Data Analysis methods

How do we Evaluate Programmes?

Standard Evaluation methods

 

It is very important to link evaluation of managerial processes with the evaluation of the programme/project outcomes. For a manager to learn means to understand the relationship between processes and outcomes since s/he can achieve outcomes only by improving the management of processes.  Although there are different indicators and different information sources for monitoring and evaluating processes  (efficiency, accountability and transparency  , etc.) and outcomes  (effectiveness, sustainability, impact), real understanding can be done only integrating the two dimension in a unitary vision of necessary relationship amongst resources, activities, results, objectives and impacts.  The central element is always organization development  and the empowerment  of the human resources learn to perform actions in a better way so as to achieve better results and obtain better outcomes. 

 

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Questions to Ask of Intended Users to Establish  an Evaluation’s Intended Influence on Decisions  

 

In general, the overall approach and methods selected for an evaluation should involve beneficiaries and the other relevant stakeholders in the design and implementation of the evaluation.  (see Stakeholders Identification  -   Involving Stakeholders ; Participation Methods and Tools)

The approach and methods used in data analysis will be determined by the reasons for which it is being undertaken, who is taking responsibility and who needs to be involved. 

 

ANALYSIS OF FIELD FINDINGS

Analysis may be described as:

 

 

The following key questions may be useful to research teams:

What does it mean? (For instance if a respondent says: “I am poorer than I was last year.” What does it mean? What was the situation before? What has changed? Why has the change affected him/her? Who else is in a similar situation?

Why? Why is the respondent saying that he is poorer this year than last year? Try to ask why seven times.

What are the consequences/ implications of the information collected? What is the perspective of the respondents on this? What is the researchers interpretation of the said consequences?

What are the unexpected? What in the findings is contrary to “normal” expectations? What are the contradictions between what is expected and the reality on the ground.

What is unique? Researchers should ask what makes the respondent, subcounty, district etc…different from the others. What are the unique features?

What is important? This refers to prioritization. What are the key issues that are coming out?

 

 

You can take ideas from the most utilzed approaches:

 

Outcome mapping - outcomes as behavioral change

The ‘Most Significant Change’ (MSC) Technique

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Participatory poverty assessment Methodology   -   Analysing findings from semi-structured interviews

Methods for understanding the area around us (analysing space);

methods for analysing time

methods for prioritising and ranking

Livelihood analysis

Methods for gender analysis

Participatory Approach to Development Actions and Policies Participation Methods and Tools

 

 

 

 

 

 

 

 

Other resources: IPTET Data Analysis and Interpretation

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

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Qualitative and Quantitative Research Methods

Here there is a problem to be discussed: Qualitative can be done only on quantitative ...  like evaluation can be done only on monitoring.  Indicators are always "quantitative" parameters that "indirectly" and "within a constellation" give clues upon which to have qualitative judgments.  Like for instance asking opinions can be defined as "qualitative" ... but in fact we group opinions as "percentages" of people and characterize them into groups (so we have quantitative figures about opinions). Another issue instead is to ask people to join the evaluation process by expressing their judgments ... still we need to be sure that these judgments are well ground on monitoring and indicators ....  So we can never have a "purely qualitative" judgments.  Nor a purely "quantitative" since the very choice of what quantitative indicators to select is not a qualitative-based choice.

Here below the "common sense" classifications commonly used according to which :There are two basic types of research you might conduct with intended audiences: qualitative and quantitative. You will use methods from one of these two types depending upon what you want to learn. See the sidebar below, Qualitative Versus Quantitative Methods, for common distinctions between qualitative and quantitative research.

Qualitative Versus Quantitative Methods
Qualitative Quantitative
Provides depth of understanding Measures level of occurrence
Asks "Why?" Asks "How many?" and "How often?"
Studies motivations Studies actions
Is subjective; probes individual reactions to discover underlying motivations Is objective; asks questions without revealing a point of view
Enables discovery Provides proof
Is exploratory Is definitive
Allows insights into behavior and trends Measures levels of actions and trends
Interprets Describes
Note. From Methodological Review: A Handbook for Excellence in Focus Group Research by M. Debus. Copyright 1988 by The Academy for Educational Development, Washington, DC. Reprinted with permission.

Definition of Results-based Evaluation

Results-based evaluation is an assessment of a planned, ongoing, or completed intervention to determine its relevance, efficiency, effectiveness, impact, and sustainability. The intention is to provide information that is credible and useful, enabling incorporation of lessons learned into the decision making process of recipients.

 

Ellen Taylor-Powell. Logic models: A framework for program planning and evaluation. University of Wisconsin – Extension, Program Development and Evaluation, 2005. slides 15-16. Available online at: http://www.uwex.edu/ces/pdande/evaluation/pdf/nutritionconf05.pdf

 

See also

 

What is "quality" in development/humanitarian programmes and how can we set the "standards"?

What does it mean  "putting gender equality at the heart of development and humanitarian work" and what does it imply at programme management level?

What are the links between knowledge management, learning and institutional development?

How can we manage collaborations so as to generate a sense of partnership and solidarity with key development stakeholders?

How can we manage collaborations  so as to improve one's own organizational capacity?

How can we manage collaborations  so as to  achieve high reputation?

Basic Concepts of Programme Cycle Management

How do we Develop Programmes

How do we Implement Programmes: Designing and Executing Projects

How do we Evaluate Programmes?

Programme/project financial management

The ability to support and understand the many different contexts/cultures in the developing world

Leading and Managing  Team Building  -  Motivating the Project Team

Training as a Communication Strategy

Communication SkillTasks, tools and elements of communication  -  Guideline: Why do organisations need to plan and manage their communication?

 

 

What is participation  -   Partecipazione come concertazione allargata

The Six Steps in the partnership process

Identify project stakeholders

Involving Stakeholders

Introduction

Building Trust

Involving Directly Affected Stakeholders

Seeking Feedback

Involving the Voiceless

Involving the Opposition

Participatory Planning and Decisionmaking

What Do Participatory Techniques Achieve?

Creating a Learning Mood

Building Community Capacity

Understanding Community Organizations

Building the Capacity of Community Organizations

Partecipation Methods and Tools

Introduction Methods and Tools

Appreciation-Influence-Control (AIC)

Objectives-Oriented Project Planning (ZOPP)

TeamUP

Beneficiary Assessment

Glossary of tool

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See also: The Strategy Challenges

Communication and Evaluation

Communication and Knowledge Management

 

 

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 EU resources