Evidence map›Paper›PMID 42861356›Full record

ArticleInternational journal of nursing studies advances2026

Deriving preliminary criterion-anchored cut-off scores for nurse-patient mutuality: A receiver operating characteristic analysis of the Nurse-Patient Mutuality in Chronic Illness Scale.

Silvia Cilluffo, Christopher S Lee, Stefano Terzoni, Barbara Bassola, Maddalena De Maria, Maura Lusignani, Rosario Caruso

Abstract read
In one paragraph

Article in International journal of nursing studies advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Silvia CilluffoDepartment of Biomedical Sciences for Health, University of Milan, Milan, Italy.
Christopher S LeeBoston College William F. Connell School of Nursing, Chestnut Hill, MA, United States.
Stefano TerzoniDepartment of Biomedical Sciences for Health, University of Milan, Milan, Italy.
Barbara BassolaGrande Ospedale Metropolitano Niguarda, School of Nursing-University of Milan, Milan, Italy.
Maddalena De MariaDepartment of Life Science, Health, and Health Professions, Link Campus University, Rome, Italy.
Maura LusignaniDepartment of Biomedical Sciences for Health, University of Milan, Milan, Italy.
Rosario CarusoDepartment of Biomedical Sciences for Health, University of Milan, Milan, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Nurse-patient mutuality is a relational process associated with self-care behaviours in chronic illness. Although the Nurse-Patient Mutuality in Chronic Illness Scale (NPM-CI) has demonstrated sound psychometric properties, the absence of criterion-anchored reference points limits the interpretation of its scores across samples and settings. Objective: To derive preliminary, sample-dependent, criterion-anchored cut-off values for the NPM-CI using a prespecified threshold of self-care management as an external behavioral criterion and to examine their discriminatory performance. Methods: This observational cross-sectional study represents a secondary analysis of data from a multicentre study conducted in five healthcare centres in Italy. The analytic sample comprised 90 adults with chronic illnesses who had been recruited as the patient members of nurse-patient dyads in the source study. Only patient-reported NPM-CI and Self-Care of Chronic Illness Inventory (SC-CII) data were included; nurse-reported data were not analyzed. Self-care management was dichotomized using the established threshold of ≥70/100 to indicate adequate self-care. Receiver operating characteristic (ROC) curve analyses were performed for each NPM-CI domain. Discriminatory performance was evaluated using the area under the curve (AUC), and sample-specific thresholds were derived using the Youden Index. Pairwise comparisons of AUCs were conducted to assess differences between domains. Results: All three NPM-CI domains showed statistically significant but limited discriminatory performance in distinguishing participants who met versus did not meet the prespecified SC-CII self-care management criterion (AUC range: 0.657-0.681; p < .01). Domain-specific cut-off values were derived using the Youden Index. Although sensitivity and specificity varied across domains at their respective Youden-index thresholds, discriminatory performance did not differ significantly between domains, as indicated by pairwise comparisons of the AUCs. Conclusions: Anchoring mutuality scores to a behavioral self-care criterion enables the derivation of empirically informed thresholds that improve the interpretability of NPM-CI scores. These preliminary, sample-dependent thresholds may serve as exploratory reference points for interpreting mutuality scores in relation to self-care management. Validation in larger independent samples is required before considering any clinical application.

Indexed as

Chronic careMeasurement interpretabilityNurse–patient mutualityROC analysisSelf-careThreshold derivation

Identifiers

PMID42861356
PMCPMC13654478

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.