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Hire Program Evaluation, Data Strategy,

Program Impact Evaluations

With experience in the whole gamut of the Theory of Change Methodology for Program, Monitoring, and Evaluation, Dr Habib has worked on program design, theory of change logic models, hypotheses formulation, indicator design, sampling, survey instrument design, as well as analytical and reporting methodologies. She has also designed and executed stand alone impact evaluations based in quasi-experimental and mixed methods research.

program impact evaluations

Strategic Revenue Growth Management

Revenue Growth Management is a methodology that involves the analysis of sales data to inform strategic business growth decisions. Dr. Habib has worked with Big Data, combined with competitive intelligence and commodity trading statistics, to deliver business growth strategies to SMBs.


Questionnaire Design

Dr. Habib designs quantitative questionnaires, as well as research briefs that help guide mixed methods studies with interviews and focus group formats. With an understanding of the entire research life-cycle, Dr. Habib's questionnaire and interview designs are informed by a thorough understanding of why questions are being asked, how the responses are to be analyzed and reported, and how the results will be used. Without this holistic end-to-end view of the entire research lifecycle, organizations can run into substantial cost-benefit deficits and end up with research results that are either unusable or inaccurate.

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Interactive Dashboards

Dr Habib leverages interactive dashboards during Data Exploration to identify potential patterns and relationships in the pre-modeling phase, and communicates findings to non-technical audiences using simple and effective visualizations. 



Revenue forecasts are a staple of business intelligence, but require an understanding of seasonality, trends, and cyclicity in the data, in order for appropriate forecasting models to be applied. In addition to traditional forecasting methods, Dr. Habib has applied Monte Carlo simulations to better  understand the probability of achieving forecasted goals. This method mitigates the risks associated with relying on averages to estimate future performance.


Certified Analytics Professional (CAP) Exam Preparation Course

Dr. Habib is the creator of the forthcoming Certified Analytics Professional (CAP) Exam Preparation Course on Udemy. The syllabus prepares students intending to sit the intensive 3-hour data science certification exam for the depth and breadth of questions it covers. The course focuses on the following topics:

The INFORMS Job Task Analysis

Descriptive & Predictive Statistics
Decision & Economic Analysis

Supervised & Unsupervised Machine Learning
Machine Learning Operations



Data Engineering Basics


Hire Evaluation Expert for Strategic Growth

In today's competitive business landscape, strategic growth is imperative for businesses to thrive and succeed. However, achieving and sustaining growth can be complex and challenging. That's where evaluation experts come in. By providing valuable insights and expertise, these professionals can help businesses navigate the hurdles of strategic growth and drive success.
Evaluation experts are skilled at analyzing and evaluating business strategies, processes, and outcomes.


They use various tools, methodologies, and techniques to assess business initiatives' effectiveness and identify areas for improvement. Businesses can make data-driven decisions and implement tailored solutions to achieve their growth goals by leveraging their expertise.

Understanding the Challenges of Strategic Growth

Strategic growth involves numerous factors and challenges that businesses must consider. One of the key challenges is understanding the complex dynamics of international development. Businesses expanding into new markets need to navigate cultural, regulatory, and economic differences to ensure their growth initiatives are successful. Evaluation experts can help companies assess their expansion plans' feasibility and potential impact in international markets.

Another challenge in achieving strategic growth is identifying specific interventions to drive growth. Evaluation experts can conduct in-depth analyses to identify the most effective strategies and interventions to achieve desired growth outcomes. They can recommend targeted interventions that align with the business's goals and objectives by evaluating past performance and market trends.

Causal inference is another critical aspect of strategic growth evaluation. It involves identifying the cause-effect relationship between specific interventions and their impact on business growth. Evaluation experts use sophisticated methodologies and techniques to analyze data and draw reliable conclusions about the causal relationships between various business initiatives and growth outcomes. This allows businesses to focus their resources on the most impactful strategies and maximize their growth potential.

Identifying Common Hurdles in Business Expansion

Business expansion often comes with its own set of challenges. One common hurdle is the need for more clarity and alignment regarding the theories of change driving the growth strategy. Evaluation experts can help businesses articulate their theories of change and develop a clear roadmap for achieving growth. By outlining the expected outcomes and identifying the key drivers of change, companies can better align their efforts and resources to drive growth.
The World Bank highlights several hurdles in business expansion, including limited access to finance, inadequate infrastructure, regulatory barriers, and market competition. Evaluation experts can assess these barriers and recommend how to overcome them. Whether through strategic partnerships, innovative financing options, or regulatory advocacy, evaluation experts can help businesses navigate these hurdles and pave the way for successful growth.


Tailored Solutions for Your Growth Strategy


Every business is unique, with its challenges and growth goals. Evaluation experts understand the importance of tailoring solutions to meet these specific needs. They work closely with companies to understand their objectives, identify growth opportunities, and develop customized strategies that align with their vision. These tailored solutions ensure businesses can maximize their resources and drive growth effectively.

The Role of Data in Overcoming Growth Barriers

Data plays a crucial role in overcoming growth barriers and driving strategic growth. Evaluation experts specialize in data collection and analysis to gather meaningful insights that inform decision-making. Businesses can better understand their target market, customer preferences, and competitive landscape by collecting relevant data and analyzing it effectively.

Evaluation experts also utilize comparison groups to analyze the impact of specific interventions on business growth. Evaluation experts can identify the causal relationships between interventions and growth outcomes by comparing the outcomes of businesses implementing specific strategies with those that did not. This allows businesses to decide which methods to prioritize and invest in.

Program Impact Evaluations for Measurable Success

Program impact evaluations are essential for measuring business initiatives' success and identifying improvement areas. Evaluation experts conduct rigorous assessments using a range of methodologies and techniques to assess programs' impact on desired goals. They utilize case studies, surveys, and data analysis to gather evidence and draw meaningful conclusions about program effectiveness.


Key benefits of program impact evaluations include:

  • Identifying the strengths and weaknesses of programs

  • Measuring the impact of programs on desired outcomes

  • Identifying areas for improvement and optimization

  • Informing decision-making and resource allocation

  • Providing evidence for stakeholders, funders, and partners

Through program impact evaluations, businesses can gain valuable insights into the effectiveness of their initiatives and make data-driven decisions to drive growth and success.

Leveraging Strategic Revenue Growth Management

Strategic revenue growth management is crucial for businesses aiming to achieve sustainable growth. Evaluation experts specialize in optimizing revenue streams by analyzing and identifying growth opportunities. They leverage their data analysis, market research, and strategic planning expertise to develop revenue growth strategies tailored to each business's unique needs.
Top analytics talent is vital to effective strategic revenue growth management. Evaluation experts have the skills to analyze large datasets, identify trends and patterns, and make data-driven recommendations. By leveraging advanced analytics techniques, businesses can gain critical insights into their customer base, market dynamics, and competitive landscape. This enables them to make strategic decisions that maximize revenue and drive sustainable growth.
Businesses can leverage this expertise and strategic revenue growth management by partnering with evaluation experts to optimize revenue streams and achieve growth goals.

The Process: How We Drive Your Success

Evaluation experts follow a systematic process to drive your success. By leveraging their expertise in data analysis, program evaluation, and strategic planning, they guide businesses through the following steps:

  1. Designing Custom Questionnaires for Targeted Insights: Evaluation experts design quantitative questionnaires to gather targeted insights from stakeholders. This ensures that data collection is aligned with the evaluation's specific goals and objectives.

  2. Utilizing Interactive Dashboards for Real-Time Data Analysis: Evaluation experts use interactive dashboards to analyze data in real-time. This allows businesses to make informed decisions based on up-to-date insights and trends.

By following this process, evaluation experts drive your success by providing valuable insights and recommendations to fuel strategic growth.

Designing Custom Questionnaires for Targeted Insights

Data collection is a critical evaluation component crucial in driving strategic growth. Evaluation experts design custom questionnaires to gather targeted insights from stakeholders. These questionnaires are tailored to the evaluation's specific goals and objectives, ensuring that the collected data provides valuable information for decision-making.

By designing custom questionnaires, evaluation experts enable businesses to collect relevant and meaningful data that informs their growth strategies. The insights gathered through these questionnaires help companies gain a deeper understanding of their target market, customer preferences, and areas for improvement.

Utilizing Interactive Dashboards for Real-Time Data Analysis

Real-time data analysis is crucial for businesses that aim to make informed and timely decisions. Evaluation experts utilize interactive dashboards to analyze data in real time, allowing companies to gain immediate insights and respond quickly to changing market conditions.

Interactive dashboards provide a user-friendly interface that allows businesses to explore data, visualize trends, and identify patterns. By leveraging advanced data visualization techniques, evaluation experts present complex information clearly and concisely, making it easier for businesses to understand and act on the insights.

Real-time data analysis enables businesses to stay ahead of the competition and make data-driven decisions that drive growth. By leveraging interactive dashboards, companies can monitor key performance indicators, track progress toward goals, and identify areas for improvement. This proactive approach to data analysis empowers businesses to make strategic decisions based on up-to-date information, setting them up for success in their growth initiatives.

Why Choose Dr. Samar Habib as Your Evaluation Expert?

Dr. Samar Habib is an experienced and highly skilled evaluation expert who can help drive your strategic growth. With expertise in analytics and impact evaluation, she brings superior competency to her work.

Dr. Habib's extensive experience in data science and impact evaluation makes her a trusted expert in the field. She deeply understands the methodologies and techniques required to conduct rigorous evaluations and analyze complex data, allowing her to provide valuable insights and recommendations to drive success.

As a certified analytics professional, Dr. Habib possesses the knowledge and skills to navigate data analysis and evaluation complexities. She is well-versed in the latest tools and technologies used in the field, allowing her to leverage data effectively to inform decision-making and drive growth.

Dr. Habib's proven track record of facilitating strategic growth is a testament to her expertise and competency. She has worked with a diverse range of clients, including organizations in the public and private sectors, to drive measurable success through impact evaluations and revenue growth management.

By choosing Dr. Samar Habib as your evaluation expert, you can benefit from her unmatched data science and impact evaluation expertise. Her holistic approach to evaluation, analytical skills, and deep industry knowledge make her the ideal partner to drive your strategic growth initiatives.

Unmatched Expertise in Data Science and Impact Evaluation

Dr. Samar Habib possesses unmatched data science and impact evaluation expertise, making her a valuable asset in driving strategic growth. Her deep understanding of data analysis, statistical modeling, and impact evaluation methodologies allows her to offer businesses valuable insights and recommendations.

Dr. Habib's expertise in data science enables her to use advanced analytics techniques to uncover patterns and trends in complex datasets. She can identify growth opportunities, optimize operational processes, and drive business performance by analyzing data from various sources.

In addition, Dr. Habib's experience in impact evaluation equips her with the skills to assess the effectiveness of business initiatives and measure their impact on desired outcomes. Through rigorous evaluation methodologies, she can provide evidence-based insights that inform decision-making and drive strategic growth.

With her unmatched expertise in data science and impact evaluation, Dr. Samar Habib is well-equipped to guide businesses toward success. Her ability to analyze and interpret data, combined with her understanding of evaluation methodologies, ensures that companies can make informed decisions and optimize their growth strategies.

A Proven Record of Facilitating Strategic Growth

Dr. Samar Habib has a proven record of facilitating strategic growth for businesses across various industries. Her experience in the theory of change work and her understanding of business dynamics allow her to develop customized strategies that drive success.

Through her evaluation work, Dr. Habib has helped businesses identify the key drivers of change and develop effective strategies to achieve their growth goals. By conducting thorough evaluations and analyzing the impact of various interventions, she has provided valuable insights that have guided businesses toward success.

Dr. Habib's expertise in working with funders has also facilitated strategic growth. She understands the importance of aligning business initiatives with funder priorities and requirements. Her ability to articulate the impact of business initiatives and provide evidence-based insights has helped businesses secure funding and support for their growth strategies.

With her proven record of facilitating strategic growth, Dr. Samar Habib is a trusted partner for businesses looking to drive success. Her expertise in the theory of change work and her understanding of funders' expectations ensure that companies can develop effective strategies and secure the support they need to achieve their growth goals.


Frequently Asked Questions


What is impact evaluation?

Impact evaluation is a systematic approach to assessing the observed changes or impacts produced by an intervention. It provides valuable information about the effectiveness and impact of a program, policy, or intervention. Impact evaluations beyond simply describing or measuring have implications for understanding the causal relationship between the intervention and the observed changes.

The methodologies used in impact evaluation vary depending on the specific context and goals of the evaluation. They can include experimental, quasi-experimental, and non-experimental designs. Experimental designs involve constructing a control group through random assignment, while quasi-experimental designs create a comparison group through matching or regression discontinuity. Non-experimental designs analyze the consistency of evidence and rule out alternative explanations through a logical and evidence-based process.

Impact evaluations assess interventions' relevance, effectiveness, efficiency, impact, and sustainability. They consider both intended and unintended consequences and the intervention's primary and secondary long-term effects. Businesses can comprehensively understand their initiatives' outcomes and impacts by conducting impact evaluations and making data-informed decisions to drive growth and success.

Why do impact evaluation?

Impact evaluations serve several purposes and provide valuable insights for businesses. They are conducted to improve or reorient an intervention, inform decisions about continuing, discontinuing, replicating, or scaling up an intervention, and support accountability and learning.

The Organisation for Economic Co-operation and Development (OECD) defines impacts as the positive and negative, primary and secondary long-term effects produced by a development intervention, directly or indirectly, intended or unintended. Impact evaluations go beyond measuring impacts to understanding the role of the intervention in producing these impacts. They can help businesses assess their initiatives' relevance, effectiveness, efficiency, impact, and sustainability.

Businesses conduct impact evaluations to obtain credible and robust evidence about their interventions' outcomes and impacts. This evidence can inform decision-making, identify areas for improvement, and provide accountability to stakeholders and funders. Impact evaluations also contribute to knowledge and evidence in various fields, supporting future program design and implementation.

In addition, impact evaluations are often required for certification purposes. Certificates of impact evaluation provide businesses with formal recognition of their commitment to evidence-based decision-making and responsible program management. They demonstrate a business's commitment to learning, improvement, and achieving measurable impact.

Conducting impact evaluations can help businesses comprehensively understand their initiatives' effectiveness and impact. This knowledge empowers them to make informed decisions, optimize strategies, and drive sustainable growth.

When to do impact evaluation?

Determining when to conduct an impact evaluation requires carefully considering the specific intervention and the timing of decisions. Impact evaluations should only be undertaken when their intended use can be identified and when they are likely to produce valid findings.

The timing of an impact evaluation is crucial. Conducting an evaluation too early may result in an inaccurate assessment of the impacts, as they may need more time to develop. On the other hand, conducting an assessment too late may result in findings that come after decisions have already been made or are no longer relevant.

The decision to conduct an impact evaluation should be based on the availability of resources, the timing of decisions regarding the intervention, and the evaluation's relevance and potential usefulness. Interventions for impact evaluation should be prioritized based on their alignment with organizational or development strategies, their likely effectiveness, the commitment of senior management or policymakers to using the findings, and their relevance to current strategies and priorities.

Adaptations in the intervention may also necessitate conducting an impact evaluation. When significant changes are made to the intervention design or implementation, an impact evaluation can help assess the effectiveness of these adaptations and inform future decisions.

Impact evaluations provide valuable insights into interventions' outcomes and impacts. By conducting impact evaluations at the appropriate time, businesses can make informed decisions, drive strategic growth, and ensure the effectiveness and sustainability of their initiatives.

How Does Program Impact Evaluation Contribute to Business Growth?

Program impact evaluation plays a crucial role in contributing to business growth by providing insights into program effectiveness. It helps businesses understand whether their programs achieve the desired goals and provides a basis for making informed decisions. An evaluation expert with expertise in program impact evaluation can help businesses identify areas for improvement and drive strategic growth.

What Makes Strategic Revenue Growth Management Essential?

Strategic revenue growth management is essential for businesses as it involves analyzing sales data to inform strategic decision-making. By understanding market trends, competition, and consumer behavior, companies in New York and beyond can make data-driven decisions to optimize revenue growth. Control groups can be used to compare the effectiveness of different strategies, enabling businesses to focus on the most successful approaches.

How Do Interactive Dashboards Aid in Decision Making?

Interactive dashboards aid decision-making by visualizing data that are easy to understand for non-technical audiences. These dashboards enable businesses to explore data, identify patterns, and make informed decisions based on gained insights. They also support causal inference, helping evaluators analyze the impact of specific interventions and their effects on desired outcomes.

Why is Choosing the Right Evaluation Expert Critical?

Choosing the right evaluation expert is critical for businesses, as they possess the necessary skills and expertise in analytics. An expert with a deep understanding of impact evaluation methodologies and data analysis can provide accurate insights and recommendations. Their expertise ensures the evaluation is conducted effectively, leading to informed decision-making and business growth.

Can Small Businesses Benefit from Custom Questionnaire Design?

Yes, small businesses can benefit from custom questionnaire design. Custom questionnaires allow companies to gather specific data and insights tailored to their needs. Design options for questionnaires can be optimized to capture the desired information, providing valuable insights for decision-making. Custom questionnaires ensure that small businesses gather relevant data to drive strategic growth.

How Long Does It Take to See Results from These Strategies?

The time frame to see results from these strategies can vary depending on the specific goals and methodologies used. Some strategies may yield immediate results, while others may take longer to show impact. It is important to consider the nature of the strategy, the desired outcomes, and the methodologies employed to determine the expected time frame for seeing results. Patience and continuous evaluation are key to assessing the effectiveness of strategies.

What are the 7 steps of performance evaluation process?

The performance evaluation process has seven steps:

  • Defining the evaluation purpose

  • Developing the evaluation questions

  • Selecting appropriate evaluation methods

  • Collecting data

  • Analyzing the data

  • Concluding and making recommendations

  • Reporting and utilizing the evaluation findings

These steps are crucial for assessing the performance of interventions and guiding decision-making based on the theory of change work.

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