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1 Dorcas Njeri Kareithi Main +254723855078 Nairobi, Kenya [email protected] https://ke.linkedin.com/in/dorcaskareithi Objective: To become an all rounded Researcher, with an aim to specialize in data collection, management and analysis. I advocate for use of data in decision making and data to guide policy. I devote myself to advancing fields of statistical computing. Summary: Analytical, results‐driven person with skills in: Study Design: Sample calculation (simple random sampling, two stage cluster sampling, multi- level sampling), writing and formulating Theory of Change, writing design protocols, evaluation protocols, sampling design and Monitoring and Evaluation Frameworks. Data Collection: Designing survey tools, handling and collecting large and confidential sets of data, Data collection using electronic and methods, Data entry validation in CommCare , Survey CTO and ODK. Data Management: Database design using MS-Access and SQL, Data Management using stata and python, conducting data quality checks, producing discrepancy reports, data entry, importing, management and cleaning, merging and appending data sets, manipulate data and summary reports, producing visualization elements Data analysis: implementing statistical procedures, parametric statistical methods, non‐ parametric statistical methods, mathematical and econometric modelling, longitudinal analysis, survival analysis and joint modelling. Producing data visualization tools such as Dashboards, plots, pie and bar charts and info‐ graphics. I am proficient in Stata, Python, R, SAS, Excel and SPSS (Analysis), Excel, PowerBI and Tableau (Visualization) Mapping: Use of QGIS Map Generation, Basic Geospatial Analysis Latex writing skills: Use of Latex for publications, Reports and Presentations Current interests: Statistical Computing and Data Science: Use of Machine learning and predictive to improve analytics and deliver faster results (R programming, python and integration with QGIS). Just completed a Udacity Data Science Course. Mentorship in Statistics: Bridging the gap between experienced and seasoned statisticians and budding statisticians to ensure that the future of statistics in Africa (especially Kenya) is full of skilled and experienced statisticians Education: 2014 –2016: Master of Science in Biometry, University of Nairobi 2010 2013: Bachelor of Science in Economics and Mathematics, Kabarak University ‐ Second Upper division 2006 – 2009: Kenya Certificate of Secondary Education, St. Francis Girls High School, Mang’u - B+ Relevant Experience: Manager-Study Design and Analysis, CoCreation Hub Feb2019-Current Projects Involved - re:learn
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Page 1: Dorcas Njeri Kareithi - OWSD Dorcas N.pdf · Active Team member in the development of Theory of Change for NLS Manage tools for collecting, entering, editing, cleaning, organizing,

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Dorcas Njeri Kareithi

Main +254723855078 Nairobi, Kenya

[email protected]

https://ke.linkedin.com/in/dorcaskareithi

Objective: To become an all rounded Researcher, with an aim to specialize in data collection,

management and analysis. I advocate for use of data in decision making and data

to guide policy. I devote myself to advancing fields of statistical computing.

Summary: Analytical, results‐driven person with skills in:

Study Design: Sample calculation (simple random sampling, two stage cluster sampling, multi-

level sampling), writing and formulating Theory of Change, writing design protocols, evaluation

protocols, sampling design and Monitoring and Evaluation Frameworks.

Data Collection: Designing survey tools, handling and collecting large and confidential sets of

data, Data collection using electronic and methods, Data entry validation in CommCare , Survey

CTO and ODK.

Data Management: Database design using MS-Access and SQL, Data Management using stata

and python, conducting data quality checks, producing discrepancy reports, data entry,

importing, management and cleaning, merging and appending data sets, manipulate data and

summary reports, producing visualization elements

Data analysis: implementing statistical procedures, parametric statistical methods, non‐

parametric statistical methods, mathematical and econometric modelling, longitudinal analysis,

survival analysis and joint modelling. Producing data visualization tools such as Dashboards,

plots, pie and bar charts and info‐ graphics. I am proficient in Stata, Python, R, SAS, Excel and

SPSS (Analysis), Excel, PowerBI and Tableau (Visualization)

Mapping: Use of QGIS Map Generation, Basic Geospatial Analysis

Latex writing skills: Use of Latex for publications, Reports and Presentations

Current interests:

Statistical Computing and Data Science: Use of Machine learning and predictive to improve

analytics and deliver faster results (R programming, python and integration with QGIS). Just

completed a Udacity Data Science Course.

Mentorship in Statistics: Bridging the gap between experienced and seasoned statisticians and

budding statisticians to ensure that the future of statistics in Africa (especially Kenya) is full of

skilled and experienced statisticians

Education: 2014 –2016: Master of Science in Biometry, University of Nairobi

2010 – 2013: Bachelor of Science in Economics and Mathematics, Kabarak

University ‐ Second Upper division

2006 – 2009: Kenya Certificate of Secondary Education, St. Francis Girls High

School, Mang’u - B+

Relevant Experience:

Manager-Study Design and Analysis, CoCreation Hub

Feb2019-Current

Projects Involved

- re:learn

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- Rwanda Biomedical Centre NCD Campaign Evaluation

- Digital Epidemiology

Main software used: Stata, NVivo, R

Main Tasks and Responsibilities:

Locate and qualify new sources of data and information from primary and secondary

sources

Review large amounts of data from multiple sources and curate the relevant facts.

Perform statistical analysis using MS Excel and putting together reports.

Report findings from research in a concise, coherent and structured fashion using

communication tools such as written reports, PowerPoints, and spreadsheets.

Understand statistical concepts including correlation, variance, significance, and

predictive model fitting.

Leverage analytical techniques and technologies to interrogate, visualise and

understand data sets.

Develop and maintain the organisation's data to support reporting and analytics

requirements.

Improve data quality and the processes and sources of data through the development

and operation of data quality queries.

Prepare regular reporting on a monthly/quarterly basis.

Senior Research Associate‐ Analysis, Evidence Action

September 2017‐Nov 2018

Projects Involved

- Deworm the World (DtW), Kenya

- G‐United, Kenya

- No Lean Season, Bangladesh

Main software used: Stata, Q GIS, CommCare, Tableau

Main Tasks and Responsibilities:

Development of Survey Tools and Support on development of survey tools specifically

on ODK and Commcare

Active Team member in the development of Theory of Change for NLS

Manage tools for collecting, entering, editing, cleaning, organizing, and archiving data

for both Projects

Supervise and manage data collection with Field officers and the team in Bangladesh

as well as field officers in the 20 counties participating in G-United programme

Performing quality checks on data and giving daily updates for the three programs

Designing and implementing data entry, processing and analyses of M&E studies, in

particular Baseline Surveys and Impact Evaluations of G-United and NLS

Development and regular update of Dashboards for the three projects

Development of Stata scripts for regular analysis for Cohort 4 of G united and

Verification Data for No Lean Season

Coordinate analysis activities across all Evidence Action – Africa Region programs and

on the Projects above in Kenya and Bangladesh

Data Management on data from the above projects to ensure data is in a sharable and

easily analysable format

Provide Key Program Indicators (KPIs) for all of the above projects

Analyse data on key topics to inform programmatic decision‐making in the areas of

operations, coverage and progress for Deworm The World‐Kenya

Compose reports ranging from Pre‐Analysis Plans to Analytical Results / Write‐ups

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Provide key analytical and knowledge inputs for academic and non‐academic

conference presentations, articles, policy briefs, memos and major proposals

Made Data Management Protocols and Other Data Issue Tracking Documents

Producing dashboards in Tableau by linking Tableau and Commcare

Analysis Consultant- Sight Savers International

September 2018-December 2018

Project Involved:

‐ Improving curriculum and teaching methods to influence policy and increase the quality

of ECDE provision for children with disabilities in Malawi

Investigating a Model for the Economic Empowerment of Youth with Disabilities in

Rural Uganda

Main software (and Language) used: Stata

Main Tasks and Accomplishments:

Supporting the research team to analyse and clean multi-part quantitative panel datasets (3

individual level and 3 cluster level data), data management and analysis to evaluate an

intervention aimed at improving curriculum and teaching methods to influence policy and

increase the quality of ECDE provision for children with disabilities in Malawi.

Main tasks:

Linking datasets using unique identifiers

Conducting descriptive statistics

Conducting univariate and multivariate analyses according to the study protocol

Developing results tables and a draft report using results and the study protocol.

Contact: [email protected]

Research Associate‐ Analysis, Evidence Action

April 2016‐August 2017

Projects Involved:

‐ Deworm the World (DtW) Kenya, Nigeria

‐ Dispensers for Safe Water (DSW) Kenya, Uganda and Malawi

Main software used: Excel, R, Stata, QGIS

Main Tasks and Accomplishments:

Coordinating analysis activities across all Evidence Action – Africa Region programs on

the Projects above in Kenya, Nigeria, Uganda and Malawi.

Analyze data on key topics to inform programmatic decision‐making in the areas of

operations, finance, coverage and adoption.

Compose reports ranging from Pre‐Analysis Plans to Analytical Results / Write‐ups

Provide key analytical and knowledge inputs for academic and nonacademic conference presentations, articles, policy briefs, memos and major proposals

Develop Pre‐Analysis Plans and protocols for year‐wide projects and statistical

analyses done

Develop and do more in‐depth analyses to inform program decisions; specifically rainfall effect on adoption rates, Promoter gender effect on adoption, effectiveness of training one vs two teachers, cost effective community sensitization methods for deworming children

Contribute to geographic expansion decisions, and program improvements through

the collection and analysis of key demographic and geospatial data

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Msc Research Scholar, International Centre for Insect Physiology and Ecology (ICIPE)

Jan 2015‐March 2016

Project Tile: An algorithm for data reconstruction using published articles; an application on

insect life tables (currently under Review for publishing).

For my masters project, I extensively studied types of life tables, the type of data collected for

life tables, the structure of life data, models used on insect life tables, models used to describe

the various developmental stages of insects in order to develop an algorithm used to

reconstruct incomplete insect life tables given outputs and sample sizes. The algorithm, once

published, is to be used in ILCYM, a program that used insect life tables and uses models fitted

to predict occurrence of insect pests. The algorithm is written in R programming.

Statistician and Researcher, Bramble Consultants

March 2013~ Current

Projects involved:

- Socio‐Economic and Environmental Impact of Kindaruma Hydro‐electric Reservoir on the communities of Kiambere Sublocation in Embu County, Kenya. Contact: [email protected]

- Gikonyo, M., Niassy, S., Moritz, G., Khamis, F., Magiri, E., & Subramanian, S. (2017).

Resolving the taxonomic status of Frankliniella schultzei (Thysanoptera: Thripidae)

colour forms in Kenya – a morphological‐, biological‐, molecular‐ and ecological‐based

approach. International Journal of Tropical Insect Science, 37(2), 57‐70. Contact:

[email protected]

- Factors that influence girl child access to primary school education, a case of Mwitika

division, Mutito District, Kenya. Contact: [email protected]

- Human resource management factors influencing staff retention in eastern and central

regions at Kenya Red Cross Society. Contact: [email protected]

- Musyoka, M.W., Adamtey, N., Muriuki, A.W., Cadisch, G., 2017. Effect of organic and

conventional farming systems on nitrogen use efficiency of potato, maize and vegetables

in the Central highlands of Kenya. Eur. J. Agron. 86, 24–36. contact:

[email protected]

- Using Data to Inform Management Polices, jointly with Carol Muskyoka Consulting,

contact: [email protected]

Responsibilities:

ISIbalo Young African Statisticians Association (IYASA), Executive Committee Member &

Kenya Representative, April 2016‐ current

icipe Scholars Association (IScA)‐ Msc Students Representative, March 2015 –March

2016

International Biometric Society (IBS)- Member no 1308334

Organization for women in science for the developing world – Member no: 7629

Trainings and workshops:

Bio-statistical Models for Joint Longitudinal and Survival Data in Research: Theory and

Applications in R Software – University of Nairobi, 2018

Data Science Challenge – Udacity-2018

Analyzing and Visualizing Data with Power BI‐ edX‐ 2018

CommCare for Data Collection and Management by Dimagi‐ Evidence Action, 2018

Protecting Human Research Participants, NIH Office of Extramural Research,2017

Introduction to Data science and Python‐ Cousera‐2017

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ODK for Data Collection: Designing Surveys‐ Evidence Action, 2017

Estimation and Projection Package (EPP) Use – University of Nairobi, 2015

Introduction to GIS and Remote Sensing – ICIPE, 2015

Statistical Methods for Arthropods – ICIPE, 2015

seminars/conferences:

Fourth Conference of African Ministers Responsible for Civil Registration, Nouakchott,

Mauritania.‐December 2017

East Africa Data Festival – Strathmore University, 2016

ISIBALO Young African Statisticians Conference 2016 – Statistics South Africa, Pretoria, 2016

Kenya Open Data Academia Forum – Moi University, 2015

Kenya Youth to Business – AIESEC Kenya, 2012.

Inter‐University Statistics Seminar – Egerton University, 2012

Research Work Conducted:

1. An algorithm for data reconstruction using published articles; an application on insect

life tables (Msc Dissertation)

2. Impact of the youth enterprise development fund on youth empowerment in Nakuru

County: a case study of Shabab area, Nakuru County (undergraduate project).

Publications:

1. Postharvest Management: Potential Challenges for Smallholder Organic Farmers in Kenya

(yet to be published) Irene Kadzere, B. Oehen, D.N Kareithi, E.N. Karanja, P.O. Owuor and

J. Mbaka. Contact: [email protected]

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Referees

Ms EMMA JOLLEY

Global Technical Lead: Health & Disability Research

Sight Savers

One Boston Place, Suite 2600, Boston, MA 02108.

United Kingdom

Email: [email protected]

Relationship: Former supervisor

MR KENNEDY MUTAI

Statistician/Modeller

National Aids Control Council

P.O.Box 61307

Nairobi, Kenya

Tel: (+254) 724 777 120

Email: [email protected]

Relationship: Professional Mentor

DR MARTHA MUSYOKA

Project Research Coordinator

Long Term Farming Experiments; System Comparison in the Tropics

International Centre for Insect Physiology and Ecology (ICIPE)

P.O. Box 30772‐00100, Nairobi

Tel: +254 724322207

Email: [email protected]

Relationship: Former Supervisor


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