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2. WISEWOMAN Data Defining and Clarifying the MDEs Darryl Cooney, Statistician, SciMetrika
Patty Ferry, CDC WISEWOMAN Program, Columbus
Technologies & Services, DHDSP WISEWOMAN Contractor
Diane Manheim, Project Officer, CDC WISEWOMAN Program
Dianne May, Project Officer, CDC WISEWOMAN Program
So ONeil, Senior Researcher, Mathematica Policy Research,
Inc.
Isam Vaid, ORISE Fellow, DHDSP
Chad Wigington, Data Analyst, Columbus Technologies &
Services, DHDSP Epi & Surveillance Branch Contractor
3. Session Agenda Introduction to objectives of the session
Data Quality Improvement Plan
MDE Definitions
Template
Changes
Discussion Sessions
MDEs: Possible Changes
Wrap-up and next steps
4. Objectives of the Session
By the end of the session participants will be able to:
Describe CDCs plans for data quality improvement
Describe parameters for changing or refining MDE questions or responses in the short term (until 2013)
5. Overview of data quality issues Missing data
Data that cannot be used for analysis (excluded data)
Data that may not be reporting the same thing (unclear definitions)
Submission timeliness and completeness
Data that cannot meaningfully be interpreted because of question quality or response options
The CDC Data Quality Plan is being developed to address each aspect of the concerns related to data quality.
6. What CDC is doing to address data quality Increasing programs ability to identify missing and excluded data through the use of new on-line edits program
Developing data quality performance measures to begin next program year to focus on:
Eliminating missing data
Reducing excluded data
Assuring timely submission of quality and complete MDE data on or before due date
7. What is CDC doing? Improving the MDE manual.
Improving data interpretation through improved MDE questions and response options.
Improving timeliness of feedback reports.
Adding more analysis of data to future reports.
8. Telling the WISEWOMAN Story The number of women reached (screening and LSI)
Who these women are (demographics, risk profiles)
Documenting positive changes in heart disease and stroke risk factors (decreasing heart disease and stroke risk factors)
Building the capacity in communities to support healthy behaviors (sustaining program benefits)
Lessons learned
9. Improving MDE Definitions Proposed Changes:
New Table of Contents
New format for data elements information
Changes to some definitions
Input from you
At conference: Discussion Sessions Tues. 77:45 am & 34 pm
Follow-up input from programs and data transition committee
New Program Manual Released
10. MDE Revision Process The OMB approval will take approximately 8 weeks after fast track application is submitted.
We will communicate changes to programs as soon as approved by OMB.
Depending on the timeline, changes would be implemented beginning July 1, 2011.
11. Development of Proposed Changes All proposed changes are based on requests from programs and need for improved quality of data collected.
CDC recognizes that some programs may have more challenges implementing changes than others.
We want your feedback to help us identify challenges and determine feasibility.
12. Criteria for Consideration Will the changes improve our ability to tell the WISEWOMAN story?
Will the changes improve data accuracy and meaning?
Do the changes align with NBCCEDP and other CDC program data needs? Criteria and prioritization of what we would focus onCriteria and prioritization of what we would focus on
13. What MDE adjustments are being considered?
14. Discussion Process We will go through each element under consideration
We will give you the rationale
We will tell you the possible proposed change
We will ask you questions, to get your initial feedback for about 2-3 minutes per item. Cards are available on the tables to ask additional questions
Feedback after the conference is planned
15. MDE: Race6 Rationale: NBCCEDP has removed this data element (6th race field) and we want to align with their data set
Proposal: Remove 6th Race Field from MDE set
Questions: Is the benefit of dropping this field greater than the effort to change data collection and reporting systems?
In order to align with BCCP, which has removed this option, the 6th race field (which has no current valid option for response) would be removed. It is the 6th repeat of the same question.
This is totally up to the programs as to whether reformatting is worth doing. We do not care.
In order to align with BCCP, which has removed this option, the 6th race field (which has no current valid option for response) would be removed. It is the 6th repeat of the same question.
This is totally up to the programs as to whether reformatting is worth doing. We do not care.
16. Assessment Date, Weight Date, BP Date Rationale: Weight Date and BP Date are redundant and assessment date (data of health history) is agrees with weight date 98% of the time.
Proposal: We only need a screening visit date Change definition of assessment date to visit date and drop Weight and BP Date Fields
Questions: What are the challenges, ramifications, and benefits of changing from 3 dates to one?
Because date are the same most of the time, we dont need all these dates. The screening date will allow us to drop date edits checks and more easily calculate rescreening period. Because date are the same most of the time, we dont need all these dates. The screening date will allow us to drop date edits checks and more easily calculate rescreening period.
17. Units of Measurement Rationale: Neither weight in kilograms nor height in centimeters is being submitted.
Proposal: Require only lbs and inches as measurement units
Questions: Are there any reasons to keep metric measurement units? What will changing data collection and reporting systems involve?
18. Triglycerides & LDL Measures Rationale: Triglycerides and LDL are only gathered when a fasting blood draw is obtained. A clearer response option is needed to accommodate when a patient is not fasting
Proposal: Add to the current responses 6666 Patient not fasting
Questions: Would this response help improve data quality? How would this change impact programs?
Recommendation: 9999 means 2 things data is missing and data should not have been collected because patient was not fasting. Add a response option for LDL and Triglycerides questions response option to clarify so that there is an option for no measurement i.e. missing(9999) and a separate response option for patient not fasting (6666)
Additional potential recommendation: Not sure how client refused would make sense in this context (if fasting blood work is done, patient consent would not be needed for this specific test, and if patient refused to get blood work done, this would be no measurement taken) It may be appropriate to remove option. Programs could let us know if they thought it was worth recoding.
7777 Inadequate blood sample,
8888 client refused
9999 no measurement recorded
Recommendation: 9999 means 2 things data is missing and data should not have been collected because patient was not fasting. Add a response option for LDL and Triglycerides questions response option to clarify so that there is an option for no measurement i.e. missing(9999) and a separate response option for patient not fasting (6666)
Additional potential recommendation: Not sure how client refused would make sense in this context (if fasting blood work is done, patient consent would not be needed for this specific test, and if patient refused to get blood work done, this would be no measurement taken) It may be appropriate to remove option. Programs could let us know if they thought it was worth recoding.
7777 Inadequate blood sample,
8888 client refused
9999 no measurement recorded
19. Health History of Diabetes Rationale: In the MDE, programs cannot distinguish between women who have a current diagnosis of diabetes and those who have been previously diagnosed with gestational diabetes only.
Proposal: Add response option: Gestational (pregnancy) diabetes only
Questions: Would this change be beneficial to your program? What are the data collection issues for programs?
The purpose of this response change is to assure the diabetic history accurately reflects a current status of the woman as a diabetic.
Current Status/Question :Have you ever been told by a doctor, nurse or other health professional that you had diabetes) 1 Yes; 2 No; 7 Dont know; 8 Dont want to answer; 9 - No answer recorded
New response recommended 3 - Gestational (pregnancy) diabetes only;
This clarification (Do not consider history of gestational diabetes a yes) has been communicated to the programs via e-mail but the health assessment is often filled out by the woman herself without oversight so this instruction will only work if reviewed in conjunction with a medical professional which may not occur in all situations and may add burden for women who are not sure how to answer the question who have experienced this situation.
The purpose of this response change is to assure the diabetic history accurately reflects a current status of the woman as a diabetic.
Current Status/Question :Have you ever been told by a doctor, nurse or other health professional that you had diabetes) 1 Yes; 2 No; 7 Dont know; 8 Dont want to answer; 9 - No answer recorded
New response recommended 3 - Gestational (pregnancy) diabetes only;
This clarification (Do not consider history of gestational diabetes a yes) has been communicated to the programs via e-mail but the health assessment is often filled out by the woman herself without oversight so this instruction will only work if reviewed in conjunction with a medical professional which may not occur in all situations and may add burden for women who are not sure how to answer the question who have experienced this situation.
20. Screening Information: Blood Glucose Rationale: ADA has recently recommended A1C be considered for screening diabetes. An MDE change would be needed to accommodate this option.
Add a response option under glucose measurement - A1C taken for screening purposes.
21. Screening Information: Blood Glucose Rationale: An A1C is required for screening those with a previous diagnosis of diabetes. Some programs use A1C data from another provider and do not take this reading during the visit. When A1C results are from another provider a response option is needed.
Proposal: Add a response option: Participant with diabetes had measurement taken by another medical provider.
Questions: What are the benefits and draw backs of adding these new response categories?
Current options are blood glucose reading (4 digits) or
6666 Participant has previously diagnosed diabetes (and WW will take A1C)
7777 Inadequate blood sample
8888 Client Refused
9999 No measurement taken
2 options to add:
3333 A1C taken for screening purposes
5555 Participant has previous diagnosis of diabetes (A1C measurement was taken by current medical provider)Current options are blood glucose reading (4 digits) or
6666 Participant has previously diagnosed diabetes (and WW will take A1C)
7777 Inadequate blood sample
8888 Client Refused
9999 No measurement taken
2 options to add:
3333 A1C taken for screening purposes
5555 Participant has previous diagnosis of diabetes (A1C measurement was taken by current medical provider)
22. Alert Work Up Status Rationale: Currently not possible to determine if information is available when a woman is already being treated by a medical provider.
Proposal: Breakup Workup not medically indicated - client being treated into 2 options:
Client is treated by another provider- Tx information is available
Client is treated by another provider- Tx information is NOT available
Questions: How would this change help clarify work-up status? What impacts might this have on your system?
23. Work-up Status Any change put in place would be duplicated for all three Alert Situations Blood Pressure, Cholesterol and Glucose.
24. LSI MDE Changes: Contact Type Rationale: To allow programs to report referrals for resources outside of LSI sessions. This would allow programs to report referrals to quit lines or other community resources during a screening visit.
Proposal: Add a response option: Referral Only No LSI Session
Question: How will adding this response option be helpful to the programs?
Current response options are: face to face, phone, evidence of mailed, etc..
How will programs collect info on referrals to PA and Nutrition from providers? How will expectations have to changeCurrent response options are: face to face, phone, evidence of mailed, etc..
How will programs collect info on referrals to PA and Nutrition from providers? How will expectations have to change
25. Brain and Body Break.
26. Tobacco Changes Under Consideration The following proposed changes are a result of program requests for more accurate and meaningful tobacco use and cessation information and CDCs desire to use nationally validated questions that align with other CDC programs. Were looking at and suggesting several changes to the MDEs around tobacco use and cessation services. The next several slides show these changes.
We will be working with NBBCEDP to assure that tobacco questions to align expectations for questions as much as possible over time.
We are proposing several changes that are a combination of responding to requests from programs and our wanting to be sure that accurate and meaningful assessment information is being collected about tobacco use to ensure our participants get the services they need related to this issue...or something like that. Were looking at and suggesting several changes to the MDEs around tobacco use and cessation services. The next several slides show these changes.
We will be working with NBBCEDP to assure that tobacco questions to align expectations for questions as much as possible over time.
We are proposing several changes that are a combination of responding to requests from programs and our wanting to be sure that accurate and meaningful assessment information is being collected about tobacco use to ensure our participants get the services they need related to this issue...or something like that.
27. Tobacco Use Rationale: Changes would provide greater knowledge of smoking status and intent to quit. Standardized questions would allow for comparison with NATS data.
Proposal: Replace current question with standardized questions related to:
smoking prevalence
intent to quit
second hand exposure
tobacco resource knowledge.
Replace this question and responses with meaningful questions which respond to smoking prevalence, intent to quit and quit resource knowledge, have been tested and are part of ATS (and for some BRFSS also)
Changes would provide greater knowledge of smoking status and intent to quit
Standardized questions would allow for comparison with ATS & BRFSS data
Replace this question and responses with meaningful questions which respond to smoking prevalence, intent to quit and quit resource knowledge, have been tested and are part of ATS (and for some BRFSS also)
Changes would provide greater knowledge of smoking status and intent to quit
Standardized questions would allow for comparison with ATS & BRFSS data
28. Tobacco Use: Health History1a Purpose: This question and the following question are asked together to ascertain smoking status
Proposal: Have you smoked at least 100 cigarettes in your entire life?
1 Yes
2 No
7 Dont know/not sure
8 Refused
Reliable and standard in pairsReliable and standard in pairs
29. Tobacco Use: Health History1b Purpose: This question and the previous question are asked together to ascertain smoking status
Proposal: Do you now smoke cigarettes?
1 Every day
2 Some days
3 Not at all
7 Dont know/not sure
8 Refused to answer
This is the same as the current question but is validated through having this questions as part of the pairThis is the same as the current question but is validated through having this questions as part of the pair
30. Tobacco Use: Health History 2 Purpose: Determines if health professionals are advising to quit. Such counseling is most effective means to encourage smokers to quit.
Proposal: In the past 12 months, did any doctor, dentist, nurse, or other health professional advise you to quit smoking cigarettes or using any other tobacco products?
1 Yes
2 No
7 Dont know/not sure
8 Refused
Add a history section (section 5)question which aligns to prevalence (above), but placed it in the correct section of the MDE survey with other questions related to personal history
Add this question to section 5 questions in which all questions begin (have you ever been told by a doctor, nurse or other health professional .. In the past 12 months, did any doctor, dentist, nurse, or other health professional advise you to quit smoking cigarettes or using any other tobacco products?
Add a history section (section 5)question which aligns to prevalence (above), but placed it in the correct section of the MDE survey with other questions related to personal history
Add this question to section 5 questions in which all questions begin (have you ever been told by a doctor, nurse or other health professional .. In the past 12 months, did any doctor, dentist, nurse, or other health professional advise you to quit smoking cigarettes or using any other tobacco products?
31. Tobacco Use: Intent to Quit 1a Purpose: This question and the following question are asked together to ascertain readiness to quit smoking
Proposal: Do you want to quit smoking cigarettes for good?
1 Yes
2 No
7 Dont know/not sure
8 Refused to answer
32. Tobacco Use: Intent to Quit 1b Purpose: This question and the previous question are asked together to ascertain readiness to quit smoking
Proposal: Do you have a time frame in mind for quitting?
1 Yes
2 No
7 Dont know
8 Dont want to answer
This change would determine readiness to quit.
Some quitlines require the smoker to set a quit date before enrolling them in telephone counseling.
Questions related to knowledge of cessation resources are included with the proposed changes to LSI questions.This change would determine readiness to quit.
Some quitlines require the smoker to set a quit date before enrolling them in telephone counseling.
Questions related to knowledge of cessation resources are included with the proposed changes to LSI questions.
33. Tobacco Use: Awareness 1a Purpose: These questions (NATS validated) will provide information about the extent to which support to stop tobacco use is known to WISEWOMAN patients.
Proposal: A telephone quit line is a free telephonebased service that connects people who smoke cigarettes with trained counselors who can help them quit. Are you aware of any telephone quit line services that are available to help you quit smoking?
1Yes
2 No
3 Dont know/not sure
8 Refused to answer
You may collect this may be in history or screening, but will be reported in LSI file.You may collect this may be in history or screening, but will be reported in LSI file.
34. Tobacco Use: Awareness 1b Purpose: These questions (NATS validated) will provide information about the extent to which support to stop tobacco use is known to WISEWOMAN patients.
Proposal: Are you aware of any individual or group counseling services other than quit lines, that are available to help you quit smoking?
1 Yes
2 No
7 Dont Know/not sure
8 Refused to answer
35. Tobacco Question Comments FEEDBACK
36. MDE Changes: Medication Status Rationale: Current Medication Status questions attempt to answer three things:
Obtain a history of disease as shown by medication use
Gain a valid clinical measure by knowing if the patient is using medication if prescribed
Assess access/compliance issues (Yes, but did not take today)
Questions: How is this question used? What might
be gained by changing this question?
Medication Status Section 7 (several questions have this situation 7a, 7b, 7c)
Current Status/Question: Are you currently taking medication for (High blood pressure, high cholesterol or diabetes 3 questions) Response choices include 1 Yes, as prescribed; 2- Yes, but did not take today; 3 No; 7 Dont know; 9 No answer recorded
Medication Status Section 7 (several questions have this situation 7a, 7b, 7c)
Current Status/Question: Are you currently taking medication for (High blood pressure, high cholesterol or diabetes 3 questions) Response choices include 1 Yes, as prescribed; 2- Yes, but did not take today; 3 No; 7 Dont know; 9 No answer recorded
37. Whats Next. MDE Definition Discussion
Web on-line edit tool feedback
E-mail, PO discussion and other feedback opportunities
Discussion with BCCP and other CDC programs
Transition Committee Input
38. Whats Next Updated MDE Manual review and publication
MDE fast track application submission
MDE approved changes communicated to programs
MDE manual updates with cross-walk provided
39. Whats Next . MDE changes for data collection implemented beginning 7/1/2011
Data Quality Performance measures implemented beginning 7/1/2011
40. We appreciate your input!!!Thank you