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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...

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Autores principales: 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.
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
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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.
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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
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