Impact evaluation assesses the extent to which an intervention (such as a project, program or policy) is causally responsible for observed outcomes, intended and unintended. In contrast to outcome monitoring, which examines whether targets have been achieved, impact evaluation is structured to answer the question: how would outcomes such as participants'…
Use the mouse wheel or two fingers (on touchscreens) to zoom in and out of the map.
More settings
Impact evaluation topic overview
The analysis highlights Art, Counterfactual evaluation designs and Non-experimental approaches as prominent areas in the source structure around Impact evaluation.
Related topics
52
Source areas
8
Connected nodes
60
Extracted relationships
96
Concept neighborhoods
28
Bridge connections
60
What this topic covers Research coverage
Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.
Counterfactual evaluation designs · 14 topics
Overview · 13 topics
Non-experimental approaches · 9 topics
Debates · 6 topics
Organizations promoting impact evaluation of development interventions · 5 topics
Experimental approaches · 3 topics
Examples · 1 topics
Systematic reviews of impact evidence · 1 topics
Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.
Key facts & relationships
High-confidence facts extracted from structured source data. Use them as anchors for further research.
Explore all related topics Closing gaps
A structured outline of related entities, concepts and subtopics. Open any item to build a new map centered on it.
Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.
Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.
How Impact evaluation connects Entity context
Entity context groups extracted connections by relationship type. Counts show recurrence in the analyzed source; the examples are research signals, not claims about importance.
The extracted context around Impact evaluation shows recurring relationship patterns in the source. For example, Impact evaluation → Another, Centre, Committee, COSA, Development, Evaluation Gap Working Group, Fairtrade, IISD, In, International Institute, ITC, Like, Methods, Most, Organic, PRA, Protocol, Public, Sustainability Assessment, Sustainable Commodity Initiative Another extracted example is Impact evaluation → CCT, CCTs, Conditional Cash Transfer, February, Impact Evaluations, Innovations, Latin America, Mexico, More, NONIE, Oportunidades, Other, Poverty Action, Progresa, The IEG, While, World Bank, World Bank's DIME Initiative. Use these groups to spot repeated connection types before inspecting the individual relationships.
Impact evaluation
Top relations
has impact· 31
Impact evaluation → Another, Centre, Committee, COSA, Development, Evaluation Gap Working Group, Fairtrade, IISD, In, International Institute, ITC, Like, Methods, Most, Organic, PRA, Protocol, Public, Sustainability Assessment, Sustainable Commodity Initiative
related to Examples· 18
Impact evaluation → CCT, CCTs, Conditional Cash Transfer, February, Impact Evaluations, Innovations, Latin America, Mexico, More, NONIE, Oportunidades, Other, Poverty Action, Progresa, The IEG, While, World Bank, World Bank's DIME Initiative
has method· 14
Impact evaluation → According, American Evaluation Association, Cooperation, Development, Different, Estimation, Impact Evaluations, In, ITT, Jim Rough, RCT, The, This, TOT
related to Methodological debates· 8
Impact evaluation → Archived, Development, In, Proponents, The Civil War, There, Wayback Machine, William Easterly
related to Non-experimental design· 7
Impact evaluation → However, In, Intervention, ITS, Non-experimental, Post-test, The
related to Counterfactual evaluation designs· 5
Impact evaluation → Counterfactual, Prospective, Retrospective, The, There
related to Definitions· 5
Impact evaluation → According, Impact, The International Initiative, Unlike, World Bank's DIME Initiative
related to Debates· 2
Impact evaluation → While, White
is a· 1
Impact evaluation → form of evaluation that assesses the net effect of a program by comparing program outcomes with an estimate of what would have happened in the absence of a program.According to…
Important terminology
Frequent words and multi-word phrases across the lead, headings, infobox and body. Useful for terminology coverage.
Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.
Relationships are represented as Subject → Predicate → Object triples. Confidence describes extraction strength, not the real-world importance of a relationship; lower-confidence rows may be contextual rather than explicit.
TTTA extracted 96 structured relationships around Impact evaluation. Examples in this analysis include Impact evaluation → is a → form of evaluation that assesses the net effect of a program by comparing program outcomes with an estimate of what would have happened in the absence of a program.According to… and participants' well-being have changed if the intervention had not been undertaken → instance of → how would outcomes. The table shows each extracted connection, where it came from and its confidence.
Subject
Predicate
Object
Confidence
Src
Impact evaluation
is a
form of evaluation that assesses the net effect of a program by comparing program outcomes with an estimate of what would have happened in the absence of a program.According to…
0.90
text
participants' well-being have changed if the intervention had not been undertaken
instance of
how would outcomes
0.80
text
agriculture
instance of
impact evaluation is now being increasingly applied in other areas
0.80
text
energy
instance of
impact evaluation is now being increasingly applied in other areas
0.80
text
transport
instance of
impact evaluation is now being increasingly applied in other areas
0.80
text
a program or project.Impact evaluation has been defined differently over the past few decades
instance of
and the environment caused by a given development activity
0.80
text
Impact evaluation
has impact
While
0.60
section
Impact evaluation
has impact
In
0.60
section
Impact evaluation
has impact
Most
0.60
section
Impact evaluation
has impact
Public
0.60
section
Impact evaluation
has impact
Theory-Based
0.60
section
Impact evaluation
has impact
Methods
0.60
section
No triples extracted yet.
Related concept clusters Concept neighborhoods
Concept neighborhoods group terms that sit near one another in the extracted graph. They are useful for discovering adjacent language and context, but proximity does not by itself imply a factual relationship.
The concept neighborhoods around Impact evaluation bring nearby vocabulary together. In this analysis, examples include Impact, Evaluations and Outcomes. Use the clusters to find adjacent concepts and terminology that may deserve separate research.
Impact evaluation
Impact
Evaluations
Outcomes
Program
Intervention
Counterfactual
Group
Methods
Designs
Comparison
Development
Countries
impact evaluation
Impact
Outcomes
Evaluations
Program
Intervention
Counterfactual
Group
Experimental
Methods
Designs
Design
Development
evaluation
Impact
Outcomes
Program
Counterfactual
Experimental
Methods
Designs
Intervention
Design
Development
Group
Approaches
counterfactual
Methods
Would
Impact
Evaluation
Designs
Observed
Design
Approaches
Experimental
Outcomes
Also
Selection
comparison
Group
Groups
Treatment
Evaluations
Intervention
May
Design
Experimental
Data
Impact
Counterfactual
Control
study design
Designs
Selection
Effects
Intervention
Outcomes
Evaluation
Effect
Estimate
Group
Program
Groups
Rossi
selection bias
Selection
Al
Et
Rossi
Program
May
Design
Effects
Designs
Outcome
Groups
Effect
spillover effects
Program
Estimate
Development
Rossi
Experiments
Natural
Would
Impact
Methods
Interventions
Al
Et
Connections between topic areas Semantic bridges
Semantic bridges connect parts of the graph that would otherwise be more separate. A bridge is a structural signal in this analysis, not a claim that the two topic areas are equivalent.
For Impact evaluation, one of the stronger structural bridges in this analysis connects Impact evaluation with Counterfactual evaluation designs. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.
Number of nodes, edges, triples, density and central hubs. Use it to gauge the size and connectivity of the map.
Impact evaluation
Nodes61
Edges60
Triples96
Avg. degree1.97
Density0.032787
Components1
Source & methodology
TTTA analyzes the structure around Impact evaluation to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as Art, Counterfactual evaluation designs & Non-experimental approaches, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.
