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Merge pull request #103 from Display-Lab/mackgalante-patch-1
Update vignette readmes for consistency
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# Attending Template Data
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Data for: Alice Fahad
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## Six month block
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Six month section of data, formatted for markdown use (vignette performance data sections)
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|Month|Performance Level|Top 10% Benchmark|Peer Average|
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|-----|-----------------|-----------------|------------|
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|Jul | 90%| 94| 90|
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|Aug | 90%| 94| 90|
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|Sept | 90%| 94| 90|
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|Oct | 90%| 94| 90|
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|Nov | **XX%**| 94| 90|
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|Dec | **XX%**| 94| 90|
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## Twelve month block
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Data formatted for JSON file entry
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- note: confirm twelve months of data sufficient for pipeline operations
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- note: data needs to be cleaned, WIP
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***To prepare template for JSON entry:***
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1 - `shft`+`ctrl`+`f` find/replace `staffID` with the ID # for the persona you are editing
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2 - `shft`+`ctrl`+`f` find/replace `MSR1` with appropriate measure name (eg `SUS04`)
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3 - Edit critical months (December, November) with appropriate data for message acceptance criteria
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"Performance_data":[
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["staff_number","measure","month","passed_count","flagged_count","denominator","peer_average_comparator","peer_90th_percentile_benchmark","peer_75th_percentile_benchmark", "MPOG_goal"],
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[staffID,"MSR1","2023-01-01",NumNumb,DenNumb,100,p_avg,ninety,sevenfive,Pogger],
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[staffID,"MSR1","2023-02-01",NumNumb,DenNumb,100,p_avg,ninety,sevenfive,Pogger],
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[staffID,"MSR1","2023-03-01",NumNumb,DenNumb,100,p_avg,ninety,sevenfive,Pogger],
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[staffID,"MSR1","2023-04-01",NumNumb,DenNumb,100,p_avg,ninety,sevenfive,Pogger],
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[staffID,"MSR1","2023-05-01",NumNumb,DenNumb,100,p_avg,ninety,sevenfive,Pogger],
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[staffID,"MSR1","2023-06-01",NumNumb,DenNumb,100,p_avg,ninety,sevenfive,Pogger],
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[staffID,"MSR1","2023-07-01",NumNumb,DenNumb,100,p_avg,ninety,sevenfive,Pogger],
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[staffID,"MSR1","2023-08-01",NumNumb,DenNumb,100,p_avg,ninety,sevenfive,Pogger],
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[staffID,"MSR1","2023-09-01",NumNumb,DenNumb,100,p_avg,ninety,sevenfive,Pogger],
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[staffID,"MSR1","2023-10-01",NumNumb,DenNumb,100,p_avg,ninety,sevenfive,Pogger],
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[staffID,"MSR1","2023-11-01",CritNum,CritDen,100,p_avg,ninety,sevenfive,Pogger],
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[staffID,"MSR1","2023-12-01",CritNum,CritDen,100,p_avg,ninety,sevenfive,Pogger],
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],
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# Resident Template Data
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Data for: Chikondi Eugene Gaile
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## Six month block
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## Twelve month block
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# CRNA Template Data
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Data for: Bob Deepa
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## Six month block
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## Twelve month block

vignettes/social_better_vignette/readme.md

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@@ -104,7 +104,7 @@ The expected outcome of the successful influence of an email that uses the socia
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## Message templates
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Message templates represent a possible motivational message that a precision feedback system can send. There is one message template that the precision feedback system can currently access for this vignette:
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The **[Top Performer <sub>(GH)</sub>](https://github.com/Display-Lab/knowledge-base/blob/main/message_templates/top_performer.json)** message:
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The `Top Performer`[ <sub>(GH)</sub>](https://github.com/Display-Lab/knowledge-base/blob/main/message_templates/top_performer.json) message:
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> You are a top performer this month for the measure [Measure name]. Your performance was [recipient performance level - percentage], above the [comparator name].
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This message template `is about` [<sub>(OntoBee)</sub>](https://ontobee.org/ontology/IAO?iri=http://purl.obolibrary.org/obo/IAO_0000136) the following data features:

vignettes/social_gain_vignette/readme.md

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|Mar | 97%| 95| 86|
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## Preference data
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Chikondi's preference data (note that she has *not* completed the individual preference survey):
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Chikondi's preference data:
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|Motivating information |Utility value|Description |
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|-----------------------|-------------|--------------------------------------------------------------------------------|
@@ -75,32 +75,31 @@ This pathway describes the influence of feedback interventions informing the rec
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### Preconditions
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Preconditions for social gain are factors necessary for the success of the precision feedback intervention using this pathway. The social gain pathway has the following preconditions:
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Information content preconditions:
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1. [Positive performance gap content](http://purl.obolibrary.org/obo/PSDO_0000104) - prefixIRI PSDO:0000104
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2. [Social comparator content](http://purl.obolibrary.org/obo/psdo_0000095) - prefixIRI PSDO:0000095
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3. [Positive trend content](http://purl.obolibrary.org/obo/PSDO_0000099) - prefixIRI PSDO:0000099
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4. [Achievement content](http://purl.obolibrary.org/obo/PSDO_0000112) - prefixIRI PSDO:0000112
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1. [Social comparator content <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000095)
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2. [Positive performance gap content <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000104)
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3. [Positive performance trend content <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000099)
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4. [Achievement content <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000112)
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Message preconditions:
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1. [Positive performance gap set](http://purl.obolibrary.org/obo/PSDO_0000117) - prefixIRI PSDO:0000117
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2. [Social comparator set](http://purl.obolibrary.org/obo/PSDO_0000045) - prefixIRI PSDO:0000045
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3. [Positive performance trend set](http://purl.obolibrary.org/obo/PSDO_0000120) - prefixIRI PSDO:0000120
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4. [Achievement set](http://purl.obolibrary.org/obo/PSDO_0000121) - prefixIRI PSDO:0000121
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1. [Social comparator element <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000045)
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2. [Positive performance gap set <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000117)
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3. [Positive performance trend set <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000120)
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4. [Achievement set <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000121)
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### Moderators
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Moderators are factors that inhibit or promote the influence of the feedback intervention on the recipient. The social gain causal pathway has the following moderators:
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1. **Habituation** - How many times has the recipient previously received this message in the last year?
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2. **Regulatory fit** - To what extent is the message aligned to the behavior/task's characteristics, context, and recipient personality (motivated by bad outcome prevention vs. good outcome promotion).
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3. **Gap size** - How large is the gap between the recipient's performance level and that of the social comparator?
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4. **Slope of trend** - Derivative of the performance measure in the time domain
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5. **Time since last loss**
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1. `Habituation` - How many times has the recipient previously received this message in the last year?
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2. `Regulatory fit` - To what extent is the message aligned to the behavior/task's characteristics, context, and recipient personality (motivated by bad outcome prevention vs. good outcome promotion).
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3. `Gap size` - How large is the gap between the recipient's performance level and that of the social comparator?
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4. `Slope of trend` - Derivative of the performance measure in the time domain
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5. `Time since last loss`
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### Mechanisms
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Mechanisms are factors that the intervention operates through to influence the feedback recipient. The social gain pathway has the following mechanisms:
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1. **Awareness (knowledge)** - The message may change the recipient's awareness of their newfound or increased high performance relative to their peers.
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2. **Subjective norms** - The message may influence the recipient by creating or reinforcing their perception of their newfound top-performer status within their peer group.
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3. **Motivation** - The message may motivate the recipient to work to maintain their new status as a top performer.
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1. `Awareness (knowledge)` - The message may change the recipient's awareness of their newfound or increased high performance relative to their peers.
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2. `Subjective norms` - The message may influence the recipient by creating or reinforcing their perception of their newfound top-performer status within their peer group.
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3. `Motivation` - The message may motivate the recipient to work to maintain their new status as a top performer.
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### Outcomes
@@ -109,35 +108,35 @@ A successful precision feedback intervention leveraging the social gain pathway
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## Message templates
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Message templates represent possible motivational messages that a precision feedback system can send. There are three message templates that the precision feedback system can access for this vignette:
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**[Top 10% Peer Benchmark](https://i.imgur.com/I1EeK7L.jpeg)** <sub>Todo - JSON template in Github, link here</sub> message:
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The `Achieved top 10% peer benchmark` [<sub>(GH)</sub>](https://github.com/Display-Lab/knowledge-base/blob/main/message_templates/achieved_top_10_peer_benchmark.json) message reads:
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> You reached the top 10% peer benchmark this month for the measure [Measure name].
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This message template [[is about]](http://purl.obolibrary.org/obo/IAO_0000136) the following data features:
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1. [Positive performance gap set](http://purl.obolibrary.org/obo/PSDO_0000117)
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2. [Social comparator element](http://purl.obolibrary.org/obo/PSDO_0000045)
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3. [Positive performance trend set](http://purl.obolibrary.org/obo/PSDO_0000120)
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4. [Achievement set](http://purl.obolibrary.org/obo/PSDO_0000121)
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5. [Peer 90th percentile benchmark](http://purl.obolibrary.org/obo/PSDO_0000129)
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This message template `is about` [<sub>(OntoBee)</sub>](https://ontobee.org/ontology/IAO?iri=http://purl.obolibrary.org/obo/IAO_0000136) the following data features:
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1. [Social comparator element <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000045)
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2. [Positive performance gap set <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000117)
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3. [Positive performance trend set <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000120)
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4. [Achievement set <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000121)
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5. [Peer 90th percentile benchmark <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000129)
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**[Top 25% Peer Benchmark](https://i.imgur.com/I1EeK7L.jpeg)** <sub>Todo - JSON template in Github, link here</sub> message:
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The `Achieved top 25% peer benchmark` [<sub>(GH)</sub>](https://github.com/Display-Lab/knowledge-base/blob/main/message_templates/achieved_top_25_peer_benchmark.json) message reads:
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> You reached the top 25% peer benchmark this month for the measure [Measure name].
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This message template [[is about]](http://purl.obolibrary.org/obo/IAO_0000136) the following data features:
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1. [Positive performance gap set](http://purl.obolibrary.org/obo/PSDO_0000117)
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2. [Social comparator element](http://purl.obolibrary.org/obo/PSDO_0000045)
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3. [Positive performance trend set](http://purl.obolibrary.org/obo/PSDO_0000120)
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4. [Achievement set](http://purl.obolibrary.org/obo/PSDO_0000121)
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5. [Peer 75th percentile benchmark](http://purl.obolibrary.org/obo/PSDO_0000128)
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This message template `is about` [<sub>(OntoBee)</sub>](https://ontobee.org/ontology/IAO?iri=http://purl.obolibrary.org/obo/IAO_0000136) the following data features:
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1. [Social comparator element <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000045)
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2. [Positive performance gap set <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000117)
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3. [Positive performance trend set <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000120)
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4. [Achievement set <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000121)
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5. [Peer 75th percentile benchmark <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000128)
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**[Achieve Peer Average](https://i.imgur.com/I1EeK7L.jpeg)** <sub>Todo - JSON template in Github, link here</sub> message:
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The `Achieved peer average` [<sub>(GH)</sub>](https://github.com/Display-Lab/knowledge-base/blob/main/message_templates/achieved_peer_average.json) message reads:
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> Your performance is above the peer average this month for the measure [Measure name].
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This message template [[is about]](http://purl.obolibrary.org/obo/IAO_0000136) the following data features:
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1. [Positive performance gap set](http://purl.obolibrary.org/obo/PSDO_0000117)
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2. [Social comparator element](http://purl.obolibrary.org/obo/PSDO_0000045)
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3. [Positive performance trend set](http://purl.obolibrary.org/obo/PSDO_0000120)
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4. [Achievement set](http://purl.obolibrary.org/obo/PSDO_0000121)
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5. [Peer average comparator](http://purl.obolibrary.org/obo/PSDO_0000126)
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This message template `is about` [<sub>(OntoBee)</sub>](https://ontobee.org/ontology/IAO?iri=http://purl.obolibrary.org/obo/IAO_0000136) the following data features:
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1. [Social comparator element <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000045)
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2. [Positive performance gap set <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000117)
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3. [Positive performance trend set <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000120)
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4. [Achievement set <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000121)
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5. [Peer average comparator <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000126)
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## Software Pipeline (Precision Feedback Pipeline)
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**TODO**

vignettes/social_worse_vignette/readme.md

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### Moderators
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Moderators are factors that inhibit or promote the influence of the feedback intervention on the recipient. The social gain causal pathway has the following moderators:
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1. **Habituation** - How many times has the recipient previously received this message in the last year?
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2. **Regulatory fit** - How aligned is the message with characteristics of the behavior/task, context, and recipient personality (motivated by prevention vs. promotion mindset with regard to future outcomes)?
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3. **Gap size** - How large is the gap between the recipient's performance level and that of the social comparator?
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1. `Habituation` - How many times has the recipient previously received this message in the last year?
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2. `Regulatory fit` - How aligned is the message with characteristics of the behavior/task, context, and recipient personality (motivated by prevention vs. promotion mindset with regard to future outcomes)?
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3. `Gap size` - How large is the gap between the recipient's performance level and that of the social comparator?
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### Mechanisms
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Mechanisms are factors that the intervention operates through to influence the feedback recipient. The social gain pathway has the following mechanisms:
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1. **Awareness (knowledge)** - The message may change the provider's awareness of their own lagging performance relative to their peers.
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2. **Subjective Norms** - Messages may influence the recipient's perception of their own performance status (below average, in this case) within their peer group.
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3. **Motivation** - The message may motivate the provider to work to lose their status as a non-top-performer among their peers.
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1. `Awareness (knowledge)` - The message may change the provider's awareness of their own lagging performance relative to their peers.
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2. `Subjective Norms` - Messages may influence the recipient's perception of their own performance status (below average, in this case) within their peer group.
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3. `Motivation` - The message may motivate the provider to work to lose their status as a non-top-performer among their peers.
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### Outcomes
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The expected outcome of a successful social worse pathway intervention is clinical performance improvement.
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Message templates represent a possible motivational message that a precision feedback system can send. There is one message template that the precision feedback system can currently access for this vignette:
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The **[not top performer <sub>(GH)</sub>](https://github.com/Display-Lab/knowledge-base/blob/main/message_templates/not_top_performer.json) message** reads:
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The `Not Top Performer` [<sub>(GH)</sub>](https://github.com/Display-Lab/knowledge-base/blob/main/message_templates/not_top_performer.json) message reads:
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> You are not a top performer this month for the measure [Measure name]. Your performance was [recipient performance level - percentage], below the [comparator name].
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This message template [[is about] <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/IAO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FIAO_0000136) the following data features:
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This message template `is about` [<sub>(OntoBee)</sub>](https://ontobee.org/ontology/IAO?iri=http://purl.obolibrary.org/obo/IAO_0000136) the following data features:
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1. [Social comparator element <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000045)
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2. [Negative performance gap set <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000116)
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3. [Peer 90th percentile benchmark <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000129)

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