Radiology Transformation Leadership Dashboard

A 24-month, multi-workstream operational and quality improvement initiative. This interactive dashboard turns the abstract into a leadership cockpit: composite stakeholder indices, key operational outcomes, workstream execution, and a scenario lab tied to the stated 40 percent improvement aim.
500+ sites
24 months
Aim: 40% composite improvement

Leadership Snapshot

KPI cells are editable via the Data tab. The dashboard recalculates composite improvement and flags progress against the 40 percent aim.
On Track based on composite progress

Progress to Aim

Composite improvement across stakeholder indices and operations, normalized for higher-better and lower-better metrics.
Composite: 0%
Target: 40%
Gap: 0%

Stakeholder Indices, 24-month trajectory

Staff engagement, patient experience, and referrer satisfaction are modeled as indices from baseline to month 24.
Staff engagement
Patient experience
Referrer satisfaction

Operational Outcomes

Turnaround time reliability, MRI access delays, and staff turnover are shown with directionality and improvement.
Report TAT on-time
MRI access days
Staff turnover

Leadership Signals

A compact panel for the qualitative themes reported in the abstract. Use it as a governance cue for rounding, listening sessions, and manager coaching.

Culture and engagement

Staff engagement improved from 58 to 81, aligned with perceived culture gains. Treat the index as a leading indicator for retention risk and capacity stability.

Trust in leadership

Trust strengthens when leaders close the loop. Use workstream status and barrier logs to show decisions, tradeoffs, and accountability in plain language.

Clarity of communication

Communication clarity improves when you standardize handoffs, reporting templates, and escalation paths. The workstream table includes a place for the next action and owner.

Monthly Pulse

Move the month slider to review trajectory and coach leaders on the story behind the numbers.
Selected: 24
Composite at month: 0%

Coaching prompt

At month 24, composite improvement is on track. Ask leaders what they stopped doing to create capacity for the workstreams, then check whether the new routines are stable.

Seven Workstreams, Execution Tracker

The abstract lists seven workstreams. This table adds owner, cadence, status, and next action. You can click into any cell and edit it.
Workstream Owner Cadence Status Key actions Next action Due date
Tip: use Tab to move across cells. Status accepts: On Track, Watch, At Risk.

Scenario Lab, Aim Planning

Translate the 40 percent aim into a monthly run rate. This helps leaders connect strategy, workstream effort, and expected outcomes.

Required run rate

Set a scenario to calculate the required monthly improvement rate.

The dashed line is the scenario plan. The solid line is the current modeled composite based on your inputs.

Leadership Levers

A short list of levers to pressure test when the plan looks aggressive.

Reduce process variation

Standardize intake, escalation, and reporting templates. Variation hides delay until it becomes a service failure.

Protect capacity for improvement

Make workstream time explicit. If leaders do not protect time, the system will quietly spend it on rework and fires.

Close the loop with frontline

Use rounding and rapid feedback cycles. When staff can see the response to their input, engagement becomes durable.

Inputs, Baseline and Month 24

Edit baseline and current values. The dashboard rebuilds the 24-month curves using a smoothed trajectory.

Import and Export

Use JSON to persist dashboard state. CSV export produces the modeled monthly dataset.
If you later want to bind this to real operational feeds, you can replace the modeled monthly curves with actual month-by-month data and keep the same UI.

Methods and Definitions

A plain-language methods panel, useful for leadership and governance audiences.

Design

Quasi-experimental, pre-post, mixed methods across modalities and service lines. Monthly operational metrics, quarterly staff engagement surveys, ongoing patient experience measures, and referrer satisfaction surveys support multi-angle interpretation.

Composite improvement

Each metric converts to an improvement percent using the correct directionality. Higher-better metrics use (current minus baseline) divided by baseline. Lower-better metrics use (baseline minus current) divided by baseline.

Leadership use case

Use the dashboard for weekly steering, monthly operational reviews, and quarterly board reporting. Pair the workstream table with a barrier log and explicit decisions.

Metric glossary

Staff engagement index: a normalized engagement score (example: UWE and Mini-Z adapted items). Patient experience index: a composite of patient experience measures aligned to common survey domains. Referrer satisfaction index: a 1 to 5 Likert-based composite reflecting turnaround time, report clarity, and communication. Report TAT on-time: percent of studies meeting turnaround time targets. MRI access days: days to next available appointment. Staff turnover: percent of staff exiting in a defined period.

Radiology operational analysis · Multi-state system

Radiology transformation
leadership dashboard

A 24-month, multi-workstream operational and quality improvement initiative. Composite stakeholder indices, operational outcomes, workstream execution, and a scenario lab tied to the 40 percent composite improvement aim.

500+
Sites
24
Months
40%
Composite aim

Leadership snapshot

Edit baseline or current values on the Stakeholders and Operations tabs. The dashboard recalculates composite improvement and flags progress against the 40 percent aim.

Progress to aim

Composite improvement

On track
0%Composite
40%Aim
40 ptsGap
Monthly pulse

Trajectory to month 24

Composite at month0%

Move the slider to review trajectory and coach leaders on the story behind the numbers.

Leadership signals

Culture · Trust · Clarity

  • Culture & engagement Treat the staff engagement index as a leading indicator for retention risk and capacity stability.
  • Trust in leadership Trust strengthens when leaders close the loop. Use workstream status and barrier logs to show decisions in plain language.
  • Clarity of communication Standardize handoffs, reporting templates, and escalation paths. Every workstream has an explicit next action.

Stakeholder indices

Staff engagement, patient experience, and referrer satisfaction — edit baseline and current to recalculate composite.

Operational outcomes

Directionality is handled automatically. Higher-better uses (current − baseline)/baseline; lower-better inverts.

Seven workstreams, execution tracker

Click any cell to edit. Status accepts On track, Watch, or At risk.

# Workstream Owner Cadence Status Next action Due

Scenario lab

Translate the composite aim into a monthly run rate. Compare the required plan to the current modeled trajectory.

Inputs
40%
3 moderate
Required monthly run rate 0.0%
Confidence-adjusted projection 0%
Trajectory

Plan vs. modeled composite

Solid teal = current modeled composite. Dashed gold = scenario plan.

Three leadership levers

Pressure-test the plan when it looks aggressive.

01

Reduce process variation

Standardize intake, escalation, and reporting templates. Variation hides delay until it becomes a service failure.

02

Protect capacity for improvement

Make workstream time explicit. If leaders do not protect time, the system will quietly spend it on rework and fires.

03

Close the loop with frontline

Use rounding and rapid feedback cycles. When staff can see the response to their input, engagement becomes durable.

Methods and definitions

Plain-language methods panel for leadership and governance audiences.

Design

Quasi-experimental, pre-post, mixed methods

Monthly operational metrics, quarterly staff engagement surveys, ongoing patient experience measures, and referrer satisfaction surveys support multi-angle interpretation across modalities and service lines.

Composite improvement

Directional normalization

Each metric converts to an improvement percent using the correct directionality. Higher-better metrics use (current − baseline) / baseline. Lower-better metrics use (baseline − current) / baseline. The composite is the equal-weight mean across metrics.

Metric glossary
Staff engagement index
Normalized engagement score (e.g., UWE and Mini-Z adapted items), higher is better.
Patient experience index
Composite of patient experience measures aligned to common survey domains, higher is better.
Referrer satisfaction index
1-to-5 Likert composite reflecting turnaround time, report clarity, and communication, higher is better.
Report TAT on-time
Percent of studies meeting turnaround time targets, higher is better.
MRI access days
Days to next available appointment, lower is better.
Staff turnover
Percent of staff exiting in a defined period, lower is better.
Research and design by Kelly Emrick, DHSc, PhD, MBA kellyemrick.org