A Web-Based Tool for Quality and Utilization Reporting
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MONAHRQ
A Web-Based Tool for Quality and Utilization Reporting
Visit our Web site at: www.monahrq.ahrq.gov
For technical assistance and to get on the MONAHRQ mailing list,email: monahrq@ahrq.gov
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MONAHRQ — My Own Network, powered by AHRQ
Transforming your health care data into information about health, costs, and quality of care.
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Rationale
- Why should it be so expensive to generate and put out basic information?
- Why should information be so hard to get?
- Why does every organization have to reinvent the wheel?
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From Data to Information to Action
- Hospital discharge data are already being collected
- Hospital discharge data can generate valuable health care information
- Utilization and costs of care in hospital
- Rates of procedures in particular areas
- Rates of diseases in particular areas
- Preventable hospital stays that indicate breakdowns in care
- Quality of care in hospitals
- Information can be used to make decisions
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Key features of MONAHRQ...
- Currently based on hospital discharge data
- Host user downloads MONAHRQ software from AHRQ website
- Host user applies software to own data locally
- Host user creates local website on their own server
- Host user makes website available
Results:
- Internally to better understand own data and to answer questions
- To member organizations, e.g., through a password protected site
- Publicly to provide information to the community
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The End User Website - Demo
Select the information you want:
- Quality Indicators
- Avoidable Hospitalizations
- Rates
- Utilization
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Two quality paths to choose from
Slide explanation box: One path for the lay public and one path for analysts and the health care profession.
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Select a health topic
Slide explanation box: AHRQ Quality Indicators grouped into health topics that have been consumer-tested for salience and understandability.
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Select specific Quality Indicators
Slide explanation box: Specific AHRQ Quality Indicators under a health topic — select all or choose indicators of interest.
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Select hospitals
Slide explanation box: Select hospitals from the entire dataset or from specific regions. Default in MONAHRQ is to list hospitals by name, but names can be masked.
- Choose a region or select from all hospitals (with range of regions to choose)
- Select up to four individual hospitals (with range of hospitals to choose)
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Consumer path on Quality Indicators*
Slide explanation box: Arrays information on up to four hospitals for the indicators selected. Click on any indicator and get detailed information in graphic form.
*Synthetic data
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Details in graphic form*
Slide explanation box: Get details for each hospital in rank order, compared to the state average.
* Synthetic data
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Detailed path on Quality Indicators
Slide explanation box: The detailed path provides more information for each indicator.
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Overall results for the state*
Slide explanation box: Information on specific indicators for the entire dataset:
- numerators
- denominators
- observed, expected and risk-adjusted rates
- confidence intervals
Click on indicator for hospital-specific information
* Synthetic data
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Results by individual hospital*
Slide explanation box: Information by hospital on:
- numerators
- denominators
- observed, expected and risk-adjusted rates
- confidence intervals
Institution names can be masked or unmasked.
* Synthetic data
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Click to see data graphically*
Slide explanation box: Risk-adjusted rate by hospital compared to state average
* Synthetic data
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Utilization path
Slide explanation box: Utilization statistics (similar to information from HCUPnet)
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Utilization across all conditions, entire state*
Slide explanation box: All conditions for the entire database, listed by number of discharges
Click on any column header to re-sort by:
- charges/costs
- LOS
- percent died or
- condition/procedure
* Synthetic data
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Utilization on individual conditions...
Slide explanation box: Can also search for utilization information on individual conditions
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... for individual hospitals
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Detailed utilization for all hospitals*
Slide explanation box: Information on:
- numbers of discharges,
- charges,
- costs,
- length of stay,
- percent died
for all hospitals individually.
National, regional, and state benchmarks included.
* Synthetic data
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More details for individual hospitals*
Slide explanation box: The same information is available for individual hospitals, by
- age
- group
- gender
- payer
- race
* Synthetic data
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Potentially Avoidable Hospitalizations
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Ambulatory care sensitive conditions
Slide explanation box: Potentially Avoidable Hospitalizations— AHRQ's Prevention Quality Indicators (PQIs — ambulatory care sensitive conditions) and
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Other area-level indicators
Slide explanation box: Area-level patient safety and procedure rates
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Map of rates by county*
Slide explanation box: Rates for avoidable admissions by county — Highest rates in dark blue, lowest rates in light blue
Click on Summary Table for more details
* Synthetic data
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Potential cost savings -- reducing preventable admissions*
Slide explanation box: Details on avoidable admissions by county, including cost savings.
Can download to Excel.
* Synthetic data
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Rates of Conditions and Procedures Path
Slide explanation box: Rates of health conditions and procedures — Use county populations as the denominator in prevalence rates
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Groupings of diagnoses and procedures
Slide explanation box: Can get information on prevalence of conditions or procedures by DRG, MDC, or CCS
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Search function
Slide explanation box: Search by keyword
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Tabular results by county*
Slide explanation box: For all counties in the state: numbers of discharges and rate per 100,000 population.
Sort by column headers.
Click on Map to view graphic display.
* Synthetic data
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Map of rates by county*
Slide explanation box: Rates for specific conditions and procedures by county — Highest rates in dark blue, lowest rates in light blue
* Synthetic data
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How do you get there?
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Import Data Wizard
Slide explanation box: The Import Data Wizard takes you through a step-by-step process of:
- importing your data,
- mapping it to the format required by MONAHRQ,
- analyzing the data, and
- defining your hospitals and regions.
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Select your data file
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Map data elements
Slide explanation box: You map your data to the format required by MONAHRQ by clicking and dragging data elements.
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Map input values
Slide explanation box: You then define your data elements to values understood by MONAHRQ (based on UB04 standard).
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Load your data
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Run analysis
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Hospital load*
Slide explanation box: You can mask hospital names and assign Cost to Charge Ratios if you have CMS provider ID.
* Synthetic data
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Build your website
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MONAHRQ Website Wizard
Slide explanation box: The Website Wizard takes you through a step by step process of processing your data and building your website.
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Cell suppression and other parameters
Slide explanation box: Set thresholds for cell suppression (to protect confidentiality) and other parameters.
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Select which measures to include in website
Slide explanation box: Can specify which QIs to include.
Measures endorsed by the National Quality Forum are identified.
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Customize your website
Slide explanation box: Specify your website:
- where it should be stored
- which pages you want to include
- specifics about the style
- insert your logo
- what the website calls your data
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Questions?


5600 Fishers Lane Rockville, MD 20857