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PCA automatically generates DHIS2 analytics to support the work of H2 users at the field level (quality supervisors) as well as at the central level (headquarters overview). This is achieved by automatically generating a series of DHIS2 Program Indicators that are used to create various visualizations as detailed below

In-App Analytics (android only)

When using H2 in an android device with DHIS2 or PSI’s android fork, for versions 2.6 or greater, you can include in the setup DHIS2 visualizations that use the local information of the device to display data.

PRE-REQUISITE: the server that you connect to has the DHIS2 Android config app installed and initiated.

...

When the analytics setup in the Android Settings app (DHIS2) is done, the local analytics page will be displayed aside the assessment page , (See Image 1) at the bottom of the app. Here, it is possible to find the different program lists at the top and then their respective visualizations, normally there are 3 of them: one pie chart and two tables.

In-App Chart 1

The first visualization is a pie chart showing the accumulated absolute and percentage value for the competency classes presented in the program selected (See Image 1). The chart could be displayed also as table if necessary and has filters options for periods and organization units.

Name

ProgramShortName + “ - Competency Classes (last 6 months)”

Type

Visualization - Pie chart

Data Dimension Items

Program Indicators:

  • Country + ProgramShortName + “C”

  • Country + ProgramShortName + “NC”

  • Country + ProgramShortName + “CNI”

Period

Relative, last 6 months

Legend

N/A

Organisation Units

User’s Organization Units

...

In-App Chart 2

The second visualization is a table showing the absolute value (counting) for the competency classes presented in the program selected (See Image 2). The table combines at row level the competency classes and at column level the last 6 months. The chart could be displayed also as bar chart, line chart, and bullet chart if necessary and has filters options for periods and organization units.

Name

ProgramShortName + “ - Competency Classes (last 6 months)”

Type

Visualization - Table

Data Dimension Items

Program Indicators:

  • Country + ProgramShortName + “C”

  • Country + ProgramShortName + “NC”

  • Country + ProgramShortName + “CNI”

Period

Relative, last 6 months

Legend

N/A

Organisation Units

User’s Organization Units

...

In-App Chart 3

The last visualization is a similar table to the last one and shows the absolute value (counting) for the competency classes presented in the program selected (See Image 3). The table combines at row level the organizaztion units and at column level the competency classes. The chart could be displayed also as bar chart, line chart, and bullet chart if necessary and has filters options for periods and organization units.

Name

ProgramShortName + “ - Competency Classes (last 6 months by OrgUnits)”

Type

Visualization - Table

Data Dimension Items

Program Indicators:

  • Country + ProgramShortName + “C”

  • Country + ProgramShortName + “NC”

  • Country + ProgramShortName + “CNI”

Period

Relative, last 6 months

Legend

N/A

Organisation Units

User’s Organization Units

...

DHIS2 Global Analytics

PCA automates the creation of the dashboard for H2 programs. It contains 6 elements consisting of: 4 Visualizations, 1 Map and 1 Event Report (See Image 4). The Dashboard will be named according to the assigned program name, as well as assigned the same sharing permissions.

Program Settings for Analytics

We use the following program variable to configure its analytics:

...

User organization unit: if selected, it will allow the creation of Column, Stacked Column and Pivot Table type visualizations.

  1. Root Organizational Unit: Select an OU, for Pivot Table, Map and Event Report Line List type visualization.

  2. Organizational Unit Level: Select the OU level in which the information displayed in the Pivot Table and Line List type event report display will be segmented.

  3. Map Organizational Unit Level: You must select the OU level in which the information shown in the map will be segmented.

 

...

  1. User organization unit: if selected, it will allow the creation of Column, Stacked Column and Pivot Table type visualizations.

...

Object 1 – Pivot Table

This pivot table type visualization will show you the average score per district over the last 12 months (See Image 5). We use the following variables to set up this visualization:

Name

Program Name  - Average Score by District from last 12 months

Type

Visualization - Pivot Table

Data Dimension Items

Global Score – Program Indicator

Relative period

Last 12 months

Legend

Red - Yellow - Green (<80%, 80-89%, >89%)

Organisation Units

As per Program Settings:

Option 1: Use User’s Org Units

Option 2: Set Org Unit Root and Level as per Program definition

...

Object 2 – Stacked Column

This Stacked Column type visualization will show you the competency class over a range of the last 4 quarters. (See Image 6). We use the following variables to configure this visualization:

Name

Program Name  - Number and Percentage of Assessment by Competency Class (last 4 quarters)

Type

Visualization - Stacked Column

Data Dimension Items

Competency  C – Program Indicator

Competency CNI – Program Indicator

Competency NC – Program Indicator

Relative period

Last 4 quarters

Legend

Not aplicable

Organisation Units

As per Program Settings:

Option 1: Use User’s Org Units

Option 2: Set Org Unit Root and Level as per Program definition

...

Object 3 – Column

This Column type visualization will show you the overall score over a range of the last 12 months (See Image 7). We use the following variables to configure this visualization:

Name

Program Name  - Average Global Score by checklist from last 12 months

Type

Visualization - Column

Data Dimension Items

Global Score – Program Indicator

Relative period

Last 12 months

Legend

Not aplicable

Organisation Units

As per Program Settings:

Option 1: Use User’s Org Units

Option 2: Set Org Unit Root and Level as per Program definition

...

Object 4 – Pivot Table

This Pivot Table visualization will show you the number of evaluations in a range of the last 12 months (See Image 7). We use the following variables to configure this visualization:

Name

Program Name  - Number of Assessment by checklist (last 12 months)

Type

Visualization - Pivot Table

Data Dimension Items

Number of Assessment – Program Indicator

Relative period

Last 12 months

Legend

Not aplicable

Organisation Units

As per Program Settings:

Option 1: Use User’s Org Units

Option 2: Set Org Unit Root and Level as per Program definition

...

Object 5 – Map

This map with basemap osmLight, will show you the overall score over a range of the last 12 months. We use the following varialbes variables to configure this visualization:

Name

Program Name   - Global Score Map

Type

Event Report

Map

Data Dimension Items

Global Score – Program Indicator

Relative period

Last 12 months

Legend

Red - Yellow - Green (<80%, 80-89%, >89%)

Organisation Units

As per Program Settings:

Option 1: Use User’s Org Units

Option 2: Set Org Unit Root and Level as per Program definition

...

Object 6 – Event Report

This event report with table style line list, will show you the overall score over a range of the last 12 months. We use the following varialbes to configure this visualization:

Name

Program Name   - Global Score

Type

Map

Event Report

Data Dimension Items

Global Score – Program Indicator

Relative period

Last 12 months

Legend

Not aplicable

Organisation Units

As per Program Settings:

Option 1: Use User’s Org Units

Option 2: Set Org Unit Root and Level as per Program definition

...

Shared Indicators

As part of the PCA automatic metadata generation, the following Program indicators are created and kep up to date:

Program Indicator name

In-App Analytics

Global Analytics

Formula

Condition

Competency - C

x

x

Get Enrollment Count

Attribute HNQIS - Competency Class == "competent"

Competency - CNI

x

 x

Get Enrollment Count

Attribute HNQIS - Competency Class == "improvement"

Competency - NC

x

 x

Get Enrollment Count

Attribute HNQIS - Competency Class == "notcompetent"

Global Score

 

x

Get HNQIS - Global Score Attribute

HNQIS - Global Score has Value

Number of Assessment

 

x

Get Enrollment Count

-