Table 2 Overview of emotion recognition based on psychometric scale
From: Development and application of emotion recognition technology — a systematic literature review
No | Author & year | Scale Types | N | Emotions | Test sample | Application | Statistical methods |
|---|---|---|---|---|---|---|---|
1 | A. Tsanas (2016) | MZ self-made questionnaire | 130 | Anxious, Elated, Sad, Angry, Irritable, Energetic | 1BD, 2BPD patients | AMoSS Android application | 3PCA |
2 | Quirien Oort (2022) | QLQ-C30, QLQ-BN20, HADS | 99 | Strain, Anxiety, Depression, Irritable | Grade II-IV gliomas patients | 4NA | Spearman correlation, Mann-Whitney U test |
3 | Silvia Clausi (2014) | SCL-90-R, POMS, HDRS | 70 | Depression | Cerebellar ataxia patients | Mood monitoring equipment(MoMo) | Pearson, T-test |
4 | Vazquez Montes(2018) | ASRM, QIDS | 146 | Mania, Depression | BD patients | True colours self-management system | Primary analysis, Secondary analysis |
5 | Faccio Flaviao(2018) | FaRe questionnaire | 120 | Communication and cohesion, Perceived family coping, Religiousness and spirituality, Perceived social support | Cancer patients | Personal health record system (named iPHR) | NA |
6 | Emma Incecik(2020) | QIDS-SR, WSAS | 21 | Depression | Depression patients | True colours self-management system | Topic analysis |
7 | McIntyre S. (2023) | Mood disorders questionnaire | 100 | Mania, Depression | Patients of In a U.S. health plan | Rapid mood screener(RMS) | Unidirectional sensitivity analysis |
8 | Andrés Cárcamo(2021) | PHQ-9 | 6 | Depression | Depression patients | MonDep APP | NA |
9 | Veerbeek M (2013) | The dutch version of the national health outcomes scale 65+ | 836 | Anxiety, Depression | Older adults enrolled in outpatient mental health care | Mental health care monitor older adults (MEMO) | Descriptive statistical analysis |
10 | Barros Jorge (2020) | OQ-45.2, STAXI-2, RFL, DEQ, APGAR | 650 | Depression, Suicidal tendency, Vulnerability | Mental health patients with symptoms of emotional anxiety | NA | R statistics |
11 | Melbye, Sigurd Arne(2021) | MDI, ASRM, IPAQ, PSQI | 206 | Mania, Depression | BD patients, Unaffected relatives | Monsenso self-monitoring system | Linear mixed effects model, Chi-square test |
12 | Rocamora Rodrigo(2021) | HADS, STAI, BDI-II | 493 | Anxiety, Depression | Epilepsy patients | NA | Normality test, Chi-square test, Fisher’s exact statistics, T-test, Mann-whitney/ Kruskal-wallis test, Bonferroni |
13 | Dubad Muna (2021) | Self-assessment, DERS-SF | 47 | Positive and negative emotions | Mental health problems | “Catch It”APP | ANOVA |
14 | Cruz, Breno Fiuza(2022) | PANSS, CDSS, FERT-100, BACS | 193 | Depression | Schizophrenia patients | NA | Kolmogorov-smirnov, Pearson, Spearman, Student’s/Mann-whitney U test, χ2 test, Cronbach, Multiple linear regression analysis |
15 | Gangeri Laura(2022) | Cancer patient pandemic emotion questionnaire | 341 | NA | Cancer patients | NA | 5EFA, 6CFA |