What it is
How often there is meaningful contact with other people. That is closer to isolation than to loneliness. The three-level table is this calculator’s construction; no paper reports it.
How it is modeled (not scored)
Technical notes
The curve is constructed: Strong = 0.85, Average = 1.0, Weak = 1.25. No paper reports that three-level table. Wang 2023 (90 cohorts, 2,205,199 people) is the matching-construct split meta: isolation all-cause mortality 1.32 (1.26–1.39), I² 77.8%; loneliness 1.14 (1.08–1.20), I² 91.1% — two separate pools. Combined isolation+loneliness 1.18, smaller than isolation alone. Weak 1.25 is milder than Wang’s isolated-vs-not 1.32; 0.85 is not 1/1.32. Holt-Lunstad 2015 is three separate ORs (isolation 1.29, loneliness 1.26, living alone 1.32), not HRs, not a joint model. Naito 2023 isolation-only HR 1.33. Nakou 2025 older-adult isolation 1.35 / loneliness 1.14 / living-alone 1.21.
How to improve it
- Schedule regular contact with close friends/family
- Join a group around a shared interest
- Prioritize a few deep ties over many shallow ones