Analytics Dashboard

Real-time insights and trends for Diablo Valley College

📊 Last 7 Days Analytics and wellness trends

Key Insights

Last 7 days
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Stress Levels Rising
Stress levels have increased by 15% in the library study areas over the past week. Consider additional support resources.
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High Engagement in Cafeteria
The cafeteria location shows 95% response rate with positive wellness scores. This location model could be replicated.
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Academic Support Most Requested
42% of responses indicate need for academic support. Peak requests occur during midterm and final exam periods.
1,247
Total Responses
+12% this week
3.2
Avg Wellness Score
+0.3 from last week
23
Active Locations
+2 new locations
156
Today's Responses
+23 from yesterday

Wellness Trends (Last 30 Days)

Daily average wellness scores over the past month

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Location Performance

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Fetching location analytics data
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Responses
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Avg Wellness

Export Data

Download analytics data for further analysis

Automatically email analytics reports to specified recipients on a regular schedule (daily, weekly, or monthly). Reports include key metrics, trends, and insights for ongoing monitoring.

Understanding Wellness Scores

Wellness Score Scale (1-5)

5 Excellent Outstanding wellness, minimal support needed
4 Good Healthy wellness, occasional support beneficial
3 Moderate Average wellness, regular support recommended
2 Needs Attention Below average, immediate support needed
1 Critical Poor wellness, urgent intervention required

Score Context

  • Higher scores (4-5) indicate better overall wellness and fewer support needs
  • Lower scores (1-2) suggest areas where students need more support and resources
  • Scores are calculated from survey responses across multiple wellness dimensions
  • Trends over time help identify improving or declining wellness patterns
  • Location-specific scores help target resources to areas with greatest need

Research Methodology & Validation

Our 1-5 wellness scale is grounded in established psychological research and validated assessment instruments:

  • Pitt Wellness Scale - A validated 5-point Likert scale developed specifically for university environments, measuring seven wellness domains with Cronbach's alpha reliability ranging from 0.714 to 0.892 (PMC7221649)
  • WHO-5 Well-Being Index - A widely-used 5-point scale assessing psychological well-being, validated across diverse populations and demonstrating strong psychometric properties (Karger 2015)
  • Ryff's Psychological Well-Being Scales - Established 5-point Likert scales measuring six dimensions of wellness, with extensive validation in academic settings (PMC6292717)
  • Five Factor Wellness Inventory (5F-Wel) - A validated 4-point scale adapted to 5-point range, demonstrating robust psychometric properties across diverse populations (PMC4110524)

Scale Advantages: The 1-5 range provides optimal balance between simplicity and sensitivity, ensuring high response rates while capturing meaningful wellness variations. This methodology aligns with established practices in psychological assessment and facilitates reliable trend analysis over time.