Assessment tools in Rhinology and Otology and Quality of Life: Methodological Issues
Article Information
Publication Timeline
- Received15 February 2023
- Accepted02 March 2023
Abstract
Background: A number of tools are used for measurement of severity of Rhinology and Otology related disorders and their impact on Quality of Life. The tools differ in terms of length (number of items), width (number of response-categories/levels), dimensions covered, psychometric documentation and scores are not comparable.
Objectives: To address methodological issues of tests and suggests remedial measures by transforming ordinal item scores to follow normal distribution for meaningful evaluation of measurement properties and better utilization of such tests.
Methods: Using data-driven weights to response-categories of different items, ordinal item scores are converted to equidistant score (E-scores) in ratio scale with fixed zero point. Proposed scores (P-scores) are obtained from E-scores via linear transformations lie between 1 and 100 following normal distribution. Dimension scores and test scores are taken as sum of item-wise P-scores which also follow normal with parameters obtained from data
Results: Normally distributed P-scores satisfy the basic assumption of statistical techniques and offer platform for parametric analysis facilitating meaningful arithmetic aggregation, meaningful comparisons and better utilization of such tests. It also help to find reliability as per theoretical definition, factorial validity avoiding criterion variable, assessment of responsiveness, optimal number of clusters and efficiency of classification, equivalent scores of two tests, etc.
Conclusion: Proposed scores following normal and satisfying desired properties of measurement is recommended. Experts and researchers can derive benefits of the proposed score for better comparisons and prognosis.
Keywords
Equivalent scoresFactorial validityNormal distributionTheoretical reliabilityQuality of LifeReferences
- Quintanilla-Dieck L, Litvack JR, Mace JC, Smith TL. Comparison of disease-specific quality-of-life instruments in the assessment of chronic rhinosinusitis. Int Forum Allergy Rhinol. 2012, 2(6):437 -43.10.1002/alr.21057. [Google Scholar][Crossref]
- Munshi J. A Method for Constructing Likert Scales. SSRN Electronic Journal. 1990; 10.2139/ssrn.2419366. [Google Scholar][Crossref]
- Parkin D, Rice N, Devlin N. Statistical analysis of EQ-5D profiles: does the use of value sets bias inference? Med Decis Making. 2010; 30(5):556-565. [Google Scholar][Crossref]
- Marcus-Roberts HM, Roberts FS. Meaningless statistics. Journal of Educational Statistics. 1987; 12:383-394. [Google Scholar][Crossref]
- Clason DL, Dormody TJ. Analyzing data measured by individual Likert-type items. J Agric Educ. 1994; 35(4):4 [Google Scholar][Crossref]
- Harwell, MR, Gatti GG. Rescaling ordinal data to interval data in educational research. Review of Educational Research. 2001; 71:105-131. [Google Scholar][Crossref]
- Yusoff, Rohana, Janor RM. Generation of an Interval Metric Scale to Measure Attitude, SAGE Open, 2014; 1-16, DOI: 10.1177/2158244013516768 [Google Scholar][Crossref]
- Chakrabartty SN. Alternate method of scoring Euroqol Five- Dimensional Scales, Health Science Journal. 2021; (15):6:847. [Google Scholar][Crossref]
- Nyaiteera V, Nakku D, Nakasagga E, et al. The burden of chronic rhinosinusitis and its effect on quality of life among patients re-attending an otolaryngology clinic in south western Uganda. BMC Ear Nose Throat Disord. 2018; 26(18):10. doi: 10.1186/s12901-018-0058-z. [Google Scholar][Crossref]
- Akdis CA, Bachert C, Cingi C. et al. Endotypes and phenotypes of chronic rhinosinusitis: A PRACTALL document of the European Academy of Allergy and Clinical Immunology and the American Academy of Allergy, Asthma & Immunology. J Allergy Clin Immunol. 2013; 131(6):1479-90. [Google Scholar][Crossref]
- Fokkens WJ, Lund VJ, Mullol J, et al. European position paper on rhinosinusitis and nasal polyps (EPOS 2012). A summary for otorhinolaryngologists. Rhinology. 2012; 50(1):1-12. [Google Scholar][Crossref]
- Metson RB, Gliklich RE. Clinical outcomes in patients with chronic sinusitis. Laryngoscope. 2000; 110(S94):24-28. doi: 10.1097/00005537-200003002-00007 [Google Scholar][Crossref]
- Van Crombruggen K, Van Bruaene N, Holtappels G, Bachert C. Chronic sinusitis and rhinitis: clinical terminology" Chronic Rhinosinusitis" further supported. Rhinology. 2010; 48(1):54-58. [Google Scholar][Crossref]
- Rudmik L, Smith TL. Quality of life in patients with chronic rhinosinusitis. Curr Allergy Asthma Rep. 2011; 11(3):247-52. doi: 10.1007/s11882-010-0175-2. [Google Scholar][Crossref]
- Alobid I, Benitez P, Bernal-Sprekelsen M, et al. Nasal polyposis and its impact on quality of life: comparison between the effects of medical and surgical treatments. Allergy. 2005; 60(4):452-458. doi: 10.1111/j.1398-9995.2005.00725.x. [Google Scholar][Crossref]
- Baumann I, Blumenstock G. Impact of gender on general health-related quality of life in patients with chronic sinusitis. Am J Rhinol. 2005; 19(3):282-287. [Google Scholar][Crossref]
- Linder JA and Atlas SJ. Health-related quality of life in patients with sinusitis. Curr Allergy Asthma Rep. 2004; 4:490-495. [Google Scholar][Crossref]
- Joo YH, Han KD, Park KH. Association of Hearing Loss and Tinnitus with Health-Related Quality of Life: The Korea National Health and Nutrition Examination Survey. PLoS One. 2015; 29;10(6):e0131247.10.1371/journal.pone.0131247 [Google Scholar][Crossref]
- Newman CW, Sandridge SA, Jacobson GP . Psychometric adequacy of the Tinnitus Handicap Inventory (THI) for evaluating treatment outcome. J Am Acad Audiol. 1998; 9(2):153-160. [Google Scholar][Crossref]
- Baguley DM, Andersson G. Factor analysis of the tinnitus handicap inventory. Am J Audiol. 2003; 12(1):31-34. [Google Scholar][Crossref]
- Hermann R, Ionescu EC, Dumas O, Tringali S, Truy E, Tilikete C. Bilateral Vestibulopathy: Vestibular Function, Dynamic Visual Acuity and Functional Impact. Front Neurol. 2018; 10; 9:555. doi: 10.3389/fneur.2018.00555 [Google Scholar][Crossref]
- Gates GA. Ménière’s disease review. J Am Acad Audiol. 2005; 17(1):16-26. [Google Scholar][Crossref]
- Ghavami Y, Haidar YM, Moshtaghi O, Lin HW, Djalilian HR. Evaluating Quality of Life in Patients With Meniere's Disease Treated as Migraine. Ann Otol Rhinol Laryngol. 2018; 127(12):877-887. doi: 10.1177/0003489418799107 [Google Scholar][Crossref]
- Kato BM, LaRouere MJ, Bojrab DI, Michaelides EM. Evaluating quality of life after endolymphatic sac surgery: the Ménière’s Disease Outcomes Questionnaire. Otol Neurotol. 2004; 25(3):339-344. [Google Scholar][Crossref]
- Gillett S, Hopkins C, Slack R, Browne J. A pilot study of the SNOT 22 score in adults with no sinonasal disease. Clin Otolaryngol, 2009; 34(5):467-469. doi: 10.1111/j.1749-4486.2009.01975.x. [Google Scholar][Crossref]
- DeConde AS, Mace JC, Bodner T, Hwang PH, Rudmik L, Soler ZM, et al. SNOT22 quality of life domains differentially predict treatment modality selection in chronic rhinosinusitis. Int Forum Allergy Rhinol. 2014; 4(12):972-9. [Google Scholar][Crossref]
- McHorney CA, Ware JE, Lu JF, Sherbourne CD. The MOS 36-item Short-Form Health Survey (SF-36): III. Tests of data quality, scaling assumptions, and reliability International Journal of Medical and All Body Health Research www.allmedicaljournal.com across diverse patient groups. Med Care. 1994; 32(1):40-66. [Google Scholar][Crossref]
- Van Der Veen J, Seys SF, Timmermans M, Levie P, Jorissen M, Fokkens WJ, et al. Real life study showing uncontrolled rhinosinusitis after sinus surgery in a tertiary referral centre. Allergy. 2017; 72(2):282-90. [Google Scholar][Crossref]
- Ference EH, Stubbs V, Lidder AK, Chandra RK, Conley D, Avila PC, et al. Measurement and comparison of health utility assessments in chronic rhinosinusitis. Int Forum Allergy Rhinol. 2015; (10):929-36. [Google Scholar][Crossref]
- Andresen EM, Gravitt GW, Aydelotte ME, Podgorski CA.: Limitations of the SF-36 in a sample of nursing home residents. Age Ageing. 1999; 28(6):562-6. [Google Scholar][Crossref]
- Banoub RG, Hoehle LP, Phillips KM, Schulman BJ, Caradonna DS, Gray ST, et al. Depressed Mood Modulates Impact of Chronic Rhinosinusitis Symptoms on Quality of Life. J Allergy Clin Immunol Pract. 2018; 6 (6):2098-105. [Google Scholar][Crossref]
- Lipan MJ, Most SP. Development of a severity classification system for subjective nasal obstruction. JAMA Facial Plast Surg. 2013; 15(5):358-61. [Google Scholar][Crossref]
- Thomas AJ, Orlandi RR, Ashby S, Mace JC, Smith TL, Alt JA. Nasal obstruction has a limited impact on sleep quality and quality of life in patients with chronic rhinosinusitis. Laryngoscope. 2016; 126(9):1971-6. [Google Scholar][Crossref]
- Remenschneider AK, Scangas G, Meier JC, Gray ST, Holbrook EH, Gliklich RE, et al. EQ-5D-derived health utility values in patients undergoing surgery for chronic rhinosinusitis. Laryngoscope. 2015; 125(5):1056-61. [Google Scholar][Crossref]
- Jacobson GP, Newman CW. The development of the Dizziness Handicap Inventory. Arch Otolaryngol Head Neck Surg. 1990; 116:424-7. [Google Scholar][Crossref]
- Gairola P, Bist SS, Mishra S, Agrawal V.: Assessment of Quality of Life in Patients of Chronic Rhinosinusitis. Clin Rhinol An Int J. 2014; 7(3):96-99. [Google Scholar][Crossref]
- Zhang Z, Adappa ND, Doghramji LJ, et al. Quality of life improvement from sinus surgery in chronic rhinosinusitis patients with asthma and nasal polyps. Int Forum Allergy Rhinol. 2014; 4(11):885-92. [Google Scholar][Crossref]
- Chakrabartty SN. Scoring of health state utility instruments for better comparability. IASR Journal of Medical and Pharmaceutical Science. 2021; 1 (3):14-21. https://iasrpublication.com/media/articles/IJMPS01030 02-14-21.pdf [Google Scholar][Crossref]
- Parkerson, HA. Noel, M., Pagé MG, Fuss S, Katz J, Asmundson GJ. Factorial Validity of the English-Language Version of the Pain Catastrophizing Scale– Child Version, The Journal of Pain, 2013; 14 (11), 1383-1389, https://doi.org/10.1016/j.jpain.2013.06.004 [Google Scholar][Crossref]
- Chakrabartty, Satyendra Nath. Reliability of test battery. Methodological Innovations, 2020; 1-8. DOI: 10.1177/2059799120918340 [Google Scholar][Crossref]
- Davies D, Bouldin W. A cluster separation measure, IEEE Transactions on Pattern Analysis and Machine Intelligence. 1979; 1(2):224-227. [Google Scholar][Crossref]
How to Cite
Chakrabartty, S. N. (2023). Assessment tools in Rhinology and Otology and Quality of Life: Methodological Issues. International Journal of Medical and All Body Health Research, 4(1), 17-23.
Chakrabartty, Satyendra Nath. "Assessment tools in Rhinology and Otology and Quality of Life: Methodological Issues." International Journal of Medical and All Body Health Research, vol. 4, no. 1, 2023, pp. 17-23.
Chakrabartty, S. N. (2023) 'Assessment tools in Rhinology and Otology and Quality of Life: Methodological Issues', International Journal of Medical and All Body Health Research, 4(1), pp. 17-23.
Chakrabartty SN. Assessment tools in Rhinology and Otology and Quality of Life: Methodological Issues. International Journal of Medical and All Body Health Research. 2023;4(1):17-23.
Similar Articles
- Role of umbilical artery doppler in predicting IUGR and fetal outcome in pregnant ladies with PIH Vol 4, Issue 1 (2023)
- Self-Nanoemulsifying drug delivery system Vol 4, Issue 1 (2023)
- Topic-Adrenal Crisis: A Rare presentation of B/L Adrenal haemorrhage Vol 4, Issue 1 (2023)
- Antibiotic Resistance Profile of Escherichia coli From Commercially-Marketed Kunun-zaki in Lafia Metropolis, Nasarawa State, Nigeria Vol 4, Issue 1 (2023)
- Fungal load evaluation of the leave and fruit extracts of Vitex Doniana (black plum) using three basic phyto-medicinal preparatory protocols Vol 4, Issue 1 (2023)
Find this Article on
Google Scholar Semantic Scholar OpenAlex ResearchGate BASEA newly published article may take a few days to appear on these services.