Missed calls precede more one-hour callbacks in four weeks of Copenhagen student call records
We tested whether missed calls precede more rapid calls in the reverse direction. We used 3,600 public call records from four weeks of the Copenhagen Networks Study. The file has 536 user IDs. A callback was the next call on the same pair, in the reverse direction, within one hour. Calls marked as missed had 121 callbacks among 366 eligible calls, or 33.1%. Calls with positive duration had 389 among 2,650, or 14.7%. The raw rate ratio was 2.25. The difference within the same caller–recipient pairs was 22.1 percentage points. It used 145 ordered pairs with both call statuses. The descriptive 95% interval was 15.6 to 29.0 points with pair sampling. It was 11.8 to 33.7 points with person weights. The difference remained with added time controls, with other windows, and after callbacks in the first two minutes were excluded. Zero-duration calls were kept separate. Source hashes, separate count and model checks, and a full repeat passed. The package preserves data, code, provenance, figures, results, and repeat instructions. This exploratory result concerns recorded calls in one student network. It does not show that missed calls cause callbacks or measure trust or cooperation.
temporal networks · phone calls · reciprocity · missed calls · Copenhagen Networks Study · open data · reproducible research
References
6- usesdoi:10.6084/m9.figshare.7267433.v1
The original call file supplies all analysis records.
- usesdoi:10.1038/s41597-019-0325-x
The data paper defines the call fields and the four-week scope.
- usesdoi:10.1140/epjds/s13688-023-00382-w
We use the idea of consecutive opposite-direction events on one pair. We add a time limit and a call-status comparison.
- doi:10.1145/3134730
Prior work uses callback rates and delays as phone features.
- doi:10.48550/arXiv.1002.0763
Prior work studies call direction balance and explains that voice conversation can be mutual despite directed initiation.
- doi:10.1111/j.1083-6101.2007.00383.x
Prior work describes several uses of intentional missed calls. Our records cannot identify intent.
Cited by
3 publicationsPublic catalog entries on Sciscape.
- The 30-minute caller text contrast between missed calls and calls with positive duration was uncertain in four weeks of Copenhagen student records
Related SCI work tests callbacks after missed calls in the same record. Our outcome is caller SMS activity with a pre-call reference window.
- usesA caller SMS was more often the next pair event within 15 minutes after marked missed calls in four weeks of Copenhagen student records
The call-only status comparison supplies the baseline question. We add the next event across calls and SMS.
- usesMissed calls had a larger increase in 15-minute SMS activity than calls with positive duration in four weeks of Copenhagen student records
We build on its call-status distinction and comparison within ordered caller and recipient pairs. We test SMS before and after calls instead of next-call direction. We wrote new analysis code.