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+{
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+ "datasets": [
+ {
+ "dataset_name": "Project MIS and Project Progress Reports",
+ "dataset_tag": "descriptive",
+ "confidence": [
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+ "count": 12,
+ "form_counts": {
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+ "description": "Monitoring project implementation including reporting from beneficiary insitutitons",
+ "producer": "",
+ "author": "MINEMA",
+ "geography": "Rwanda",
+ "publication_year": "",
+ "reference_year": "",
+ "reference_population": "Businesses and cooperatives",
+ "is_used": "False",
+ "usage_context": "supporting",
+ "occurrences": [
+ {
+ "text": "Project MIS and Project Progress Reports",
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+ "end": 816,
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+ "geography": null,
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 45
+ ],
+ "context": "This covers all beneficiaires for components 1 and 2. The data is then
disaggregated by gender and by status (refugee/host community).|\n|Frequency|Quarterly|\n|Data source|Project MIS|\n|Methodology for
Data Collection|Monitoring project implementation. MIS database with population statistics for project sites."
+ },
+ {
+ "text": "Project MIS and Project Progress Reports",
+ "start": 190,
+ "end": 196,
+ "confidence": 0.9762468338012695,
+ "dataset_tag": "descriptive",
+ "description": null,
+ "author": "MINEMA",
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+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
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+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities\nin Rwanda Project Phase II (P509677)\n\n|Proportion of beneficiaries indicating satisfaction with infrastructure subprojects constructed or upgraded by the project
(Percentage)|Col2|\n|---|---|\n|Description|Quantitative indicator counting proportion of beneficiaries indicating satisfaction with infrastructure
subprojects constructed or upgraded by the project. Indictor is a composite of beneficiaries responding
“satisfied” or “very satisfied” on a Likert scale.|\n|Frequency|Annual.|\n|Data source|Annual survey.|\n|Methodology for Data
Collection|Survey.|\n|Responsibility for Data
Collection|MINEMA.|\n|**Kilometers of road upgraded (Kilometers)**|**Kilometers of road upgraded (Kilometers)**|\n|Description|Quantitative indicator counting kilometers of roads upgraded (completed).|\n|Frequency|Quarterly|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation."
+ },
+ {
+ "text": "Project MIS and Project Progress Reports",
+ "start": 301,
+ "end": 307,
+ "confidence": 0.9687715172767639,
+ "dataset_tag": "descriptive",
+ "description": null,
+ "author": "MINEMA",
+ "geography": null,
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
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+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities\nin Rwanda Project Phase II (P509677)\n\n|Proportion of beneficiaries indicating satisfaction with infrastructure subprojects constructed or upgraded by the project
(Percentage)|Col2|\n|---|---|\n|Description|Quantitative indicator counting proportion of beneficiaries indicating satisfaction with infrastructure
subprojects constructed or upgraded by the project. Indictor is a composite of beneficiaries responding
“satisfied” or “very satisfied” on a Likert scale.|\n|Frequency|Annual.|\n|Data source|Annual survey.|\n|Methodology for Data
Collection|Survey.|\n|Responsibility for Data
Collection|MINEMA.|\n|**Kilometers of road upgraded (Kilometers)**|**Kilometers of road upgraded (Kilometers)**|\n|Description|Quantitative indicator counting kilometers of roads upgraded (completed).|\n|Frequency|Quarterly|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation."
+ },
+ {
+ "text": "Project MIS and Project Progress Reports",
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+ "end": 476,
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+ "description": null,
+ "author": "MINEMA",
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+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 46
+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities\nin Rwanda Project Phase II (P509677)\n\n|Proportion of beneficiaries indicating satisfaction with infrastructure subprojects constructed or upgraded by the project
(Percentage)|Col2|\n|---|---|\n|Description|Quantitative indicator counting proportion of beneficiaries indicating satisfaction with infrastructure
subprojects constructed or upgraded by the project. Indictor is a composite of beneficiaries responding
“satisfied” or “very satisfied” on a Likert scale.|\n|Frequency|Annual.|\n|Data source|Annual survey.|\n|Methodology for Data
Collection|Survey.|\n|Responsibility for Data
Collection|MINEMA.|\n|**Kilometers of road upgraded (Kilometers)**|**Kilometers of road upgraded (Kilometers)**|\n|Description|Quantitative indicator counting kilometers of roads upgraded (completed).|\n|Frequency|Quarterly|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation. RTDA data fed to MINEMA.|\n|Responsibility for Data
Collection|RTDA and MINEMA.|\n|**Market facilities and Integrated Craft Production Centers constructed or upgraded (Number)**|**Market facilities and Integrated Craft Production Centers constructed or upgraded (Number)**|\n|Description|Quantitative indicator counting number of market facilities and ICPCs constructed or upgraded
(completed).|\n|Frequency|Quarterly|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation.|\n|Responsibility for Data
Collection|MINEMA.|\n|**Economic Opportunity & Self-reliance **|**Economic Opportunity & Self-reliance **|\n|**Businesses and cooperatives that receive capacity building support and that are operational 1 year after intervention**
**(Percentage)**|**Businesses and cooperatives that receive capacity building support and that are operational 1 year after intervention**
**(Percentage)**|\n|Description|Quantitative indicator counting percentage of businesses and cooperatives that receive capacity-
building support under sub-component 2(a) that are still operational one year after the capacity
building has been completed.|\n|Frequency|Quarterly|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation."
+ },
+ {
+ "text": "Project MIS and Project Progress Reports",
+ "start": 26,
+ "end": 32,
+ "confidence": 0.960182785987854,
+ "dataset_tag": "descriptive",
+ "description": "Monitoring project implementation including reporting from beneficiary insitutitons",
+ "author": "MINEMA",
+ "geography": "Rwanda",
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 47
+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities\nin Rwanda Project Phase II (P509677)\n\n|Data source|Project MIS and Project Progress Reports.|\n|---|---|\n|Methodology for Data
Collection|Monitoring project implementation including reporting from beneficiary insitutitons. BRD data fed to
MINEMA|\n|Responsibility for Data
Collection|BRD and MINEMA.|\n|**Matching grants issued to businesses in low-carbon industries (Number)**|**Matching grants issued to businesses in low-carbon industries (Number)**|\n|Description|Quantitative indicator counting number of matching grants made to businesses in low carbon
industries."
+ },
+ {
+ "text": "Project MIS and Project Progress Reports",
+ "start": 162,
+ "end": 168,
+ "confidence": 0.9649056792259216,
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+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
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+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities\nin Rwanda Project Phase II (P509677)\n\n|Data source|Project MIS and Project Progress Reports.|\n|---|---|\n|Methodology for Data
Collection|Monitoring project implementation including reporting from beneficiary insitutitons. BRD data fed to
MINEMA|\n|Responsibility for Data
Collection|BRD and MINEMA.|\n|**Matching grants issued to businesses in low-carbon industries (Number)**|**Matching grants issued to businesses in low-carbon industries (Number)**|\n|Description|Quantitative indicator counting number of matching grants made to businesses in low carbon
industries."
+ },
+ {
+ "text": "Project MIS and Project Progress Reports",
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+ "confidence": 0.505797803401947,
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+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
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+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities\nin Rwanda Project Phase II (P509677)\n\n|Data source|Project MIS and Project Progress Reports.|\n|---|---|\n|Methodology for Data
Collection|Monitoring project implementation including reporting from beneficiary insitutitons. BRD data fed to
MINEMA|\n|Responsibility for Data
Collection|BRD and MINEMA.|\n|**Matching grants issued to businesses in low-carbon industries (Number)**|**Matching grants issued to businesses in low-carbon industries (Number)**|\n|Description|Quantitative indicator counting number of matching grants made to businesses in low carbon
industries."
+ },
+ {
+ "text": "Project MIS and Project Progress Reports",
+ "start": 415,
+ "end": 421,
+ "confidence": 0.5115293860435486,
+ "dataset_tag": "descriptive",
+ "description": null,
+ "author": "MINEMA",
+ "geography": null,
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
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+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities\nin Rwanda Project Phase II (P509677)\n\n|Data source|Project MIS and Project Progress Reports.|\n|---|---|\n|Methodology for Data
Collection|Monitoring project implementation including reporting from beneficiary insitutitons. BRD data fed to
MINEMA|\n|Responsibility for Data
Collection|BRD and MINEMA.|\n|**Matching grants issued to businesses in low-carbon industries (Number)**|**Matching grants issued to businesses in low-carbon industries (Number)**|\n|Description|Quantitative indicator counting number of matching grants made to businesses in low carbon
industries. The low carbon industries will be identified in the Project Implementation Manual.|\n|Frequency|Quarterly.|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation including reporting from beneficiary insitutitons."
+ },
+ {
+ "text": "Project MIS and Project Progress Reports",
+ "start": 513,
+ "end": 519,
+ "confidence": 0.9079744815826416,
+ "dataset_tag": "descriptive",
+ "description": null,
+ "author": "MINEMA",
+ "geography": null,
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 47
+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities\nin Rwanda Project Phase II (P509677)\n\n|Data source|Project MIS and Project Progress Reports.|\n|---|---|\n|Methodology for Data
Collection|Monitoring project implementation including reporting from beneficiary insitutitons. BRD data fed to
MINEMA|\n|Responsibility for Data
Collection|BRD and MINEMA.|\n|**Matching grants issued to businesses in low-carbon industries (Number)**|**Matching grants issued to businesses in low-carbon industries (Number)**|\n|Description|Quantitative indicator counting number of matching grants made to businesses in low carbon
industries. The low carbon industries will be identified in the Project Implementation Manual.|\n|Frequency|Quarterly.|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation including reporting from beneficiary insitutitons."
+ },
+ {
+ "text": "Project MIS and Project Progress Reports",
+ "start": 612,
+ "end": 618,
+ "confidence": 0.5735869407653809,
+ "dataset_tag": "descriptive",
+ "description": null,
+ "author": "MINEMA",
+ "geography": "US",
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 47
+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities\nin Rwanda Project Phase II (P509677)\n\n|Data source|Project MIS and Project Progress Reports.|\n|---|---|\n|Methodology for Data
Collection|Monitoring project implementation including reporting from beneficiary insitutitons. BRD data fed to
MINEMA|\n|Responsibility for Data
Collection|BRD and MINEMA.|\n|**Matching grants issued to businesses in low-carbon industries (Number)**|**Matching grants issued to businesses in low-carbon industries (Number)**|\n|Description|Quantitative indicator counting number of matching grants made to businesses in low carbon
industries. The low carbon industries will be identified in the Project Implementation Manual.|\n|Frequency|Quarterly.|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation including reporting from beneficiary insitutitons."
+ },
+ {
+ "text": "Project MIS and Project Progress Reports",
+ "start": 192,
+ "end": 198,
+ "confidence": 0.8365696668624878,
+ "dataset_tag": "descriptive",
+ "description": null,
+ "author": null,
+ "geography": "terrestrial and inland water areas",
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 48
+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities\nin Rwanda Project Phase II (P509677)\n\n|Data source|BDF records on beneficiaries and loan amounts.|\n|---|---|\n|Methodology for Data
Collection|Accessed from loan applications to PFIs.|\n|Responsibility for Data
Collection|BDF & MINEMA consolidates.|\n|**Environmental Management & Climate Resilience**|**Environmental Management & Climate Resilience**|\n|**Landscapes under enhanced conservation and/or sustainable management (terrestrial and inland water areas) (Hectare(Ha))**|**Landscapes under enhanced conservation and/or sustainable management (terrestrial and inland water areas) (Hectare(Ha))**|\n|Description|Quantitative indicator counting number of hectares (total area) of terrestrial and inland water areas
enhanced by the interventions under component 3.|\n|Frequency|Quarterly|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation. Hectarage mapped to include area of direct activity
implementation (site of works) and area benefiting from the works (such as water catchment area).|\n|Responsibility for Data
Collection|MINEMA.|\n|**Climate resilience subprojects completed (Number)**|**Climate resilience subprojects completed (Number)**|\n|Description|Quantitative indicator conting the number of climate resilience subprojects completed under
component 3."
+ },
+ {
+ "text": "Project MIS and Project Progress Reports",
+ "start": 325,
+ "end": 331,
+ "confidence": 0.8423024415969849,
+ "dataset_tag": "descriptive",
+ "description": null,
+ "author": null,
+ "geography": null,
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 48
+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities\nin Rwanda Project Phase II (P509677)\n\n|Data source|BDF records on beneficiaries and loan amounts.|\n|---|---|\n|Methodology for Data
Collection|Accessed from loan applications to PFIs.|\n|Responsibility for Data
Collection|BDF & MINEMA consolidates.|\n|**Environmental Management & Climate Resilience**|**Environmental Management & Climate Resilience**|\n|**Landscapes under enhanced conservation and/or sustainable management (terrestrial and inland water areas) (Hectare(Ha))**|**Landscapes under enhanced conservation and/or sustainable management (terrestrial and inland water areas) (Hectare(Ha))**|\n|Description|Quantitative indicator counting number of hectares (total area) of terrestrial and inland water areas
enhanced by the interventions under component 3.|\n|Frequency|Quarterly|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation. Hectarage mapped to include area of direct activity
implementation (site of works) and area benefiting from the works (such as water catchment area).|\n|Responsibility for Data
Collection|MINEMA.|\n|**Climate resilience subprojects completed (Number)**|**Climate resilience subprojects completed (Number)**|\n|Description|Quantitative indicator conting the number of climate resilience subprojects completed under
component 3."
+ }
+ ],
+ "acronym": [],
+ "pages": [
+ "45",
+ "46",
+ "47",
+ "48"
+ ],
+ "sources": [
+ "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf"
+ ]
+ },
+ {
+ "dataset_name": "gender assessment",
+ "dataset_tag": "descriptive",
+ "confidence": [
+ 0.9186670780181885
+ ],
+ "count": 4,
+ "description": "",
+ "producer": "",
+ "author": "",
+ "geography": "",
+ "publication_year": "",
+ "reference_year": "",
+ "reference_population": "household beneficiaries",
+ "is_used": "False",
+ "usage_context": "supporting",
+ "form_counts": {
+ "assessment": 2,
+ "endline assessment": 1,
+ "gender assessment": 1
+ },
+ "occurrences": [
+ {
+ "text": "assessment",
+ "start": 120,
+ "end": 121,
+ "confidence": 0.5083340406417847,
+ "dataset_tag": "non-dataset",
+ "description": null,
+ "author": "MINEMA-UNHCR-World Bank",
+ "geography": "Rwanda",
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 27
+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities in Rwanda\nProject Phase II (P509677)\n\n\nstorm water run-off, soil erosion, landslides and the formation of ravines. Storm water run-off has damaged\nagricultural land, houses and infrastructure (such as roads and markets) in the host communities, creating social\ntensions."
+ },
+ {
+ "text": "assessment",
+ "start": 764,
+ "end": 765,
+ "confidence": 0.9014071822166443,
+ "dataset_tag": "non-dataset",
+ "description": null,
+ "author": null,
+ "geography": null,
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 27
+ ],
+ "context": "**Phase II needs assessment** . A joint MINEMA-UNHCR-World Bank assessment undertaken for Phase II\n(updating the assessment conducted for Phase I) identified the following priorities to reduce the environmental\nimpact of the camps on host communities and to build resilience to climate risks: (a) support for drainage and\nstorm water management; and (b) measures to address septage and sewage leaks from the camps that are\npolluting water sources used by host community members and refugees. [23] This combination of activities is\nexpected to prevent the formation of more ravines and enhance living conditions and health in the camps and\nsurrounding areas."
+ },
+ {
+ "text": "endline assessment",
+ "start": 701,
+ "end": 703,
+ "confidence": 0.5297412872314453,
+ "dataset_tag": "non-dataset",
+ "description": null,
+ "author": null,
+ "geography": null,
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 27
+ ],
+ "context": "**Phase II needs assessment** . A joint MINEMA-UNHCR-World Bank assessment undertaken for Phase II\n(updating the assessment conducted for Phase I) identified the following priorities to reduce the environmental\nimpact of the camps on host communities and to build resilience to climate risks: (a) support for drainage and\nstorm water management; and (b) measures to address septage and sewage leaks from the camps that are\npolluting water sources used by host community members and refugees. [23] This combination of activities is\nexpected to prevent the formation of more ravines and enhance living conditions and health in the camps and\nsurrounding areas."
+ },
+ {
+ "text": "gender assessment",
+ "start": 528,
+ "end": 530,
+ "confidence": 0.9186670780181885,
+ "dataset_tag": "descriptive",
+ "description": null,
+ "author": null,
+ "geography": null,
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 33
+ ],
+ "context": "This channel of impact is also\napplied to beneficiaries of PFIs supported as a result of project investments under sub-component 2a. Beneficiaries\nof capacity development support under 2a are assumed to have higher baseline failure rates of 40 percent, with a\n10 percent reduction as a result of project support (either direct or via PFIs). For sub-components 2b and c, since\nthese schemes will primarily serve existing businesses, beneficiaries are assumed to have a low failure rate of 10\npercent, with a five percent reduction as a result of the project support."
+ }
+ ],
+ "acronym": [],
+ "pages": [
+ "27",
+ "33"
+ ],
+ "sources": [
+ "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf"
+ ]
+ },
+ {
+ "dataset_name": "RSRI survey",
+ "dataset_tag": "named",
+ "confidence": [
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+ ],
+ "count": 3,
+ "description": "",
+ "producer": "",
+ "author": "World Bank",
+ "geography": "Rwanda",
+ "publication_year": "2022",
+ "reference_year": "2022",
+ "reference_population": "refugees",
+ "is_used": "False",
+ "usage_context": "primary",
+ "form_counts": {
+ "RSRI data": 1,
+ "RSRI survey": 1,
+ "RSRI": 1
+ },
+ "occurrences": [
+ {
+ "text": "RSRI data",
+ "start": 644,
+ "end": 646,
+ "confidence": 0.5516552925109863,
+ "dataset_tag": "named",
+ "description": null,
+ "author": "GoR",
+ "geography": "Rwanda",
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 17
+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities in Rwanda\nProject Phase II (P509677)\n\n\nrefugees with identity cards; (b) integrate refugee children into the national education system; (c) provide access for\nurban refugees to the national health insurance scheme; and (d) promote economic inclusion. Having met the\nStrategic Plan targets, the GoR reasserted its commitment to refugee inclusion at the December 2023 Global Refugee\nForum (GRF), where it confirmed previous pledges to upgrade schools for refugees and host communities, to enroll\nall refugees into the national health insurance scheme, expand opportunities for Technical and Vocational Education\nand Training (TVET) and to promote agriculture and job creation, particularly for youth. In the coming months, the\nGoR will issue a new _Refugee Sustainable Graduation Strategy 2025-2030_ ."
+ },
+ {
+ "text": "RSRI survey",
+ "start": 689,
+ "end": 691,
+ "confidence": 0.5171941518783569,
+ "dataset_tag": "named",
+ "description": null,
+ "author": "World Bank",
+ "geography": "Rwanda",
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 17
+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities in Rwanda\nProject Phase II (P509677)\n\n\nrefugees with identity cards; (b) integrate refugee children into the national education system; (c) provide access for\nurban refugees to the national health insurance scheme; and (d) promote economic inclusion. Having met the\nStrategic Plan targets, the GoR reasserted its commitment to refugee inclusion at the December 2023 Global Refugee\nForum (GRF), where it confirmed previous pledges to upgrade schools for refugees and host communities, to enroll\nall refugees into the national health insurance scheme, expand opportunities for Technical and Vocational Education\nand Training (TVET) and to promote agriculture and job creation, particularly for youth. In the coming months, the\nGoR will issue a new _Refugee Sustainable Graduation Strategy 2025-2030_ ."
+ },
+ {
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+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities in Rwanda\nProject Phase II (P509677)\n\n\nhealth facilities and market-linked skills training. [7] The 2024 Rwanda FinScope survey also showed relatively low takeup of finance for investments or credit for productive purposes by Rwandese and refugees, limiting business and\nincome-generating opportunities. [8]\n\n7."
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+ "context": "**Phase II needs assessment** . A joint MINEMA-UNHCR-World Bank assessment undertaken for Phase II\n(updating the assessment conducted for Phase I) identified the following priorities to reduce the environmental\nimpact of the camps on host communities and to build resilience to climate risks: (a) support for drainage and\nstorm water management; and (b) measures to address septage and sewage leaks from the camps that are\npolluting water sources used by host community members and refugees. [23] This combination of activities is\nexpected to prevent the formation of more ravines and enhance living conditions and health in the camps and\nsurrounding areas."
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+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities\nin Rwanda Project Phase II (P509677)\n\n|Proportion of beneficiaries indicating satisfaction with infrastructure subprojects constructed or upgraded by the project
(Percentage)|Col2|\n|---|---|\n|Description|Quantitative indicator counting proportion of beneficiaries indicating satisfaction with infrastructure
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Collection|MINEMA.|\n|**Climate resilience subprojects completed (Number)**|**Climate resilience subprojects completed (Number)**|\n|Description|Quantitative indicator conting the number of climate resilience subprojects completed under
component 3."
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economic opportunties. This covers all beneficiaires for components 1 and 2."
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economic opportunties. This covers all beneficiaires for components 1 and 2."
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disaggregated by gender and by status (refugee/host community).|\n|Frequency|Quarterly|\n|Data source|Project MIS|\n|Methodology for
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economic opportunties. This covers all beneficiaires for components 1 and 2."
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+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities\nin Rwanda Project Phase II (P509677)\n\n\n**Monitoring & Evaluation Plan: PDO Indicators by PDO Outcomes**\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n|Improved access to basic services|Col2|\n|---|---|\n|**Beneficiaries with improved access to social and economic infrastructure and services (Number)**|**Beneficiaries with improved access to social and economic infrastructure and services (Number)**|\n|Description|Quantitative indicator counting number of beneficiaries provided with improved access to services and
economic opportunties. This covers all beneficiaires for components 1 and 2."
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+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities\nin Rwanda Project Phase II (P509677)\n\n|Proportion of beneficiaries indicating satisfaction with infrastructure subprojects constructed or upgraded by the project
(Percentage)|Col2|\n|---|---|\n|Description|Quantitative indicator counting proportion of beneficiaries indicating satisfaction with infrastructure
subprojects constructed or upgraded by the project. Indictor is a composite of beneficiaries responding
“satisfied” or “very satisfied” on a Likert scale.|\n|Frequency|Annual.|\n|Data source|Annual survey.|\n|Methodology for Data
Collection|Survey.|\n|Responsibility for Data
Collection|MINEMA.|\n|**Kilometers of road upgraded (Kilometers)**|**Kilometers of road upgraded (Kilometers)**|\n|Description|Quantitative indicator counting kilometers of roads upgraded (completed).|\n|Frequency|Quarterly|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
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Collection|RTDA and MINEMA.|\n|**Market facilities and Integrated Craft Production Centers constructed or upgraded (Number)**|**Market facilities and Integrated Craft Production Centers constructed or upgraded (Number)**|\n|Description|Quantitative indicator counting number of market facilities and ICPCs constructed or upgraded
(completed).|\n|Frequency|Quarterly|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation.|\n|Responsibility for Data
Collection|MINEMA.|\n|**Economic Opportunity & Self-reliance **|**Economic Opportunity & Self-reliance **|\n|**Businesses and cooperatives that receive capacity building support and that are operational 1 year after intervention**
**(Percentage)**|**Businesses and cooperatives that receive capacity building support and that are operational 1 year after intervention**
**(Percentage)**|\n|Description|Quantitative indicator counting percentage of businesses and cooperatives that receive capacity-
building support under sub-component 2(a) that are still operational one year after the capacity
building has been completed.|\n|Frequency|Quarterly|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation."
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+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities in Rwanda\nProject Phase II (P509677)\n\n\n**I.** **STRATEGIC CONTEXT**\n\n\n**A. Project Strategic Context**\n\n\n1. **The long-term presence of refugees in Rwanda since the 1990s has created both development challenges**\n**and opportunities.** Rwanda currently hosts 115,068 refugees, most of whom originate from the Democratic Republic\nof the Congo (DRC) (61 percent) and Burundi (38 percent)."
+ },
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+ "context": "**The long-term presence of refugees in Rwanda since the 1990s has created both development challenges**\n**and opportunities.** Rwanda currently hosts 115,068 refugees, most of whom originate from the Democratic Republic\nof the Congo (DRC) (61 percent) and Burundi (38 percent). [1] Close to 90 percent of the refugees live in one of the five\ncamps in the country, with the remainder in urban locations, mostly Kigali. Further inflows are likely, given ongoing\ninstability in the region."
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+ "context": "Further inflows are likely, given ongoing\ninstability in the region. Declining humanitarian aid and the protracted nature of forced displacement has\nnecessitated a shift from the traditional short-term, humanitarian emergency refugee response model to a more\nsustainable development approach. The Government of Rwanda (GoR) has embraced this approach, combining\nprogressive laws and policies with long-term development programming."
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+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities in Rwanda\nProject Phase II (P509677)\n\n\nrefugees with identity cards; (b) integrate refugee children into the national education system; (c) provide access for\nurban refugees to the national health insurance scheme; and (d) promote economic inclusion. Having met the\nStrategic Plan targets, the GoR reasserted its commitment to refugee inclusion at the December 2023 Global Refugee\nForum (GRF), where it confirmed previous pledges to upgrade schools for refugees and host communities, to enroll\nall refugees into the national health insurance scheme, expand opportunities for Technical and Vocational Education\nand Training (TVET) and to promote agriculture and job creation, particularly for youth. In the coming months, the\nGoR will issue a new _Refugee Sustainable Graduation Strategy 2025-2030_ ."
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+ "is_used": "False",
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+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities in Rwanda\nProject Phase II (P509677)\n\n\nhealth facilities and market-linked skills training. [7] The 2024 Rwanda FinScope survey also showed relatively low takeup of finance for investments or credit for productive purposes by Rwandese and refugees, limiting business and\nincome-generating opportunities."
+ },
+ {
+ "text": "2022 Census",
+ "start": 945,
+ "end": 947,
+ "confidence": 0.6585143804550171,
+ "dataset_tag": "named",
+ "description": null,
+ "author": "Access to Finance Rwanda",
+ "geography": "Rwanda",
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
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+ "context": "[9] By comparison, the City of Kigali has the lowest\npercentage of poor people (9.5 percent). Core elements of the non-monetary poverty index include health,\neducation and living standards, highlighting the dual need to: (a) invest in economic opportunity and access to\nservices in the hosting districts; and (b) at the same time, facilitate refugee mobility out of the camps and rural areas\ninto urban centers, where more opportunities are available and self-reliance is more achievable.\n\n\n8."
+ }
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+ "usage_context": "background",
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+ "AWPB": 1
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+ "text": "Annual\nWork Plan and Budget",
+ "start": 401,
+ "end": 406,
+ "confidence": 0.8671786189079285,
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+ "description": null,
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+ "geography": "Rwanda",
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+ "page": [
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+ ],
+ "context": "48. **Integration across components.** The long-term development response to forced displacement requires\nmulti-sectoral investments, but they need to be well integrated to maximize impact through mutually reinforcing\noutcomes. For instance, road upgrading should connect people to social service infrastructure and business\nopportunities; TVET graduates should be connected to capacity-building and access to finance, etc."
+ },
+ {
+ "text": "AWPB",
+ "start": 127,
+ "end": 128,
+ "confidence": 0.8098758459091187,
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+ "description": "implementation arrangements by\ncomponent/sub-component",
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+ "geography": "Rwanda",
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
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+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities in Rwanda\nProject Phase II (P509677)\n\n\n51. **Overall management.** Coordination and leadership will be vested in the MINEMA SPIU. The SPIU will have\noverall responsibility for project implementation, coordinating activities on the ground and reporting on progress."
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+ "usage_context": "supporting",
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+ "progress reports": 1,
+ "quarterly progress reports": 1
+ },
+ "occurrences": [
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+ "text": "progress reports",
+ "start": 465,
+ "end": 467,
+ "confidence": 0.979698657989502,
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+ "description": null,
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+ "geography": null,
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 29
+ ],
+ "context": "48. **Integration across components.** The long-term development response to forced displacement requires\nmulti-sectoral investments, but they need to be well integrated to maximize impact through mutually reinforcing\noutcomes. For instance, road upgrading should connect people to social service infrastructure and business\nopportunities; TVET graduates should be connected to capacity-building and access to finance, etc."
+ },
+ {
+ "text": "quarterly progress reports",
+ "start": 600,
+ "end": 603,
+ "confidence": 0.8579596877098083,
+ "dataset_tag": "descriptive",
+ "description": null,
+ "author": null,
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+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
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+ ],
+ "context": "52. **Implementing agency by component.** Table 5 below summarizes implementation arrangements by\ncomponent/sub-component, including the legal documentation required. Each IA (MINEMA, BRD, RTDA and BDF)\nwill prepare their own AWPB for review and approval by the World Bank and the PSC."
+ }
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+ "pages": [
+ "29",
+ "30"
+ ],
+ "sources": [
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+ ]
+ },
+ {
+ "dataset_name": "CEIC data",
+ "dataset_tag": "named",
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+ },
+ "description": "",
+ "producer": "",
+ "author": "",
+ "geography": "US",
+ "publication_year": "",
+ "reference_year": "",
+ "reference_population": "beneficiary\nhousehold",
+ "is_used": "False",
+ "usage_context": "supporting",
+ "occurrences": [
+ {
+ "text": "CEIC data",
+ "start": 522,
+ "end": 524,
+ "confidence": 0.996973991394043,
+ "dataset_tag": "named",
+ "description": null,
+ "author": null,
+ "geography": "US",
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 32
+ ],
+ "context": "For the approximately 38 kilometers of road upgrading planned under\nthis component, the analysis assumes approximately 229,383 residents in close proximity, with 10 lives\nsaved per km and a 10 percent increase in income (baseline annual income of US$331, one third of GDP per\ncapita since the project is targeting vulnerable communities). [26] With these assumptions, the NPV of these\ninvestments is estimated at US$3.2 million at a 12 percent discount rate, with an ERR of 29 percent.\nb."
+ },
+ {
+ "text": "CEIC data",
+ "start": 793,
+ "end": 795,
+ "confidence": 0.9515594244003296,
+ "dataset_tag": "descriptive",
+ "description": null,
+ "author": null,
+ "geography": "Burundi",
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 33
+ ],
+ "context": "For sub-components 2b and c, since\nthese schemes will primarily serve existing businesses, beneficiaries are assumed to have a low failure rate of 10\npercent, with a five percent reduction as a result of the project support. [31] The analysis assumes an additional\nrevenue growth of 10 percent for beneficiaries over a baseline of three percent over three years.\n\n\n**Table 8: Component 2 Assumptions**\n\n\n\n|Col1|BDS
beneficiaries|MG scheme
- micro|MG -
small|MG -
medium|Credit
guarantee|\n|---|---|---|---|---|---|\n|**Number of beneficiaries**|1,000|3,900|90|10|100|\n|**Average annual income (US$)**|5,000|5,000|150,000|500,000|100,000|\n\n\n65."
+ }
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+ "pages": [
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+ ]
+ },
+ {
+ "dataset_name": "NPV",
+ "dataset_tag": "non-dataset",
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+ "NPV": 2
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+ "description": "",
+ "producer": "",
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+ "reference_year": "",
+ "reference_population": "beneficiaries",
+ "is_used": "False",
+ "usage_context": "supporting",
+ "occurrences": [
+ {
+ "text": "NPV",
+ "start": 632,
+ "end": 633,
+ "confidence": 0.7857338786125183,
+ "dataset_tag": "non-dataset",
+ "description": null,
+ "author": null,
+ "geography": "US",
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 32
+ ],
+ "context": "For the approximately 38 kilometers of road upgrading planned under\nthis component, the analysis assumes approximately 229,383 residents in close proximity, with 10 lives\nsaved per km and a 10 percent increase in income (baseline annual income of US$331, one third of GDP per\ncapita since the project is targeting vulnerable communities). [26] With these assumptions, the NPV of these\ninvestments is estimated at US$3.2 million at a 12 percent discount rate, with an ERR of 29 percent.\nb."
+ },
+ {
+ "text": "NPV",
+ "start": 678,
+ "end": 679,
+ "confidence": 0.5091904401779175,
+ "dataset_tag": "non-dataset",
+ "description": null,
+ "author": null,
+ "geography": null,
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 32
+ ],
+ "context": "b. _Markets and ICPCs:_ Investments under sub-component 1(b) include ICPCs and markets. To account for the\n\nadditional benefits associated with these investments, the analysis assumes approximately 50,000\nbeneficiaries (a small portion of the predicted 1.4 million jobs to be generated by the National Employment\nProgram) will be able to pursue economic opportunities enabling an additional five percent income growth\nover three years from an average initial income of US$500 annually."
+ }
+ ],
+ "acronym": [],
+ "pages": [
+ "32"
+ ],
+ "sources": [
+ "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf"
+ ]
+ },
+ {
+ "dataset_name": "PFIs",
+ "dataset_tag": "non-dataset",
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+ ],
+ "count": 2,
+ "form_counts": {
+ "PFIs": 2
+ },
+ "description": "",
+ "producer": "",
+ "author": "",
+ "geography": "Rwanda",
+ "publication_year": "",
+ "reference_year": "",
+ "reference_population": "beneficiaries",
+ "is_used": "False",
+ "usage_context": "supporting",
+ "occurrences": [
+ {
+ "text": "PFIs",
+ "start": 47,
+ "end": 48,
+ "confidence": 0.5617531538009644,
+ "dataset_tag": "non-dataset",
+ "description": null,
+ "author": null,
+ "geography": "Rwanda",
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 33
+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities in Rwanda\nProject Phase II (P509677)\n\n\nhave a lower failure rate and higher revenue growth rate than they would otherwise. This channel of impact is also\napplied to beneficiaries of PFIs supported as a result of project investments under sub-component 2a."
+ },
+ {
+ "text": "PFIs",
+ "start": 94,
+ "end": 95,
+ "confidence": 0.514851450920105,
+ "dataset_tag": "non-dataset",
+ "description": null,
+ "author": null,
+ "geography": null,
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 33
+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities in Rwanda\nProject Phase II (P509677)\n\n\nhave a lower failure rate and higher revenue growth rate than they would otherwise. This channel of impact is also\napplied to beneficiaries of PFIs supported as a result of project investments under sub-component 2a."
+ }
+ ],
+ "acronym": [],
+ "pages": [
+ "33"
+ ],
+ "sources": [
+ "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf"
+ ]
+ },
+ {
+ "dataset_name": "credit guarantee scheme",
+ "dataset_tag": "non-dataset",
+ "confidence": [
+ 0.6131551265716553
+ ],
+ "count": 2,
+ "form_counts": {
+ "credit guarantee scheme": 2
+ },
+ "description": "",
+ "producer": "",
+ "author": "",
+ "geography": "Rwanda",
+ "publication_year": "",
+ "reference_year": "",
+ "reference_population": "beneficiaries",
+ "is_used": "False",
+ "usage_context": "background",
+ "occurrences": [
+ {
+ "text": "credit guarantee scheme",
+ "start": 317,
+ "end": 320,
+ "confidence": 0.5020583271980286,
+ "dataset_tag": "non-dataset",
+ "description": null,
+ "author": null,
+ "geography": null,
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 33
+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities in Rwanda\nProject Phase II (P509677)\n\n\nhave a lower failure rate and higher revenue growth rate than they would otherwise. This channel of impact is also\napplied to beneficiaries of PFIs supported as a result of project investments under sub-component 2a. Beneficiaries\nof capacity development support under 2a are assumed to have higher baseline failure rates of 40 percent, with a\n10 percent reduction as a result of project support (either direct or via PFIs)."
+ },
+ {
+ "text": "credit guarantee scheme",
+ "start": 263,
+ "end": 266,
+ "confidence": 0.6131551265716553,
+ "dataset_tag": "non-dataset",
+ "description": null,
+ "author": null,
+ "geography": "Rwanda",
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 34
+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities in Rwanda\nProject Phase II (P509677)\n\n\n**Table 10: Gender gaps, actions and indicators**\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n|Gender gaps|Gender targeted actions|Indicators|\n|---|---|---|\n|**Gender Result Chain 1. Improving women’s access to finance**|**Gender Result Chain 1."
+ }
+ ],
+ "acronym": [],
+ "pages": [
+ "33",
+ "34"
+ ],
+ "sources": [
+ "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf"
+ ]
+ },
+ {
+ "dataset_name": "BRD data",
+ "dataset_tag": "descriptive",
+ "confidence": [
+ 0.9824476838111877
+ ],
+ "count": 2,
+ "form_counts": {
+ "BRD data": 2
+ },
+ "description": "",
+ "producer": "",
+ "author": "MINEMA",
+ "geography": "",
+ "publication_year": "",
+ "reference_year": "",
+ "reference_population": "Businesses and cooperatives",
+ "is_used": "False",
+ "usage_context": "supporting",
+ "occurrences": [
+ {
+ "text": "BRD data",
+ "start": 491,
+ "end": 493,
+ "confidence": 0.6848135590553284,
+ "dataset_tag": "descriptive",
+ "description": null,
+ "author": "MINEMA",
+ "geography": null,
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 46
+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities\nin Rwanda Project Phase II (P509677)\n\n|Proportion of beneficiaries indicating satisfaction with infrastructure subprojects constructed or upgraded by the project
(Percentage)|Col2|\n|---|---|\n|Description|Quantitative indicator counting proportion of beneficiaries indicating satisfaction with infrastructure
subprojects constructed or upgraded by the project. Indictor is a composite of beneficiaries responding
“satisfied” or “very satisfied” on a Likert scale.|\n|Frequency|Annual.|\n|Data source|Annual survey.|\n|Methodology for Data
Collection|Survey.|\n|Responsibility for Data
Collection|MINEMA.|\n|**Kilometers of road upgraded (Kilometers)**|**Kilometers of road upgraded (Kilometers)**|\n|Description|Quantitative indicator counting kilometers of roads upgraded (completed).|\n|Frequency|Quarterly|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation. RTDA data fed to MINEMA.|\n|Responsibility for Data
Collection|RTDA and MINEMA.|\n|**Market facilities and Integrated Craft Production Centers constructed or upgraded (Number)**|**Market facilities and Integrated Craft Production Centers constructed or upgraded (Number)**|\n|Description|Quantitative indicator counting number of market facilities and ICPCs constructed or upgraded
(completed).|\n|Frequency|Quarterly|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation.|\n|Responsibility for Data
Collection|MINEMA.|\n|**Economic Opportunity & Self-reliance **|**Economic Opportunity & Self-reliance **|\n|**Businesses and cooperatives that receive capacity building support and that are operational 1 year after intervention**
**(Percentage)**|**Businesses and cooperatives that receive capacity building support and that are operational 1 year after intervention**
**(Percentage)**|\n|Description|Quantitative indicator counting percentage of businesses and cooperatives that receive capacity-
building support under sub-component 2(a) that are still operational one year after the capacity
building has been completed.|\n|Frequency|Quarterly|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation."
+ },
+ {
+ "text": "BRD data",
+ "start": 616,
+ "end": 618,
+ "confidence": 0.9824476838111877,
+ "dataset_tag": "descriptive",
+ "description": null,
+ "author": "MINEMA",
+ "geography": null,
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 46
+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities\nin Rwanda Project Phase II (P509677)\n\n|Proportion of beneficiaries indicating satisfaction with infrastructure subprojects constructed or upgraded by the project
(Percentage)|Col2|\n|---|---|\n|Description|Quantitative indicator counting proportion of beneficiaries indicating satisfaction with infrastructure
subprojects constructed or upgraded by the project. Indictor is a composite of beneficiaries responding
“satisfied” or “very satisfied” on a Likert scale.|\n|Frequency|Annual.|\n|Data source|Annual survey.|\n|Methodology for Data
Collection|Survey.|\n|Responsibility for Data
Collection|MINEMA.|\n|**Kilometers of road upgraded (Kilometers)**|**Kilometers of road upgraded (Kilometers)**|\n|Description|Quantitative indicator counting kilometers of roads upgraded (completed).|\n|Frequency|Quarterly|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation. RTDA data fed to MINEMA.|\n|Responsibility for Data
Collection|RTDA and MINEMA.|\n|**Market facilities and Integrated Craft Production Centers constructed or upgraded (Number)**|**Market facilities and Integrated Craft Production Centers constructed or upgraded (Number)**|\n|Description|Quantitative indicator counting number of market facilities and ICPCs constructed or upgraded
(completed).|\n|Frequency|Quarterly|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation.|\n|Responsibility for Data
Collection|MINEMA.|\n|**Economic Opportunity & Self-reliance **|**Economic Opportunity & Self-reliance **|\n|**Businesses and cooperatives that receive capacity building support and that are operational 1 year after intervention**
**(Percentage)**|**Businesses and cooperatives that receive capacity building support and that are operational 1 year after intervention**
**(Percentage)**|\n|Description|Quantitative indicator counting percentage of businesses and cooperatives that receive capacity-
building support under sub-component 2(a) that are still operational one year after the capacity
building has been completed.|\n|Frequency|Quarterly|\n|Data source|Project MIS and Project Progress Reports.|\n|Methodology for Data
Collection|Monitoring project implementation."
+ }
+ ],
+ "acronym": [],
+ "pages": [
+ "46"
+ ],
+ "sources": [
+ "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf"
+ ]
+ },
+ {
+ "dataset_name": "2022 national census",
+ "dataset_tag": "named",
+ "confidence": [
+ 0.992544949054718
+ ],
+ "count": 1,
+ "form_counts": {
+ "2022 national census": 1
+ },
+ "description": "",
+ "producer": "",
+ "author": "",
+ "geography": "Rwanda",
+ "publication_year": "2022",
+ "reference_year": "2022",
+ "reference_population": "refugees",
+ "is_used": "False",
+ "usage_context": "supporting",
+ "occurrences": [
+ {
+ "text": "2022 national census",
+ "start": 304,
+ "end": 307,
+ "confidence": 0.992544949054718,
+ "dataset_tag": "named",
+ "description": null,
+ "author": null,
+ "geography": "Rwanda",
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 16
+ ],
+ "context": "Project Strategic Context**\n\n\n1. **The long-term presence of refugees in Rwanda since the 1990s has created both development challenges**\n**and opportunities.** Rwanda currently hosts 115,068 refugees, most of whom originate from the Democratic Republic\nof the Congo (DRC) (61 percent) and Burundi (38 percent). [1] Close to 90 percent of the refugees live in one of the five\ncamps in the country, with the remainder in urban locations, mostly Kigali."
+ }
+ ],
+ "acronym": [],
+ "pages": [
+ "16"
+ ],
+ "sources": [
+ "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf"
+ ]
+ },
+ {
+ "dataset_name": "World Bank-led survey on refugee self-reliance",
+ "dataset_tag": "descriptive",
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+ ],
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+ "description": "",
+ "producer": "",
+ "author": "",
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+ "publication_year": "",
+ "reference_year": "",
+ "reference_population": "refugees",
+ "is_used": "False",
+ "usage_context": "supporting",
+ "occurrences": [
+ {
+ "text": "World Bank-led survey on refugee self-reliance",
+ "start": 325,
+ "end": 331,
+ "confidence": 0.6071624755859375,
+ "dataset_tag": "descriptive",
+ "description": null,
+ "author": null,
+ "geography": null,
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 16
+ ],
+ "context": "Project Strategic Context**\n\n\n1. **The long-term presence of refugees in Rwanda since the 1990s has created both development challenges**\n**and opportunities.** Rwanda currently hosts 115,068 refugees, most of whom originate from the Democratic Republic\nof the Congo (DRC) (61 percent) and Burundi (38 percent). [1] Close to 90 percent of the refugees live in one of the five\ncamps in the country, with the remainder in urban locations, mostly Kigali."
+ }
+ ],
+ "acronym": [],
+ "pages": [
+ "16"
+ ],
+ "sources": [
+ "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf"
+ ]
+ },
+ {
+ "dataset_name": "national service delivery systems",
+ "dataset_tag": "non-dataset",
+ "confidence": [
+ 0.9208803176879883
+ ],
+ "count": 1,
+ "form_counts": {
+ "national service delivery systems": 1
+ },
+ "description": "",
+ "producer": "",
+ "author": "",
+ "geography": "Rwanda",
+ "publication_year": "",
+ "reference_year": "",
+ "reference_population": "refugees",
+ "is_used": "False",
+ "usage_context": "background",
+ "occurrences": [
+ {
+ "text": "national service delivery systems",
+ "start": 482,
+ "end": 486,
+ "confidence": 0.9208803176879883,
+ "dataset_tag": "non-dataset",
+ "description": null,
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+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities in Rwanda\nProject Phase II (P509677)\n\n\n18. Component 1 investments will meet multiple objectives: (a) respond to refugee impacts on basic services,\nsuch as overcrowding of schools and health facilities and competition for water; (b) support the integration of\nrefugees into national service delivery systems to lower costs and strengthen social cohesion; (c) improve\nconnectivity and access to markets and promote economic opportunity; and (d) decrease exposure to climate\nchange and environmental risks. All infrastructure under component one will be built outside refugee camps to\nsupport state capacity and service delivery integration but will be used by both refugees and local residents."
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+ "context": "Component 1 investments will meet multiple objectives: (a) respond to refugee impacts on basic services,\nsuch as overcrowding of schools and health facilities and competition for water; (b) support the integration of\nrefugees into national service delivery systems to lower costs and strengthen social cohesion; (c) improve\nconnectivity and access to markets and promote economic opportunity; and (d) decrease exposure to climate\nchange and environmental risks. All infrastructure under component one will be built outside refugee camps to\nsupport state capacity and service delivery integration but will be used by both refugees and local residents.\n\n19."
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+ "context": "19. **All infrastructure will be built to climate-resilient standards.** As noted in Table 3, climate-risk assessments\nwill be conducted as part of the design of all subprojects to maximize climate adaptation and mitigation. The\nassessments will reflect climate vulnerabilities experienced in each location, as follows: (a) Kirehe and Gatsibo\ndistricts are prone to frequent rainfall deficits and drought; and (b) Nyamagabe and Karongi districts experience\nheavy rainfall, flooding and landslides."
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+ "context": "**Phase II needs assessment** . A joint MINEMA-UNHCR-World Bank assessment undertaken for Phase II\n(updating the assessment conducted for Phase I) identified the following priorities to reduce the environmental\nimpact of the camps on host communities and to build resilience to climate risks: (a) support for drainage and\nstorm water management; and (b) measures to address septage and sewage leaks from the camps that are\npolluting water sources used by host community members and refugees. [23] This combination of activities is\nexpected to prevent the formation of more ravines and enhance living conditions and health in the camps and\nsurrounding areas."
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+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities in Rwanda\nProject Phase II (P509677)\n\n\nattract. Jya Mbere II includes a mix of investments to address negative impacts of the refugee presence while\nmaximizing the positive."
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+ "dataset_name": "GoR Refugee Graduation Strategy",
+ "dataset_tag": "non-dataset",
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+ "usage_context": "background",
+ "occurrences": [
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+ "text": "GoR Refugee Graduation Strategy",
+ "start": 425,
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+ "description": null,
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+ "context": "48. **Integration across components.** The long-term development response to forced displacement requires\nmulti-sectoral investments, but they need to be well integrated to maximize impact through mutually reinforcing\noutcomes. For instance, road upgrading should connect people to social service infrastructure and business\nopportunities; TVET graduates should be connected to capacity-building and access to finance, etc."
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+ "text": "AWPBs",
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+ "confidence": 0.9747115969657898,
+ "dataset_tag": "non-dataset",
+ "description": null,
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+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
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+ ],
+ "context": "48. **Integration across components.** The long-term development response to forced displacement requires\nmulti-sectoral investments, but they need to be well integrated to maximize impact through mutually reinforcing\noutcomes. For instance, road upgrading should connect people to social service infrastructure and business\nopportunities; TVET graduates should be connected to capacity-building and access to finance, etc."
+ }
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+ "page": [
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+ "context": "52. **Implementing agency by component.** Table 5 below summarizes implementation arrangements by\ncomponent/sub-component, including the legal documentation required. Each IA (MINEMA, BRD, RTDA and BDF)\nwill prepare their own AWPB for review and approval by the World Bank and the PSC."
+ }
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+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
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+ ],
+ "context": "**Implementing agency by component.** Table 5 below summarizes implementation arrangements by\ncomponent/sub-component, including the legal documentation required. Each IA (MINEMA, BRD, RTDA and BDF)\nwill prepare their own AWPB for review and approval by the World Bank and the PSC.\n\n\n**Table 5: Implementation arrangements by component/sub-component**\n\n\n\n\n\n\n\n\n\n|Component/sub-component|Implementing Agency(s)|Details|\n|---|---|---|\n|Component 1 (except roads)|Target districts will implement, including
procurement and contract management.
MINEMA will support implementation
and will be responsible for E&S.|Target districts will sign a Target District
Implementation Agreement (TDIA) with
MINEMA.|\n|Component 1 (roads)|RTDA, through its SPIU.|RTDA will sign an SA with MINECOFIN, a
Project Agreement with the World Bank and
an MoU with MINEMA.|\n|Sub-components 2(a) and
2(b)|BRD will implement."
+ }
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+ ]
+ },
+ {
+ "dataset_name": "National Employment\nProgram",
+ "dataset_tag": "non-dataset",
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+ "count": 1,
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+ "National Employment\nProgram": 1
+ },
+ "description": "",
+ "producer": "",
+ "author": "",
+ "geography": "Rwanda",
+ "publication_year": "",
+ "reference_year": "",
+ "reference_population": "vulnerable communities",
+ "is_used": "False",
+ "usage_context": "background",
+ "occurrences": [
+ {
+ "text": "National Employment\nProgram",
+ "start": 180,
+ "end": 183,
+ "confidence": 0.5405001044273376,
+ "dataset_tag": "non-dataset",
+ "description": null,
+ "author": null,
+ "geography": "Rwanda",
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 32
+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities in Rwanda\nProject Phase II (P509677)\n\n\nand reduced vehicle operating costs. For the approximately 38 kilometers of road upgrading planned under\nthis component, the analysis assumes approximately 229,383 residents in close proximity, with 10 lives\nsaved per km and a 10 percent increase in income (baseline annual income of US$331, one third of GDP per\ncapita since the project is targeting vulnerable communities). [26] With these assumptions, the NPV of these\ninvestments is estimated at US$3.2 million at a 12 percent discount rate, with an ERR of 29 percent."
+ }
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+ ]
+ },
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+ "dataset_name": "proxy data",
+ "dataset_tag": "descriptive",
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+ ],
+ "count": 1,
+ "form_counts": {
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+ },
+ "description": "",
+ "producer": "",
+ "author": "",
+ "geography": "Sub-Saharan Africa",
+ "publication_year": "",
+ "reference_year": "",
+ "reference_population": "refugee camps and host communities",
+ "is_used": "False",
+ "usage_context": "supporting",
+ "occurrences": [
+ {
+ "text": "proxy data",
+ "start": 878,
+ "end": 880,
+ "confidence": 0.8975937962532043,
+ "dataset_tag": "descriptive",
+ "description": null,
+ "author": null,
+ "geography": "Sub-Saharan Africa",
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
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+ ],
+ "context": "_Markets and ICPCs:_ Investments under sub-component 1(b) include ICPCs and markets. To account for the\n\nadditional benefits associated with these investments, the analysis assumes approximately 50,000\nbeneficiaries (a small portion of the predicted 1.4 million jobs to be generated by the National Employment\nProgram) will be able to pursue economic opportunities enabling an additional five percent income growth\nover three years from an average initial income of US$500 annually. Based on these assumptions, the NPV\nof these investments is estimated at US$8.3 million at a 12 percent discount rate, with an ERR of 30 percent."
+ }
+ ],
+ "acronym": [],
+ "pages": [
+ "32"
+ ],
+ "sources": [
+ "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf"
+ ]
+ },
+ {
+ "dataset_name": "Income Elasticities and Global Values",
+ "dataset_tag": "non-dataset",
+ "confidence": [
+ 0.5277807116508484
+ ],
+ "count": 1,
+ "form_counts": {
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+ "reference_population": "",
+ "is_used": "False",
+ "usage_context": "background",
+ "occurrences": [
+ {
+ "text": "Income Elasticities and Global Values",
+ "start": 923,
+ "end": 928,
+ "confidence": 0.5277807116508484,
+ "dataset_tag": "non-dataset",
+ "description": null,
+ "author": null,
+ "geography": null,
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
+ 32
+ ],
+ "context": "_Markets and ICPCs:_ Investments under sub-component 1(b) include ICPCs and markets. To account for the\n\nadditional benefits associated with these investments, the analysis assumes approximately 50,000\nbeneficiaries (a small portion of the predicted 1.4 million jobs to be generated by the National Employment\nProgram) will be able to pursue economic opportunities enabling an additional five percent income growth\nover three years from an average initial income of US$500 annually. Based on these assumptions, the NPV\nof these investments is estimated at US$8.3 million at a 12 percent discount rate, with an ERR of 30 percent."
+ }
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+ "acronym": [],
+ "pages": [
+ "32"
+ ],
+ "sources": [
+ "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf"
+ ]
+ },
+ {
+ "dataset_name": "matching grant scheme",
+ "dataset_tag": "non-dataset",
+ "confidence": [
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+ "count": 1,
+ "form_counts": {
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+ },
+ "description": "",
+ "producer": "",
+ "author": "",
+ "geography": "",
+ "publication_year": "",
+ "reference_year": "",
+ "reference_population": "household beneficiaries",
+ "is_used": "False",
+ "usage_context": "supporting",
+ "occurrences": [
+ {
+ "text": "matching grant scheme",
+ "start": 313,
+ "end": 316,
+ "confidence": 0.5059840083122253,
+ "dataset_tag": "non-dataset",
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+ "page": [
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+ ],
+ "context": "**The World Bank**\nSocio-economic Inclusion of Refugees & Host Communities in Rwanda\nProject Phase II (P509677)\n\n\nhave a lower failure rate and higher revenue growth rate than they would otherwise. This channel of impact is also\napplied to beneficiaries of PFIs supported as a result of project investments under sub-component 2a. Beneficiaries\nof capacity development support under 2a are assumed to have higher baseline failure rates of 40 percent, with a\n10 percent reduction as a result of project support (either direct or via PFIs)."
+ }
+ ],
+ "acronym": [],
+ "pages": [
+ "33"
+ ],
+ "sources": [
+ "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf"
+ ]
+ },
+ {
+ "dataset_name": "2022 study",
+ "dataset_tag": "non-dataset",
+ "confidence": [
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+ ],
+ "count": 1,
+ "form_counts": {
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+ "description": "",
+ "producer": "",
+ "author": "Access to Finance Rwanda",
+ "geography": "Rwanda",
+ "publication_year": "2022",
+ "reference_year": "2022",
+ "reference_population": "",
+ "is_used": "False",
+ "usage_context": "background",
+ "occurrences": [
+ {
+ "text": "2022 study",
+ "start": 638,
+ "end": 640,
+ "confidence": 0.5948838591575623,
+ "dataset_tag": "non-dataset",
+ "description": null,
+ "author": "Access to Finance Rwanda",
+ "geography": "Rwanda",
+ "source": "https://documents1.worldbank.org/curated/en/099102225213540444/pdf/BOSIB-3f2311b3-9a20-44d3-b637-b3b2b3d21695.pdf",
+ "page": [
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+ "context": "Beneficiaries\nof capacity development support under 2a are assumed to have higher baseline failure rates of 40 percent, with a\n10 percent reduction as a result of project support (either direct or via PFIs). For sub-components 2b and c, since\nthese schemes will primarily serve existing businesses, beneficiaries are assumed to have a low failure rate of 10\npercent, with a five percent reduction as a result of the project support. [31] The analysis assumes an additional\nrevenue growth of 10 percent for beneficiaries over a baseline of three percent over three years."
+ }
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+ "acronym": [],
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+ "sources": [
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+ ]
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+ "count": 1,
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+ },
+ "description": "Enhancing women’s entrepreneurship capabilities",
+ "producer": "",
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+ "geography": "Rwanda",
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+ "reference_year": "",
+ "reference_population": "",
+ "is_used": "False",
+ "usage_context": "background",
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