsibility for Data<br>... | KHIS | null | Garissa and Turkana | KHIS | administrative | analyze | evidence-base | Uses KHIS data to measure the number of pregnant women attending four or more ANC visits in selected counties. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 36 | 1 | of women attending 4 or more ANC visits in the 10 selected counties.<br>Denominator: Total number of expected live births duringthe reporting period in the 10 selected counties.|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Collection|Routine HMIS data collection|
|Responsibility for Data<br... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | UNHCR reports | NAMED_DATA | 0.581508 | 1,264 | 1,277 | Denominator: Total number of expected live births during the reporting period within the host community of<br>Garissa and Turkana|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Collection|Routine HMIS data collection|
|Responsibility for Data<br>|MoH|
|Collection||
|**Percentage of refugeep**|... | UNHCR | null | null | null | administrative | source | none | UNHCR is identified as the source of the reported data on expected births and refugee pregnancy. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 36 | 2 | tine UNHCR data collection|
|Responsibility for Data<br>|MoH|
|Collection||
|**Proportion of Children U**|**nder 5 with diarrhea treated with Zinc/ORS Co-Pack(Percentage) **|
Page 31 of 43
Feb 21, 2024 | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | UNHCR data collection | NAMED_DATA | 0.638786 | 5 | 26 | tine UNHCR data collection|
|Responsibility for Data<br>|MoH|
|Collection||
|**Proportion of Children U**|**nder 5 with diarrhea treated with Zinc/ORS Co-Pack(Percentage) **|
Page 31 of 43
Feb 21, 2024 | UNHCR | null | null | null | administrative | source | none | Lists UNHCR data collection as a responsibility for the data. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 37 | 0 |
# **The World Bank**
## Building Resilient and Responsive Health Systems (P179698)
|Description|Numerator: Total number of children receiving Zinc/ORS co-pack<br>Denominator: Total number of children under 5years with diarrhea|
|---|---|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Colle... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | KHIS | NAMED_DATA | 0.643841 | 284 | 288 | # **The World Bank**
## Building Resilient and Responsive Health Systems (P179698)
|Description|Numerator: Total number of children receiving Zinc/ORS co-pack<br>Denominator: Total number of children under 5years with diarrhea|
|---|---|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Collec... | KHIS | null | null | KHIS | survey | source | none | Identifies KHIS as the data source for the reported statistics on children receiving zinc orors co-pack and diarrhea treatment. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 37 | 0 |
# **The World Bank**
## Building Resilient and Responsive Health Systems (P179698)
|Description|Numerator: Total number of children receiving Zinc/ORS co-pack<br>Denominator: Total number of children under 5years with diarrhea|
|---|---|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Colle... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | KHIS | NAMED_DATA | 0.536237 | 771 | 775 | # **The World Bank**
## Building Resilient and Responsive Health Systems (P179698)
|Description|Numerator: Total number of children receiving Zinc/ORS co-pack<br>Denominator: Total number of children under 5years with diarrhea|
|---|---|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Collec... | KHIS | null | null | KHIS | survey | source | none | Identifies KHIS as the data source for the reported statistics on children receiving zinc orors co-pack and diarrhea treatment. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 37 | 0 |
# **The World Bank**
## Building Resilient and Responsive Health Systems (P179698)
|Description|Numerator: Total number of children receiving Zinc/ORS co-pack<br>Denominator: Total number of children under 5years with diarrhea|
|---|---|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Colle... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | Routine ERP data | DESCRIPTIVE_DATA | 0.523998 | 1,261 | 1,277 | # **The World Bank**
## Building Resilient and Responsive Health Systems (P179698)
|Description|Numerator: Total number of children receiving Zinc/ORS co-pack<br>Denominator: Total number of children under 5years with diarrhea|
|---|---|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Collec... | null | null | null | ERP | administrative | source | none | Routine ERP data are identified as the data source for the health-system measures. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 37 | 1 | ology for Data<br>Collection|Routine ERP data|
|Responsibility for Data<br>Collection|KEMSA, MoH|
|**Order turnaround time(**|**Days) **|
|Description|Average number of days taken to process and deliver to the last mile, priority health products and technologies (HPTs)<br>orders from the date the order isplaced.|
|Freq... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | Routine ERP data | DESCRIPTIVE_DATA | 0.646224 | 29 | 45 | ology for Data<br>Collection|Routine ERP data|
|Responsibility for Data<br>Collection|KEMSA, MoH|
|**Order turnaround time(**|**Days) **|
|Description|Average number of days taken to process and deliver to the last mile, priority health products and technologies (HPTs)<br>orders from the date the order isplaced.|
|Freq... | KEMSA, MoH | null | null | null | administrative | source | none | Routine ERP data are identified as the data source for the collection and monitoring of ERP information. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 38 | 0 |
# **The World Bank**
## Building Resilient and Responsive Health Systems (P179698)
|Data source|Project report|
|---|---|
|Methodology for Data<br>Collection|Project monitoring|
|Responsibility for Data<br>Collection|MoH|
|**Health insurance benefit**|**spackage developed(Yes/No) **|
|Description|A health insuranc... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | Routine ERP data | DESCRIPTIVE_DATA | 0.664738 | 424 | 440 | # **The World Bank**
## Building Resilient and Responsive Health Systems (P179698)
|Data source|Project report|
|---|---|
|Methodology for Data<br>Collection|Project monitoring|
|Responsibility for Data<br>Collection|MoH|
|**Health insurance benefit**|**spackage developed(Yes/No) **|
|Description|A health insurance... | Project monitoring | null | null | null | administrative | source | none | Routine ERP data are identified as the data source for the project’s methodology and data-collection responsibilities. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 38 | 1 | Ts ordersplaced within the required timeframe(Percentage) **|
|Description|Percentage of quarterly priority HPTs orders placed by Counties within the required timeframe. The required timeframe<br>is bythe 15th of the orderingmonth.|
|Frequency|Everysix months|
|Data source|Project report|
|Methodology for Data<br>Colle... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | KHIS | NAMED_DATA | 0.659141 | 674 | 678 | The required timeframe<br>is bythe 15th of the orderingmonth.|
|Frequency|Everysix months|
|Data source|Project report|
|Methodology for Data<br>Collection|Project monitoring|
|Responsibility for Data<br>Collection|KEMSA, MoH|
|**People who have receive**|**d essential health, nutrition, andpopulation(HNP) services(Num... | null | null | null | KHIS | administrative | source | none | Identifies KHIS as the data source for the reported delivery and immunization statistics. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 39 | 0 |
# **The World Bank**
## Building Resilient and Responsive Health Systems (P179698)
|Description|Total number of deliveries attended byskilled healthpersonnel|
|---|---|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Collection|Routine HMIS data collection|
|Responsibility for Data<br>Colle... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | KHIS | NAMED_DATA | 0.729312 | 215 | 219 | # **The World Bank**
## Building Resilient and Responsive Health Systems (P179698)
|Description|Total number of deliveries attended byskilled healthpersonnel|
|---|---|
|Frequency|Everysix months|
|Data source|KHIS|
|Methodology for Data<br>Collection|Routine HMIS data collection|
|Responsibility for Data<br>Collec... | KHIS | null | null | KHIS | administrative | source | evidence-base | Identifies KHIS as the source of the reported information on health personnel and facilities. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 39 | 1 | *rkana who have received essential health, nutrition, andpopulation(HNP) services(Number) **|
|Description|Total number of deliveries attended by skilled health personnel and total number of children immunized among the host<br>communityand refugees in Garissa and Turkana.|
|Frequency|Everysix months|
|Data source|KHIS... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | KHIS | NAMED_DATA | 0.629955 | 316 | 320 | *rkana who have received essential health, nutrition, andpopulation(HNP) services(Number) **|
|Description|Total number of deliveries attended by skilled health personnel and total number of children immunized among the host<br>communityand refugees in Garissa and Turkana.|
|Frequency|Everysix months|
|Data source|KHIS... | KHIS | null | Garissa and Turkana | KHIS | administrative | source | evidence-base | Identifies KHIS as the source of the reported statistics on health, nutrition, and population services. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 39 | 1 | *rkana who have received essential health, nutrition, andpopulation(HNP) services(Number) **|
|Description|Total number of deliveries attended by skilled health personnel and total number of children immunized among the host<br>communityand refugees in Garissa and Turkana.|
|Frequency|Everysix months|
|Data source|KHIS... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | KHIS | NAMED_DATA | 0.528528 | 666 | 670 | *rkana who have received essential health, nutrition, andpopulation(HNP) services(Number) **|
|Description|Total number of deliveries attended by skilled health personnel and total number of children immunized among the host<br>communityand refugees in Garissa and Turkana.|
|Frequency|Everysix months|
|Data source|KHIS... | KHIS | null | Garissa and Turkana | KHIS | administrative | source | evidence-base | Identifies KHIS as the source of the reported statistics on health, nutrition, and population services. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 39 | 1 | *rkana who have received essential health, nutrition, andpopulation(HNP) services(Number) **|
|Description|Total number of deliveries attended by skilled health personnel and total number of children immunized among the host<br>communityand refugees in Garissa and Turkana.|
|Frequency|Everysix months|
|Data source|KHIS... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | UNHCR reports | DESCRIPTIVE_DATA | 0.545567 | 997 | 1,010 | *rkana who have received essential health, nutrition, andpopulation(HNP) services(Number) **|
|Description|Total number of deliveries attended by skilled health personnel and total number of children immunized among the host<br>communityand refugees in Garissa and Turkana.|
|Frequency|Everysix months|
|Data source|KHIS... | UNHCR | null | null | null | report | source | none | UNHCR is listed as the source of the reported statistics on essential health, nutrition, and population services. |
refugee_pads:000000 | refugee_pads | http://documents1.worldbank.org/curated/en/099022324094562763/pdf/BOSIB1554c314c0a2187c019d7e85bc2a91.pdf | Kenya - Building Resilient and Responsive Health Systems Project | 40 | 0 |
# **The World Bank** Building Resilient and Responsive Health Systems (P179698)
|**Number of deliveries att**|**ended by skilled healthpersonnel among the host community in Garissa and Turkana(Number) **|
|---|---|
|Description|Total number of deliveries attended byskilled healthpersonnel amongthe host communityin G... | KE-Building Resilient and Responsive Health Systems -- P179698 | null | Project Appraisal Document | February 21, 2024 | English | Disclosed | null | PAD00194 | World Bank | March 13, 2024 | Health | null | Grievance Redress Mechanism,Health,Labor Health and Safety Conditions | FY17 - Forced Displacement,FY17 - Health Finance,FY17 - Health System Strengthening,FY17 - Disease Control,FY17 - Data production, accessibility and use,FY17 - Health Systems and Policies,FY17 - Health Service Delivery,FY17 - Climate change,FY17 - Fragility, Conflict and Violence,FY17 - Data Development and Capacity Bu... | null | https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099022324094562763 | The objective of the Building Resilient and Responsive Health Systems Project for Kenya is to improve utilization and quality of primary healthcare services and strengthen institutional capacity for service delivery. There are three components to the project, the first component being strengthening institutional capaci... | null | null | null | null | null | KHIS | NAMED_DATA | 0.675114 | 382 | 386 | # **The World Bank** Building Resilient and Responsive Health Systems (P179698)
|**Number of deliveries att**|**ended by skilled healthpersonnel among the host community in Garissa and Turkana(Number) **|
|---|---|
|Description|Total number of deliveries attended byskilled healthpersonnel amongthe host communityin Ga... | KHIS | null | Garissa and Turkana | KHIS | administrative | source | none | Identifies KHIS as the source of the reported data on health-care delivery and complaint outcomes. |
End of preview.
fcv-extractions-meta
Data-use mention extractions from the World Bank Fragility, Conflict and Violence (FCV) document corpus, enriched by the fine-tuned rafmacalaba/lfm2.5-350M-datause-multitask model (a LoRA SFT of LiquidAI/LFM2.5-350M).
Shape
long — one row per mention; provenance and usage_impact are flattened to top-level columns (data_type, usage_action, impact_label, usage_summary, producer, year, geography, acronym).
Configs
| config | rows |
|---|---|
| default | 33,471 |
Fields
- Document trace:
corpus_id,config,pdf_url,title,page,chunk. - Mention span:
mention(long) orentities[].text(nested),label(NAMED_DATA/DESCRIPTIVE_DATA/VAGUE_DATA),score,start,end. - Document metadata (when built with
--with-metadata):project_id,doc_id,document_type,country,sector,language,disclosure_status,document_date,region,topics,themes,authors,abstract, and more, joined fromrafmacalaba/fcv-corpus.
provenance
producer, year, geography, acronym — verbatim substrings of the source text; keys are omitted when the model finds nothing.
usage_impact
data_type: survey, administrative, indicator, database, geospatial, report, otherusage_action: source, analyze, curate, validate, informimpact_label: none, evidence-base, policy, uptakeusage_summary: one-sentence free text describing how the author uses the data.
Attribution coverage
33,328 of 33,471 extracted entities matched an inference row (99.6%). Entities without a match carry only the raw extraction fields (no provenance / usage_impact).
How it was built
data_use/run.py— GLiNER extraction of data mentions over chunked document pages.data_use/infer_multitask.py— LFM2.5-350M multitask model predicts provenance + usage/impact per mention.data_use/attribute.py— joins the inference back onto the extraction chunks on(corpus_id, page, chunk, start, end)and attaches corpus document labels.
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