Who should develop indicators?

Indicators should be developed by researchers in collaboration with program staff and colleagues from any governmental or non-governmental organization that is designing the program and who have a clear understanding of the program’s goals and objectives. Once agreed upon, the indicators will provide a common framework for all stakeholders, program managers and staff, researchers and […] →Read more

Why are indicators necessary?

To monitor program progress and progress toward certain goals, you need to be able to measure this change over time. Indicators provide data that can be measured to show changes in relevant program areas. While community partners and key stakeholders help design the program, it is ultimately the responsibility of the organization to evaluate its […] →Read more

When should a Monitoring and Evaluation Plan be developed?

An M&E plan should be developed at the beginning of the program when the intervention is planned. Ensures that a system is in place to monitor and evaluate the success of the program. →Read more

What is Monitoring and Evaluation?

Monitoring can be defined as: “an ongoing work that uses systematic data collection on identified indicators to provide ongoing development interventions to management and key stakeholders, with the indication that The extent to which progress and targets have been achieved and progress has been made in the use of allocated resources.” Therefore, monitoring includes regular […] →Read more

Who should develop a Monitoring and Evaluation Plan?

The M&E plan should be developed by a research team or staff with scientific expertise with input from program staff involved in the design and implementation of the program. →Read more

Why develop a Monitoring and Evaluation Plan?

Before beginning follow-up activities, it is important to develop a M&E plan so that there is a clear plan of questions to answer about the program. Remember, M&E data alone will not be useful until someone uses it. The compliance plan will help ensure that data is used effectively to make programs as effective as […] →Read more

Monitoring and Evaluation Plan

The Monitoring and Evaluation (M&E) plan is a document that allows monitoring and evaluation of the outcomes of interventions throughout the program. It is a living document which should be consulted and updated from time to time. Although the details of the M&E plan seem to be different for each program, they should all follow […] →Read more

Monitoring and Evaluation Framework

Many organizations view the M&E framework as a table that describes the indicators used to measure program success. However some other organizations refer to the entire M&E scheme as monitoring and evaluation framework. M&E framework can be called evaluation matrix. →Read more

Performance Management

Performance management is an ongoing process of communication between supervisor and employee, carried out throughout the year to support the achievement of the organization’s strategic goals. The communication process includes clarifying expectations, setting goals, identifying goals, providing feedback, and reviewing results. →Read more

Data Mining

Data mining is a specialized data analysis technique that focuses on statistical modeling and knowledge discovery for predictive rather than purely descriptive purposes, whereas business analysis involves data analysis focusing primarily on business information aggregation. it depends on. In statistical applications, data analysis can be divided into descriptive statistics, exploratory data analysis (EDA), and confirmatory […] →Read more