Survey Dashboard — Respondent Engagement & Completion Quality

Crestline Research Partners • Wave 6: Consumer Snacking Attitudes Study

2,698 survey starts
1,847 quality-adjusted completions
Last updated: 2 hours ago
Quality-Adjusted Completions
1,847
+8.2% vs Wave 5
Overall Completion Rate
68.5%
+3.1pp vs target
Median Completion Time
8.4min
Expected: 7.5min
Straight-Line Detection Rate
4.7%
-1.2pp vs Wave 5
Speeder Rate (<50% expected)
9.3%
+4.1pp Alert: Panel batch
Response Quality Score
82.1
0–100 composite

Abandonment Funnel — Page-Level Drop-Off

Completion Time Distribution

Vertical line: expected 7.5min | Red zone: speeders (<3.75min)

Completion Rate by Traffic Source

Response Quality Score Distribution (Individual Respondents)

Each dot = 1 respondent | Quality threshold: 65 | Color: completion time

Open-Text Submission by Question

Device-Split Completion Delta

Screener Pass-Through Rate

Respondent-Level Quality Table (Sample)

Respondent ID Source Device Completion Time Quality Score Flags
R-8472 Email Invite Desktop 9.2 min 88.3 —
R-8473 Panel Partner Mobile 2.8 min 41.2 Speeder, Straight-line
R-8474 Social Media Tablet 11.4 min 79.1 —
R-8475 Email Invite Desktop 7.9 min 91.7 —
R-8476 Organic Search Mobile 8.6 min 84.2 —
R-8477 Panel Partner Desktop 6.2 min 73.8 —
R-8478 Email Invite Mobile 10.1 min 86.5 —
R-8479 Panel Partner Mobile 3.1 min 58.4 Speeder

Source Mix Wave-over-Wave

Re-Contact Eligibility Rate

67.3%
of completions opted in
n = 1,243 respondents