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For data analysis, statistics would come in very handy
@timothywasilwa said in Module 5 Discussion: Data Management Questions:
Well , i have really enjoyed Module 5 , and i would really want get more knowledge on Data analysis
Start a course in statistical analysis using tools like R, SPSS, SAS just to name a few
@Ufere said in Module 5 Discussion: Data Management Questions:
@Dayan22 said in Module 5 Discussion: Data Management Questions:
I will like to know and understand data verification
Check these links '' Data verification - Principles - Infleuntialpoints. www.influentialpoints.com/.../data_verification-principles-properties- assumptions.htm
How to conduct data verification - Influentialpoints. https://influentialpoints.com/Training/data_verification.htm
Thanks for this, I'll also have a look
@LilyB said in Module 5 Discussion: Data Management Questions:
I would like to know about a simpler way to do data verification. Verification can get quite tiring especially when the data set involved is large
I understand your problem, indeed if the data set is too big then it becomes overwhelming to verify all the information you have. What we are currently doing in my organization is to break up the process of data entry, collation and analysis. We have field officers that collect, enter and send the data to managers, who in turn send to the MEL team. This process was choking up the MEL team as they had a lot of work in making follow ups and verification. To sort this out we have given some responsibilities, accompanied by training to the field officers to analyse and consequently verify the data they get from the source. Their analysis is only at a micro level and strictly for data verification. this has taken some pressure off from the MEL team.
@SRALE said in Module 5 Discussion: Data Management Questions:
@MICHAEL3937 said in Module 5 Discussion: Data Management Questions:
i would like to learn more about data analysis, data quality assessment and data storage.
Same here, I also wish to learn about these three and data use. I commented this on a previous response, but it might help you as well. Because you mention data storage, and since keeping the data confidential is important, I think knowing affordable places to store the data would be beneficial. My advice would be to store in pen drives or an external memory and these be kept under lock and key with only certain members to have access to it. It can be a viable option if not that many funds are available. Nonetheless, this works for digital data, if there are paper surveys, I think the best way would be to scan them and make then digital then dispose of the paper in order not to leave a trail and maintain confidentiality. For data analysis all I know is that there are existing platforms that help with these such as Minitab, R, SPSS, NVIVO, however, all of these can be a tad expensive and one still needs certain statistical knowledge to read, interpret, and understand the data and it's results. I don't know much about data quality assessment, so I am looking forward to learning about it.
@SRALE , Thanks for sharing the piece you will love to learn more about. Do you find this course useful at work?
I would like to learn more about,data analysis and verification.How will my team be able to use the acquired data ,analyse and verify for future positive results.
Secondly,i would like to learn more about data collection process.How do we utilise the various tools available to collect appropriate data needed.Additionally,how do we get to choose the best and suitable tool for our project?
Data analysis would be of more concern to me.
I would like to know more about data analysis.
Is data validation the same as data cleaning?
I would like to learn more about data analysis and sample sizes.
Data security has become so crucial nowadays as a results of hackers. We need to learn more about that.
@Course_Operations said in Module 5 Discussion: Data Management Questions:
Respond to this prompt after completing the content in Module 5.
What is one M&E role, task or process that you would like to learn more about? In the discussion forum, describe one part of your data flow that you would like to learn more about.
Sample Post: I would like to learn more about…[data storage, evaluation, data quality assessment, etc.]
Respond to at least two posts. Do you have a tip or piece of advice to offer? Do you know any learning resources that will help this person? Or do you simply have the same question?
I would like to learn more about how data is evaluated.
I would like to learn more about data analysis, data quality assessment and data storage.
I would like to learn more about the data Evaluation
Data Evaluation,...
How do you assess the quality of data submitted?
@RCPparticipant said in Module 5 Discussion: Data Management Questions:
I would like to learn more about how to ensure the safety of data without expensive applications.
I believe if you are good with excel and the use of google drive, you can restrict on some rights that is if the report to be used internally.
@Course_Operations said in Module 5 Discussion: Data Management Questions:
I would like to learn more about Data Quality Assessment
I believe the best way to store Data is using the digital one. Even the survey can be done electronically. In my experience as Quality Manager usually the process of Data Management untill Reports producing the process is similar. However the storage/analysing and use the Data are the Module content, which I would like to learn more.
I would like to know more about data analysis.
@fredericsome said in Module 5 Discussion: Data Management Questions:
I would like to know a little bit more about data verification
Thanks for sharing what piece you’d like to learn more about @fredericsome.
Do you have a monitoring and/or evaluation officer at your organization?
I would love to learn more about data analysis and the use of data analysis software to analyse data.
managing and analyzing data
@AhmadZonoo said in Module 5 Discussion: Data Management Questions:
managing and analyzing data
Thanks for sharing what piece you’d like to learn more about @ahmadzonoo. Do you have a monitoring and/or evaluation officer at your organization? and did you find this course useful for your work? please do well to respond promptly
@S_abdul88 said in Module 5 Discussion: Data Management Questions:
I would love to learn more about data analysis and the use of data analysis software to analyse data.
Thanks for sharing what piece you’d like to learn more about @S_abdul88.
Did you find this course useful for your work? please do well to share your view with us
I would like to learn more about ,data assessment and data storage
@Chimebuka said in Module 5 Discussion: Data Management Questions:
I would like to learn more about ,data assessment and data storage
Thanks for sharing what piece you’d like to learn more about @Chimebuka . Do you have a monitoring and/or evaluation officer at your organization?
@Belexy said in Module 5 Discussion: Data Management Questions:
I would like to know more about data analysis.
Thanks for sharing what piece you’d like to learn more about @Belexy
Did you find this course useful for your work?
@asimao said in Module 5 Discussion: Data Management Questions:
I believe the best way to store Data is using the digital one. Even the survey can be done electronically. In my experience as Quality Manager usually the process of Data Management untill Reports producing the process is similar. However the storage/analysing and use the Data are the Module content, which I would like to learn more.
Thanks for sharing that wonderful piece of advice with the look of things the future is digital. Nice one
Thanks for sharing what piece you’d like to learn more about @asimao
Do you have a monitoring and/or evaluation officer at your organization?
@dasu said in Module 5 Discussion: Data Management Questions:
@Course_Operations said in Module 5 Discussion: Data Management Questions:
I would like to learn more about Data Quality Assessment
Thanks for sharing what piece you’d like to learn more about @dasu .
Did you find this course useful for your work? please do well to respond promptly
@ericmatthhew said in Module 5 Discussion: Data Management Questions:
Data Evaluation,...
Thats a good one
Thanks for sharing what piece you’d like to learn more about @ericmatthhew
Did you find this course useful for your work? please do well to respond promptly
@baisha2168 said in Module 5 Discussion: Data Management Questions:
I would like to learn more about the data Evaluation
Good choice
Thanks for sharing what piece you’d like to learn more about @baisha2168 .
Do you have a monitoring and/or evaluation officer at your organization?
@DirectGIS said in Module 5 Discussion: Data Management Questions:
I would like to learn more about data analysis, data quality assessment and data storage.
Thanks for sharing what piece you’d like to learn more about @DirectGIS
Did you find this course useful for your work?
I would like to learn about data verification and analysis.
@samvinson said in Module 5 Discussion: Data Management Questions:
@Course_Operations said in Module 5 Discussion: Data Management Questions:
Respond to this prompt after completing the content in Module 5.
What is one M&E role, task or process that you would like to learn more about? In the discussion forum, describe one part of your data flow that you would like to learn more about.
Sample Post: I would like to learn more about…[data storage, evaluation, data quality assessment, etc.]
Respond to at least two posts. Do you have a tip or piece of advice to offer? Do you know any learning resources that will help this person? Or do you simply have the same question?
I would like to learn more about how data is evaluated.
Thanks for sharing what piece you’d like to learn more about @samvinson
Did you find this course useful for your work?
@OHMS said in Module 5 Discussion: Data Management Questions:
I would like to learn about data verification and analysis.
Thanks for sharing what piece you’d like to learn more about @OHMS
Do you have a monitoring and/or evaluation officer at your organization?
@CHARLIEMAN said in Module 5 Discussion: Data Management Questions:
Data security has become so crucial nowadays as a results of hackers. We need to learn more about that.
Indeed you are right @CHARLIEMAN
Thanks for sharing what piece you’d like to learn more about @CHARLIEMAN . Do you have a monitoring and/or evaluation officer at your organization?
@ChinenyeNdianefo said in Module 5 Discussion: Data Management Questions:
I would like to learn more about data analysis and sample sizes.
Thanks for sharing what piece you’d like to learn more about @ChinenyeNdianefo .
Did you find this course useful for your work?
@jkurama said in Module 5 Discussion: Data Management Questions:
I would like to know more about data analysis.
Is data validation the same as data cleaning?
Thanks for sharing what piece you’d like to learn more about @jkurama
Is data validation the same as data cleaning?
Data cleaning sometimes referred to as cleansing varies from data validation in that validation perpetually implies data is rejected from the framework at entry and is performed at particular time, as opposed to on groups of data.
The genuine procedure of data cleaning may include removing typographical mistakes or approving and redressing values against a known run down of entities.
On the other hand the validation might be strict, for example, adjusting records that matches with the existing known records.
I hope this helps, my colleagues are also here and will help throw more light
.......................................................................................................................................................................................................Happy learning
@Jotieno said in Module 5 Discussion: Data Management Questions:
Data analysis would be of more concern to me.
Thanks for sharing what piece you’d like to learn more about @Jotieno . Do you have a monitoring and/or evaluation officer at your organization? and did you find this course useful for your work?
@Bilha-Joy said in Module 5 Discussion: Data Management Questions:
I would like to learn more about,data analysis and verification.How will my team be able to use the acquired data ,analyse and verify for future positive results.
Secondly,i would like to learn more about data collection process.How do we utilise the various tools available to collect appropriate data needed.Additionally,how do we get to choose the best and suitable tool for our project?
Thanks for sharing what piece you’d like to learn more about @Bilha-Joy.
Your team can best use the data based on your initial targets and goals and with experience on previous projects it will be easier to see loop holes from past experience and prepare adequately for a counter.
Do you have a monitoring and/or evaluation officer at your organization?
@shadreckchizukuzuku said in Module 5 Discussion: Data Management Questions:
I would like to learn more about data management systems and quality assurance in data management.
Thanks for sharing what piece you’d like to learn more about @shadreckchizukuzuku
Did you find this course useful for your work?
@henoclife19 said in Module 5 Discussion: Data Management Questions:
I'd like to know more about data quality
Thanks for sharing what piece you’d like to learn more about @henoclife19
Did you find this course useful for your work?
@KOPJ said in Module 5 Discussion: Data Management Questions:
@shadreckchizukuzuku said in Module 5 Discussion: Data Management Questions:
I would like to learn more about data management systems and quality assurance in data management.
Thanks for sharing what piece you’d like to learn more about @shadreckchizukuzuku
Did you find this course useful for your work?
Yes this was very useful, and not only for my work but also helped me gain knowledge.
@shadreckchizukuzuku said in Module 5 Discussion: Data Management Questions:
@KOPJ said in Module 5 Discussion: Data Management Questions:
@shadreckchizukuzuku said in Module 5 Discussion: Data Management Questions:
I would like to learn more about data management systems and quality assurance in data management.
Thanks for sharing what piece you’d like to learn more about @shadreckchizukuzuku
Did you find this course useful for your work?Yes this was very useful, and not only for my work but also helped me gain knowledge.
Nice to hear that @shadreckchizukuzuku we are glad you were inspired
Please feel free to enrol for other courses on the platform
Enjoy...
@Asjawara said in Module 5 Discussion: Data Management Questions:
I will love to learn more on data analysis and interpretation.
Thanks for sharing what piece you’d like to learn more about @Asjawara . Do you have a monitoring and/or evaluation at your organization? and did you find this course useful for your work? please feel free to share more with us
@adewalekazeem5050 said in Module 5 Discussion: Data Management Questions:
I would like to learn more about Data Analysis and Structured.
Thanks for sharing what piece you’d like to learn more about @adewalekazeem5050
Did you find this course useful for your work?
@Bmoraa said in Module 5 Discussion: Data Management Questions:
How do you assess the quality of data submitted?
@Bmoraa , If the data submitted possesses these 7 attributes below then it would be referred to as QUALITY DATA....
Accuracy and Precision.
Legitimacy and Validity.
Reliability and Consistency.
Timeliness and Relevance.
Completeness and Comprehensiveness.
Availability and Accessibility.
Granularity and Uniqueness.
I would like to learn more about data use, especially as regards making of project decisions.
I would like to learn more about data use, especially on making of project decisions.
@KOPJ said in Module 5 Discussion: Data Management Questions:
@adewalekazeem5050 said in Module 5 Discussion: Data Management Questions:
I would like to learn more about Data Analysis and Structured.
Thanks for sharing what piece you’d like to learn more about @adewalekazeem5050
Did you find this course useful for your work?
This is an area where I would also like to learn more about.
@KOPJ said in Module 5 Discussion: Data Management Questions:
@shadreckchizukuzuku said in Module 5 Discussion: Data Management Questions:
@KOPJ said in Module 5 Discussion: Data Management Questions:
@shadreckchizukuzuku said in Module 5 Discussion: Data Management Questions:
I would like to learn more about data management systems and quality assurance in data management.
Thanks for sharing what piece you’d like to learn more about @shadreckchizukuzuku
Did you find this course useful for your work?Yes this was very useful, and not only for my work but also helped me gain knowledge.
Nice to hear that @shadreckchizukuzuku we are glad you were inspired
Please feel free to enrol for other courses on the platform
Enjoy...
Data quality directly affects the quality of the projects and decisions made on the project.
@Ludi said in Module 5 Discussion: Data Management Questions:
I would like to learn more about data use, especially as regards making of project decisions.
Hi @Ludi, most often if not otherwise data is collected based on intial goals and objectives based on the rpoject under investigation
I will also advice you to consider taking Fundamentals of Project Management that will go a long way to help you better understand the entire Project process
I will like to learn more about Data Analysis and Quality Control
I would like to learn more about data quality assessment, view monitoring data and make recommendations
I will like to learn more about data analysis and also how to determine which data should be archived or not.
I would like to learn more on Evaluations and how to design evaluation questions
@Mbukwa said in Module 5 Discussion: Data Management Questions:
I would like to learn more about it
I would like to know more about data analysis and verifiability
i will like to know more about the participant survey
I would like to learn about how to verify data because I believe this greatly affects the authenticity of our reports and this influences greatly the evaluation and monitoring processes
True that but I belief verification comes first before analyzing so that you analyze the correct data and you have valid reports
@Course_Operations said in Module 5 Discussion: Data Management Questions:
I would like to learn more about data quality assessment
according to the data flow map i believe the M&E Manager and his team, the success and failure of a project or or organisation lies solely on the M&E team due to the central role they play in drafting data management plan leading to the definition of roles and responsibilities of each project member/staff.
i would like to learn more on data interpretation and analysis.
@ArnaudSegla said in Module 5 Discussion: Data Management Questions:
@Umar007 said in Module 5 Discussion: Data Management Questions:
I would like to learn more about data analysis
Me too
Thanks for sharing what piece you’d like to learn more about @ArnaudSegla. Do you have a plan for monitoring and evaluation at your organization?
@mantse said in Module 5 Discussion: Data Management Questions:
@Course_Operations said in Module 5 Discussion: Data Management Questions:
I would like to learn more about data quality assessment
Did you find this course useful for your work? @mantse
@Apaliyem said in Module 5 Discussion: Data Management Questions:
i will like to know more about the participant survey
Thanks for sharing what you need to know more @Apaliyem, so did you have a plan for Monitoring and Evaluation in your organization?
I would love to know more about analysing data.
I will like to know more about data verification and validation
I would like to learn more about data management especially data analysis
@zheenbekovb said in Module 5 Discussion: Data Management Questions:
@philistine said in Module 5 Discussion: Data Management Questions:
i would like to learn more about data entry and analysis to produce graphic reports
You can try this in Power BI or in Google Data Studio. These tools are great dashboards.
You can also download tutorials on how to use IBM SPSS or STATA for data entry and analysis. They are good and reliable softwares for data analysis especially in social sciences or any quantitative analysis
@anuolutosin said in Module 5 Discussion: Data Management Questions:
I would love to know more about analysing data.
Try to download tutorials on how to use IBM SPSS and STATA softwares especially for quantitative analysis.
I will like to learn more about data analysis and verification.
I will like to learn more about data analysis and verification
@Chigozy said in Module 5 Discussion: Data Management Questions:
I would like to learn more about data management (analysis, evaluation and interpretation/presentation).
Any link, article, course, video or forum to learn would be appreciated.
Great... I have the same interest too
@phillimonkaganzi said in Module 5 Discussion: Data Gr Questions:
i would like to learn more about data quality management like how to critical data analysis and maybe more light on data analysis.
Great I wish you all the best
@Course_Operations said in Module 5 Discussion: Data Management Questions:
Respond to this prompt after completing the content in Module 5.
What is one M&E role, task or process that you would like to learn more about? In the discussion forum, describe one part of your data flow that you would like to learn more about.
Sample Post: I would like to learn more about…[data storage, evaluation, data quality assessment, etc.]
Respond to at least two posts. Do you have a tip or piece of advice to offer? Do you know any learning resources that will help this person? Or do you simply have the same question?
I would like to learn more about data analysis.
@Course_Operations said in Module 5 Discussion: Data Management Questions:
Respond to this prompt after completing the content in Module 5.
What is one M&E role, task or process that you would like to learn more about? In the discussion forum, describe one part of your data flow that you would like to learn more about.
Sample Post: I would like to learn more about…[data storage, evaluation, data quality assessment, etc.]
Respond to at least two posts. Do you have a tip or piece of advice to offer? Do you know any learning resources that will help this person? Or do you simply have the same question?
I would like to learn more about data analysis using various statistical tools
@Alenzymes said in Module 5 Discussion: Data Management Questions:
@Chigozy said in Module 5 Discussion: Data Management Questions:
I would like to learn more about data management (analysis, evaluation and interpretation/presentation).
Any link, article, course, video or forum to learn would be appreciated.Great... I have the same interest too
@Alenzymes said in Module 5 Discussion: Data Management Questions:
@Chigozy said in Module 5 Discussion: Data Management Questions:
I would like to learn more about data management (analysis, evaluation and interpretation/presentation).
Any link, article, course, video or forum to learn would be appreciated.Great... I have the same interest too
I have the same interest too
@fofanahosman26 said in Module 5 Discussion: Data Management Questions:
according to the data flow map i believe the M&E Manager and his team, the success and failure of a project or or organisation lies solely on the M&E team due to the central role they play in drafting data management plan leading to the definition of roles and responsibilities of each project member/staff.
i would like to learn more on data interpretation and analysis.
I have the same interest also on data analysis
I will like to know more on analysing data and data security the possible and affordable ways to going about it
I would like to learn more data verification and data analysis
I would like to learn data verification and data analysis
Module 5 which is the last Module of our M&E has taken off today, officially. Let us take time out to learn everything that it has to offer. Enjoy your studies.
@Anjorin said in Module 5 Discussion: Data Management Questions:
i would like to learn data analysis,data storage and data quality assessment.The whole process of data flow will help me to have a detailed report for my project
Yes understanding the whole process of data flow will help to have a detailed report for your project, for me I will want to learn more about data analysis and storage these are the areas I want to improve
I would like to know more about data quality assessment
I have the same interest
Will like to learn the data analysis and report preparation aspect
Respond to this prompt after completing the content in Module 5.
What is one M&E role, task or process that you would like to learn more about? In the discussion forum, describe one part of your data flow that you would like to learn more about.
Sample Post: I would like to learn more about…[data storage, evaluation, data quality assessment, etc.]
Respond to at least two posts. Do you have a tip or piece of advice to offer? Do you know any learning resources that will help this person? Or do you simply have the same question?
i would like to learn more about how to choose the most appropriate data collection tools
i would like to learn more about how to choose the most appropriate data collection tools
I would like to learn more about data analysis and report writing.
I would like to know more about checking data quality
I would like to know more about checking data quality
@Alim16 said in Module 5 Discussion: Data Management Questions:
@Bmoraa said in Module 5 Discussion: Data Management Questions:
How do you assess the quality of data submitted?
@Bmoraa , If the data submitted possesses these 7 attributes below then it would be referred to as QUALITY DATA....
Accuracy and Precision.
Legitimacy and Validity.
Reliability and Consistency.
Timeliness and Relevance.
Completeness and Comprehensiveness.
Availability and Accessibility.
Granularity and Uniqueness.
Very helpful
I would like to learn more about data analysis using SPSS, Strata and R programming softwares.
I will like to know more about Data analysis and Data storage how does it enhance the quality of the data
I would like to learn more about data verification, data analysis and quality data assessment.
I would like to learn more about ensuring quality data, and used of datas in many forms.
I would like to learn more about, how to collect quality data and uses of data in dieerent means.
I would like to learn more about, how to collect quality data and uses of data in deferent means.
@Ludi said in Module 5 Discussion: Data Management Questions:
@KOPJ said in Module 5 Discussion: Data Management Questions:
@adewalekazeem5050 said in Module 5 Discussion: Data Management Questions:
I would like to learn more about Data Analysis and Structured.
Thanks for sharing what piece you’d like to learn more about @adewalekazeem5050
Did you find this course useful for your work?This is an area where I would also like to learn more about.
This is also a goog component from where we can derive different meaning of data and utilise it.