Addressing traceability of self-reported dependence measurement through the use of crosswalks

•Probabilistic psychometric models provide the tools for linearized and invariant measurement.•Crosswalks as an equating method empirically link different rating scales measuring the same measurand to a common metric.•Rasch measurement addresses and contributes towards traceability in social measurement.