Effect of odia and Tamil music on the ANS and the conduction pathway of heart of odia volunteers

Suraj Kumar Nayak, Utkarsh Srivastava, D. N. Tibarewala, Goutam Thakur, Biswajit Mohapatra, Kunal Pal

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)

Abstract

The current study delineates the effect of Odia and Tamil music on the Autonomic Nervous System (ANS)and cardiac conduction pathway of Odia volunteers. The analysis of the ECG signals using Analysis ofVariance (ANOVA) showed that the features obtained from the HRV domain, time-domain and wavelettransform domain were statistically insignificant. But non-linear classifiers like Classification andRegression Tree (CART), Boosted Tree (BT) and Random Forest (RF) indicated the presence of importantfeatures. A classification efficiency of more than 85% was achieved when the important features,obtained from the non-linear classifiers, were used. The results suggested that there is an increase in theparasympathetic activity when music is heard in the mother tongue. If a person is made to listen to musicin the language with which he is not conversant, an increase in the sympathetic activity is observed. Itis also expected that there might be a difference in the cardiac conduction pathway.

Original languageEnglish
Title of host publicationPattern and Data Analysis in Healthcare Settings
PublisherIGI Global Publishing
Pages240-263
Number of pages24
ISBN (Electronic)9781522505372
ISBN (Print)1522505369, 9781522505365
DOIs
Publication statusPublished - 22-07-2016

Fingerprint

Autonomic Nervous System
Neurology
Music
Volunteers
Classifiers
Signal analysis
Electrocardiography
Tongue
Language
Mothers
Forests

All Science Journal Classification (ASJC) codes

  • Computer Science(all)
  • Medicine(all)
  • Health Professions(all)

Cite this

Nayak, S. K., Srivastava, U., Tibarewala, D. N., Thakur, G., Mohapatra, B., & Pal, K. (2016). Effect of odia and Tamil music on the ANS and the conduction pathway of heart of odia volunteers. In Pattern and Data Analysis in Healthcare Settings (pp. 240-263). IGI Global Publishing. https://doi.org/10.4018/978-1-5225-0536-5.ch012
Nayak, Suraj Kumar ; Srivastava, Utkarsh ; Tibarewala, D. N. ; Thakur, Goutam ; Mohapatra, Biswajit ; Pal, Kunal. / Effect of odia and Tamil music on the ANS and the conduction pathway of heart of odia volunteers. Pattern and Data Analysis in Healthcare Settings. IGI Global Publishing, 2016. pp. 240-263
@inbook{ee33b7d88ee64a5f96b690149d36b3d7,
title = "Effect of odia and Tamil music on the ANS and the conduction pathway of heart of odia volunteers",
abstract = "The current study delineates the effect of Odia and Tamil music on the Autonomic Nervous System (ANS)and cardiac conduction pathway of Odia volunteers. The analysis of the ECG signals using Analysis ofVariance (ANOVA) showed that the features obtained from the HRV domain, time-domain and wavelettransform domain were statistically insignificant. But non-linear classifiers like Classification andRegression Tree (CART), Boosted Tree (BT) and Random Forest (RF) indicated the presence of importantfeatures. A classification efficiency of more than 85{\%} was achieved when the important features,obtained from the non-linear classifiers, were used. The results suggested that there is an increase in theparasympathetic activity when music is heard in the mother tongue. If a person is made to listen to musicin the language with which he is not conversant, an increase in the sympathetic activity is observed. Itis also expected that there might be a difference in the cardiac conduction pathway.",
author = "Nayak, {Suraj Kumar} and Utkarsh Srivastava and Tibarewala, {D. N.} and Goutam Thakur and Biswajit Mohapatra and Kunal Pal",
year = "2016",
month = "7",
day = "22",
doi = "10.4018/978-1-5225-0536-5.ch012",
language = "English",
isbn = "1522505369",
pages = "240--263",
booktitle = "Pattern and Data Analysis in Healthcare Settings",
publisher = "IGI Global Publishing",
address = "United States",

}

Nayak, SK, Srivastava, U, Tibarewala, DN, Thakur, G, Mohapatra, B & Pal, K 2016, Effect of odia and Tamil music on the ANS and the conduction pathway of heart of odia volunteers. in Pattern and Data Analysis in Healthcare Settings. IGI Global Publishing, pp. 240-263. https://doi.org/10.4018/978-1-5225-0536-5.ch012

Effect of odia and Tamil music on the ANS and the conduction pathway of heart of odia volunteers. / Nayak, Suraj Kumar; Srivastava, Utkarsh; Tibarewala, D. N.; Thakur, Goutam; Mohapatra, Biswajit; Pal, Kunal.

Pattern and Data Analysis in Healthcare Settings. IGI Global Publishing, 2016. p. 240-263.

Research output: Chapter in Book/Report/Conference proceedingChapter

TY - CHAP

T1 - Effect of odia and Tamil music on the ANS and the conduction pathway of heart of odia volunteers

AU - Nayak, Suraj Kumar

AU - Srivastava, Utkarsh

AU - Tibarewala, D. N.

AU - Thakur, Goutam

AU - Mohapatra, Biswajit

AU - Pal, Kunal

PY - 2016/7/22

Y1 - 2016/7/22

N2 - The current study delineates the effect of Odia and Tamil music on the Autonomic Nervous System (ANS)and cardiac conduction pathway of Odia volunteers. The analysis of the ECG signals using Analysis ofVariance (ANOVA) showed that the features obtained from the HRV domain, time-domain and wavelettransform domain were statistically insignificant. But non-linear classifiers like Classification andRegression Tree (CART), Boosted Tree (BT) and Random Forest (RF) indicated the presence of importantfeatures. A classification efficiency of more than 85% was achieved when the important features,obtained from the non-linear classifiers, were used. The results suggested that there is an increase in theparasympathetic activity when music is heard in the mother tongue. If a person is made to listen to musicin the language with which he is not conversant, an increase in the sympathetic activity is observed. Itis also expected that there might be a difference in the cardiac conduction pathway.

AB - The current study delineates the effect of Odia and Tamil music on the Autonomic Nervous System (ANS)and cardiac conduction pathway of Odia volunteers. The analysis of the ECG signals using Analysis ofVariance (ANOVA) showed that the features obtained from the HRV domain, time-domain and wavelettransform domain were statistically insignificant. But non-linear classifiers like Classification andRegression Tree (CART), Boosted Tree (BT) and Random Forest (RF) indicated the presence of importantfeatures. A classification efficiency of more than 85% was achieved when the important features,obtained from the non-linear classifiers, were used. The results suggested that there is an increase in theparasympathetic activity when music is heard in the mother tongue. If a person is made to listen to musicin the language with which he is not conversant, an increase in the sympathetic activity is observed. Itis also expected that there might be a difference in the cardiac conduction pathway.

UR - http://www.scopus.com/inward/record.url?scp=85016085803&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85016085803&partnerID=8YFLogxK

U2 - 10.4018/978-1-5225-0536-5.ch012

DO - 10.4018/978-1-5225-0536-5.ch012

M3 - Chapter

SN - 1522505369

SN - 9781522505365

SP - 240

EP - 263

BT - Pattern and Data Analysis in Healthcare Settings

PB - IGI Global Publishing

ER -

Nayak SK, Srivastava U, Tibarewala DN, Thakur G, Mohapatra B, Pal K. Effect of odia and Tamil music on the ANS and the conduction pathway of heart of odia volunteers. In Pattern and Data Analysis in Healthcare Settings. IGI Global Publishing. 2016. p. 240-263 https://doi.org/10.4018/978-1-5225-0536-5.ch012