Cargando…
Validating the Transformation of PROMIS-GH to EQ-5D in Adult Spine Patients
Spinal disorders and associated interventions are costly in the United States, putting them in the limelight of economic analyses. The Patient-Reported Outcomes Measurement Information System Global Health Survey (PROMIS-GHS) requires mapping to other surveys for economic investigation. Previous stu...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6832387/ https://www.ncbi.nlm.nih.gov/pubmed/31547030 http://dx.doi.org/10.3390/jcm8101506 |
_version_ | 1783466160137699328 |
---|---|
author | Panchagnula, Shreyas Sun, Xin Montejo, Julio D. Nouri, Aria Kolb, Luis Virojanapa, Justin Camara-Quintana, Joaquin Q. Sommaruga, Samuel Patel, Kishan Lakomkin, Nikita Abbed, Khalid Cheng, Joseph S. |
author_facet | Panchagnula, Shreyas Sun, Xin Montejo, Julio D. Nouri, Aria Kolb, Luis Virojanapa, Justin Camara-Quintana, Joaquin Q. Sommaruga, Samuel Patel, Kishan Lakomkin, Nikita Abbed, Khalid Cheng, Joseph S. |
author_sort | Panchagnula, Shreyas |
collection | PubMed |
description | Spinal disorders and associated interventions are costly in the United States, putting them in the limelight of economic analyses. The Patient-Reported Outcomes Measurement Information System Global Health Survey (PROMIS-GHS) requires mapping to other surveys for economic investigation. Previous studies have proposed transformations of PROMIS-GHS to EuroQol 5-Dimension (EQ-5D) health index scores. These models require validation in adult spine patients. In our study, PROMIS-GHS and EQ-5D were randomly administered to 121 adult spine patients. The actual health index scores were calculated from the EQ-5D instrument and estimated scores were calculated from the PROMIS-GHS responses with six models. Goodness-of-fit for each model was determined using the coefficient of determination (R(2)), mean squared error (MSE), and mean absolute error (MAE). Among the models, the model treating the eight PROMIS-GHS items as categorical variables (CAT(Reg)) was the optimal model with the highest R(2) (0.59) and lowest MSE (0.02) and MAE (0.11) in our spine sample population. Subgroup analysis showed good predictions of the mean EQ-5D by gender, age groups, education levels, etc. The transformation from PROMIS-GHS to EQ-5D had a high accuracy of mean estimate on a group level, but not at the individual level. |
format | Online Article Text |
id | pubmed-6832387 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-68323872019-11-21 Validating the Transformation of PROMIS-GH to EQ-5D in Adult Spine Patients Panchagnula, Shreyas Sun, Xin Montejo, Julio D. Nouri, Aria Kolb, Luis Virojanapa, Justin Camara-Quintana, Joaquin Q. Sommaruga, Samuel Patel, Kishan Lakomkin, Nikita Abbed, Khalid Cheng, Joseph S. J Clin Med Article Spinal disorders and associated interventions are costly in the United States, putting them in the limelight of economic analyses. The Patient-Reported Outcomes Measurement Information System Global Health Survey (PROMIS-GHS) requires mapping to other surveys for economic investigation. Previous studies have proposed transformations of PROMIS-GHS to EuroQol 5-Dimension (EQ-5D) health index scores. These models require validation in adult spine patients. In our study, PROMIS-GHS and EQ-5D were randomly administered to 121 adult spine patients. The actual health index scores were calculated from the EQ-5D instrument and estimated scores were calculated from the PROMIS-GHS responses with six models. Goodness-of-fit for each model was determined using the coefficient of determination (R(2)), mean squared error (MSE), and mean absolute error (MAE). Among the models, the model treating the eight PROMIS-GHS items as categorical variables (CAT(Reg)) was the optimal model with the highest R(2) (0.59) and lowest MSE (0.02) and MAE (0.11) in our spine sample population. Subgroup analysis showed good predictions of the mean EQ-5D by gender, age groups, education levels, etc. The transformation from PROMIS-GHS to EQ-5D had a high accuracy of mean estimate on a group level, but not at the individual level. MDPI 2019-09-20 /pmc/articles/PMC6832387/ /pubmed/31547030 http://dx.doi.org/10.3390/jcm8101506 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Panchagnula, Shreyas Sun, Xin Montejo, Julio D. Nouri, Aria Kolb, Luis Virojanapa, Justin Camara-Quintana, Joaquin Q. Sommaruga, Samuel Patel, Kishan Lakomkin, Nikita Abbed, Khalid Cheng, Joseph S. Validating the Transformation of PROMIS-GH to EQ-5D in Adult Spine Patients |
title | Validating the Transformation of PROMIS-GH to EQ-5D in Adult Spine Patients |
title_full | Validating the Transformation of PROMIS-GH to EQ-5D in Adult Spine Patients |
title_fullStr | Validating the Transformation of PROMIS-GH to EQ-5D in Adult Spine Patients |
title_full_unstemmed | Validating the Transformation of PROMIS-GH to EQ-5D in Adult Spine Patients |
title_short | Validating the Transformation of PROMIS-GH to EQ-5D in Adult Spine Patients |
title_sort | validating the transformation of promis-gh to eq-5d in adult spine patients |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6832387/ https://www.ncbi.nlm.nih.gov/pubmed/31547030 http://dx.doi.org/10.3390/jcm8101506 |
work_keys_str_mv | AT panchagnulashreyas validatingthetransformationofpromisghtoeq5dinadultspinepatients AT sunxin validatingthetransformationofpromisghtoeq5dinadultspinepatients AT montejojuliod validatingthetransformationofpromisghtoeq5dinadultspinepatients AT nouriaria validatingthetransformationofpromisghtoeq5dinadultspinepatients AT kolbluis validatingthetransformationofpromisghtoeq5dinadultspinepatients AT virojanapajustin validatingthetransformationofpromisghtoeq5dinadultspinepatients AT camaraquintanajoaquinq validatingthetransformationofpromisghtoeq5dinadultspinepatients AT sommarugasamuel validatingthetransformationofpromisghtoeq5dinadultspinepatients AT patelkishan validatingthetransformationofpromisghtoeq5dinadultspinepatients AT lakomkinnikita validatingthetransformationofpromisghtoeq5dinadultspinepatients AT abbedkhalid validatingthetransformationofpromisghtoeq5dinadultspinepatients AT chengjosephs validatingthetransformationofpromisghtoeq5dinadultspinepatients |