International Journal of Current Research and Review
ISSN: 2231-2196 (Print)ISSN: 0975-5241 (Online)
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IJCRR - 6(24), December, 2014

Pages: 35-37

Date of Publication: 20-Dec-2014


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MATHEMATICAL RELATIONSHIP AMONG AGE, BMI AND VISUAL REACTION TIME IN NORTHERN INDIAN CHILDRENS

Author: Hom Nath Dhungana, Seema Singh, Pooja Tripathi, Jay prakash

Category: Healthcare

Abstract:Reaction time has been defined as the time interval between the application of a stimulus and the response by the subject. Various factors affect reaction time like handedness, age and gender of the person, BMI, type of receptor system involved. It is well known that there exist relationship among Visual Reaction Time, age and BMI. The degree of correlation among these variables is found to be higher. In this paper we develop a multivariate regression line in the form of z = ax +by +c, where x, y are two independent variable (x=age, y=BMI) and z is the measure of visual reaction time.

Keywords: Visual reaction time, Correlation, Regression line

Full Text:

INTRODUCTION
Visual reaction time (VRT) is the time that elapses from the initiation of a stimulus until a response is achieved. Reaction is a purposeful voluntary response to external stimulus. There is certain time period between application of stimulus and appropriate motor response. Reaction time can be divided into three parts. The first part is perception time, the time for the application and perception of stimulus. Second part is decision time, which signifies time for giving a suitable response to the stimulus. The third part is motor time, which is the time for the compliance to the order received1 . Reaction is a purposeful voluntary response to external stimulus. Reaction time is defined as interval of time between presentation of stimulus and appearance of appropriate voluntary response in a subject. Our emotions, attention, memories these and all added reaction we make are responses to stimuli which play upon us2 . Thus it indicates the time taken by an individual to react to external stimulus3 . One measure of information processing is reaction time and is used to judge the ability of the person to concentrate and coordinate. Many studies revealed that reaction time task is a good indicator of sensor motor performance of an individual, as the young individuals performed better in the reaction time tasks than elderly individuals who have the tendency to be more careful and monitor their responses more thoroughly. It is one of the important methods to study a person’s central information processing speed and fast coordinated peripheral movement response. Many research works have been published on reaction time and it is reported that there are many factors on which the reaction time depends. Some factors are Age, BMI, Sex, Fatigue condition etc. But there are very few research works available on the development of mathematical models based on reaction time visual reaction time with respect to age, BMI, sex etc. The application of these models may be wide not only to predict or estimate the visual reaction time but also to know the contribution of these factors on reaction time.

MATERIAL AND METHODS
The study subjects were taken randomly from Techno Academic School and integral Institute of Medical Sciences and Research, Lucknow with a permission of Director/Principal .The inclusion criterion was all disease free normal children and young adults aged between 6 – 21 years. Before the collection of data it was insured that subjects had taken no medication while we excluded those children’s who were any addiction such as smoking, tobacco  or alcohol, any history of drug abuse and any history of hereditary or chronic illness. The total number of subjects was calculated by the help of statistician which was 104.The very common, efficient and easy machine “IMCORP Ambala Reaction Time Instrument” was used to acquire the simple reaction time data in children. The Reaction Time tests consist of two colored lights (red and green) and two response buttons to which a digital timer is connected. The specifications of reaction timer machine are, 1. Inbuilt chronoscope – 4 digit chronoscope with least count of 1/1000 seconds. 2. It works on – 230 volts AC. Subjects were present randomly with two visual stimuli i.e. red and green light. The operating process was demonstrated priory to reduce errors .Three readings of each stimulus noted after giving three practical trials and the lowest taken as the reaction time. The reaction time measured for both red and green colour. The process of pressing the buttons was explained to children to minimise the error.The study was cleared by the Institutional ethical committee.After the collection of data it was analyzed by using SPSS of version 20 to calculate descriptive statistics and regression constants.

RESULTS
The mean VRT score of green and red light was calculated. The average VRT (AVRT) is dependent variable in linear regression analysis while the age and BMI of children are independent variables. Table 1 shows the descriptive statistics. The average of average visual reaction time (AVRT) is 210.36 with standard deviation 62.53; the average age of children is 13.45 years with standard deviation 4.62 and means BMI is 145.78 with standard deviation 16.46.The mathematical linear relationship among variable is calculated as AVRT= -11.6 ×Age – 0.38×BMI + 423.The coefficient of determination (R2 ) is 0.89.The high value of R2 shows that the high degree of the data are to the fitted regression line is. The ANOVA obtained from regression analysis is found statistically significant (F=400.48, p <0.001) for predictors.

DISCUSSION
In the present study we developed a mathematical linear regression model in terms of VRT=a× Age+ b× BMI + C. The importance of this equation is inevitably. The above model may be used to forecast the reaction time score if the age and BMI of subjects are known. For example if the age and BMI of a child is 13 years and 146 cm2 /kg, the predicted VRT score will be -11.6 ×13 – 0.38×146+ 423 ≈ 217. A very few works are available regarding the development of these types of equations.

CONCLUSION
In this paper our finding is development of a mathematical linear model to forecast the visual reaction time for known values of BMI and age. The high value of R2 supports the validation of model.

FUTURE WORK
In future work the same model will be developed for auditory reaction time (ART) In Northern Indian population with sufficiently large sample size.

ACKNOWLEDGEMENT
Authors would like to thank to Prof. F U Ahamad, Director Integral Institute of Medical Sciences and Research for providing very valuable suggestions, allowing data collection in medical college and for providing other academic facilities.

References:

1. Tripo RS (1965). How fast can you react? Sci Dig, 57:50.

2. Joseph Tiffin, Federic B Knight and Eston Jackson Asher (1946).The Psychology of normal people. 2nd edition , D.C. Health and company, Boston 415-431.

3. Mishra N, Mahajan KK, Maini BK. Comparative study of visual and auditory reaction time of hands and feet in males and females. Indian Journal of Physiol Pharmacol 1985; 29: 213–218

4. Dhungana H. N.et al., “Visual Reaction Time and its Relationship with Sex, Age and BMI in Northern Indian Children’s”. Research and Reviews: Journal of Medical Science and Technology Volume 3, Issue 2.page 1-6, 2014

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One article from every issue is selected for the ‘Best Article Award’. Authors of selected ‘Best Article’ are rewarded with a certificate. IJCRR Editorial Board members select one ‘Best Article’ from the published issue based on originality, novelty, social usefulness of the work. The corresponding author of selected ‘Best Article Award’ is communicated and information of award is displayed on IJCRR’s website. Drop a mail to editor@ijcrr.com for more details.

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This award is instituted to encourage women researchers to publish her work in IJCRR. Women researcher, who intends to publish her research work in IJCRR as the first author is eligible to apply for this award. Editorial Board members decide on the selection of women researchers based on the originality, novelty, and social contribution of the research work. The corresponding author of the selected manuscript is communicated and information is displayed on IJCRR’s website. Under this award selected women, the author is eligible for publication incentives. Drop a mail to editor@ijcrr.com for more details.

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‘Emerging Researcher Award’ is instituted to encourage student researchers to publish their work in IJCRR. Student researchers, who intend to publish their research or review work in IJCRR as the first author are eligible to apply for this award. Editorial Board members decide on the selection of student researchers for the said award based on originality, novelty, and social applicability of the research work. Under this award selected student researcher is eligible for publication incentives. Drop a mail to editor@ijcrr.com for more details.


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A Study by Sarmila G. B. et al. entitled "Study to Compare the Efficacy of Orally Administered Melatonin and Clonidine for Attenuation of Hemodynamic Response During Laryngoscopy and Endotracheal Intubation in Gastrointestinal Surgeries" is awarded Best Article for Vol 13 issue 07
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A Study by Kumari PM et al. entitled "Study to Evaluate the Adverse Drug Reactions in a Tertiary Care Teaching Hospital in Tamilnadu - A Cross-Sectional Study" is awarded Best Article for Vol 13 issue 05
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A Study by Sharipov R. Kh. et al. entitled "Interaction of Correction of Lipid Peroxidation Disorders with Oxibral" is awarded Best Article of Vol 13 issue 03
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A Study by Mohita Ray et al. entitled "Accuracy of Intra-Operative Frozen Section Consultation of Gastrointestinal Biopsy Samples in Correlation with the Final Histopathological Diagnosis" is awarded Best Article for Vol 13 issue 01
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A Study by Habiba Suhail et al. entitled "Effect of Majoon Murmakki in Dysmenorrhoea (Usre Tams): A Standard Controlled Clinical Study" is awarded Best Article for Vol 12 issue 22
A Study by Ghaffar UB et al. entitled "Correlation between Height and Foot Length in Saudi Population in Majmaah, Saudi Arabia" is awarded Best Article for Vol 12 issue 21
A Study by Siti Sarah Binti Maidin entitled "Sleep Well: Mobile Application to Address Sleeping Problems" is awarded Best Article for Vol 12 issue 20
A Study by Avijit Singh"Comparison of Post Operative Clinical Outcomes Between “Made in India” TTK Chitra Mechanical Heart Valve Versus St Jude Mechanical Heart Valve in Valve Replacement Surgery" is awarded Best Article for Vol 12 issue 19
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A Study by Jabbar Desai et al. entitled "Prevalence of Obstructive Airway Disease in Patients with Ischemic Heart Disease and Hypertension" is awarded Best Article for Vol 12 issue 17
A Study by Juna Byun et al. entitled "Study on Difference in Coronavirus-19 Related Anxiety between Face-to-face and Non-face-to-face Classes among University Students in South Korea" is awarded Best Article for Vol 12 issue 16
A Study by Sudha Ramachandra & Vinay Chavan entitled "Enhanced-Hybrid-Age Layered Population Structure (E-Hybrid-ALPS): A Genetic Algorithm with Adaptive Crossover for Molecular Docking Studies of Drug Discovery Process" is awarded Best article for Vol 12 issue 15
A Study by Varsha M. Shindhe et al. entitled "A Study on Effect of Smokeless Tobacco on Pulmonary Function Tests in Class IV Workers of USM-KLE (Universiti Sains Malaysia-Karnataka Lingayat Education Society) International Medical Programme, Belagavi" is awarded Best article of Vol 12 issue 14, July 2020
A study by Amruta Choudhary et al. entitled "Family Planning Knowledge, Attitude and Practice Among Women of Reproductive Age from Rural Area of Central India" is awarded Best Article for special issue "Modern Therapeutics Applications"
A study by Raunak Das entitled "Study of Cardiovascular Dysfunctions in Interstitial Lung Diseas epatients by Correlating the Levels of Serum NT PRO BNP and Microalbuminuria (Biomarkers of Cardiovascular Dysfunction) with Echocardiographic, Bronchoscopic and HighResolution Computed Tomography Findings of These ILD Patients" is awarded Best Article of Vol 12 issue 13 
A Study by Kannamani Ramasamy et al. entitled "COVID-19 Situation at Chennai City – Forecasting for the Better Pandemic Management" is awarded best article for  Vol 12 issue 12
A Study by Muhammet Lutfi SELCUK and Fatma entitled "Distinction of Gray and White Matter for Some Histological Staining Methods in New Zealand Rabbit's Brain" is awarded best article for  Vol 12 issue 11
A Study by Anamul Haq et al. entitled "Etiology of Abnormal Uterine Bleeding in Adolescents – Emphasis Upon Polycystic Ovarian Syndrome" is awarded best article for  Vol 12 issue 10
A Study by entitled "Estimation of Reference Interval of Serum Progesterone During Three Trimesters of Normal Pregnancy in a Tertiary Care Hospital of Kolkata" is awarded best article for  Vol 12 issue 09
A Study by Ilona Gracie De Souza & Pavan Kumar G. entitled "Effect of Releasing Myofascial Chain in Patients with Patellofemoral Pain Syndrome - A Randomized Clinical Trial" is awarded best article for  Vol 12 issue 08
A Study by Virendra Atam et. al. entitled "Clinical Profile and Short - Term Mortality Predictors in Acute Stroke with Emphasis on Stress Hyperglycemia and THRIVE Score : An Observational Study" is awarded best article for  Vol 12 issue 07
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A study by Mithun K.P. et al "Larvicidal Activity of Crude Solanum Nigrum Leaf and Berries Extract Against Dengue Vector-Aedesaegypti" is awarded Best Article for Vol 10 issue 14 of IJCRR
A study by Asha Menon "Women in Child Care and Early Education: Truly Nontraditional Work" is awarded Best Article for Vol 10 issue 13
A study by Deep J. M. "Prevalence of Molar-Incisor Hypomineralization in 7-13 Years Old Children of Biratnagar, Nepal: A Cross Sectional Study" is awarded Best Article for Vol 10 issue 11 of IJCRR
A review by Chitra et al to analyse relation between Obesity and Type 2 diabetes is awarded 'Best Article' for Vol 10 issue 10 by IJCRR. 
A study by Karanpreet et al "Pregnancy Induced Hypertension: A Study on Its Multisystem Involvement" is given Best Paper Award for Vol 10 issue 09

List of Awardees

A Study by Ese Anibor et al. "Evaluation of Temporomandibular Joint Disorders Among Delta State University Students in Abraka, Nigeria" from Vol 13 issue 16 received Emerging Researcher Award


A Study by Alkhansa Mahmoud et al. entitled "mRNA Expression of Somatostatin Receptors (1-5) in MCF7 and MDA-MB231 Breast Cancer Cells" from Vol 13 issue 06 received Emerging Researcher Award


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