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  IJCRT Search Xplore - Search all paper by Paper Name , Author Name, and Title

Volume 8 | Issue 11 |

Volume 8 | Issue 11 | Month  
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  Paper Title: STUDIES ON STOMATAL INDEX (S.I) AND ASSOSIATED FEATURES AMONGST TEN DIFFERENT MEDICAGO L. SPP. FOR ASSESSING THE SPECIES INTER-RELATIONSHIPS

  Author Name(s): Vinita Smriti, S.N.Sharma

  Published Paper ID: - IJCRT2011190

  Register Paper ID - 200860

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2011190 and DOI : http://doi.one/10.1729/Journal.24989

  Author Country : Indian Author, 800006, India , Patna, India , | Research Area: Biological Science

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2011190
Published Paper PDF: download.php?file=IJCRT2011190
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2011190.pdf

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  Title: STUDIES ON STOMATAL INDEX (S.I) AND ASSOSIATED FEATURES AMONGST TEN DIFFERENT MEDICAGO L. SPP. FOR ASSESSING THE SPECIES INTER-RELATIONSHIPS

 DOI (Digital Object Identifier) : http://doi.one/10.1729/Journal.24989

 Pubished in Volume: 8  | Issue: 11  | Year: November 2020

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Biological Science

 Author type: Indian Author

 Pubished in Volume: 8

 Issue: 11

 Pages: 1571-1575

 Year: November 2020

 Downloads: 1282

  E-ISSN Number: 2320-2882

 Abstract

The foliar epidermal and stomatal features of all the ten Medicago L species included in this investigation have presented the same general patterns. Amphistomatic leaves, frequency of stomata appreciably higher at the abaxial surfaces as compared to adaxial ones and typical anomocytic stomatal types in all the taxa tend to indicate that the species selected for studies here form a natural assemblage within the genus Medicago. However,the quantitative data pertaining to Stomatal Index (S.I) and other associated features have thrown quite useful light on the species inter-relationships. The data recorded co-ordinately in terms of mean stomatal length and total stomatal frequency / mm2 in the form of pictorial graph have clearly indicated at the very first glance, formation of different clusters amongst the species. More valuable informations in terms of species inter-relationships appear to have been provided by the Stomatal Index (S.I) data. The S.I values have indicated closest affinity amongst M. interexta (21.90 %), M. rugosa (21.85 %) and M .polymorpha (21.75 %) and almost a closer affinity of this group of species with M. scutellata (22.00 %). The S.I values have suggested that M. sativa (19.80 %) stands closest to M. orbicularis (19.39 %).The increase in ploidy level of some of the selected taxa, did not seem to affect the stomatal counts / mm2 as well as their size.


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 Keywords

Frequency of epidermal cells / mm2, Stomatal frequencies / mm2, Mean stomatal lengths, Stomatal Index (S.I), pictorial graphic representation, species inter-relationships.

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Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: IMAGE BLUR REDUCTION FOR CELL PHONE CAMERAS VIA ADAPTIVE TONAL CORRECTION

  Author Name(s): G Bhargavi, L Rama Murthy

  Published Paper ID: - IJCRT2011189

  Register Paper ID - 200893

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2011189 and DOI :

  Author Country : Indian Author, 517502, India , Tirupati, India , | Research Area: Science & Technology

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2011189
Published Paper PDF: download.php?file=IJCRT2011189
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2011189.pdf

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  Title: IMAGE BLUR REDUCTION FOR CELL PHONE CAMERAS VIA ADAPTIVE TONAL CORRECTION

 DOI (Digital Object Identifier) :

 Pubished in Volume: 8  | Issue: 11  | Year: November 2020

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Science & Technology

 Author type: Indian Author

 Pubished in Volume: 8

 Issue: 11

 Pages: 1566-1570

 Year: November 2020

 Downloads: 1319

  E-ISSN Number: 2320-2882

 Abstract

Image blur occurs often when using a cell- phone camera due to handshakes or jitter. Although there exist many motion deblurring algorithms in the literature, the computational complexities of these algorithms and the assumptions considered make them unsuitable for Deployment on a cell-phone camera processor. This paper presents an image blur reduction algorithm for cell-phone cameras having a low computational complexity and without making any assumption about the handshake motion. This algorithm utilizes one low-exposure image in addition to a blurred image to perform a blur reduction operation via tonal correction. The developed tonal correction approach is adaptive to the scene by taking into consideration the brightness and contrast of the blurred image. The results obtained indicate the effectiveness of this blur reduction algorithm for handshake blurred images captured by a cell-phone camera. The adaptive tonal correction (ATC) algorithm presented here uses the low-exposure or darker looking image as its input and enhances its appearance via tonal correction by making use of the mean (brightness) and variance (contrast) of the original blurred image in an adaptive manner. The main contribution here thus consists of an automatic process by which the tonal correction is done.


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 Keywords

Handshake image blur reduction, image stabilization, adaptive tonal correction, cell-phone camera, low-exposure image capture.

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  Paper Title: SECURED DATA TRANSMISSION ON VIDEO STENOGRAPHY

  Author Name(s): V D Venkatraman, K.MOHANA KRISHNA

  Published Paper ID: - IJCRT2011188

  Register Paper ID - 200894

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2011188 and DOI :

  Author Country : Indian Author, 517502, India , Tirupati, India , | Research Area: Science & Technology

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2011188
Published Paper PDF: download.php?file=IJCRT2011188
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2011188.pdf

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  Title: SECURED DATA TRANSMISSION ON VIDEO STENOGRAPHY

 DOI (Digital Object Identifier) :

 Pubished in Volume: 8  | Issue: 11  | Year: November 2020

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Science & Technology

 Author type: Indian Author

 Pubished in Volume: 8

 Issue: 11

 Pages: 1558-1565

 Year: November 2020

 Downloads: 1278

  E-ISSN Number: 2320-2882

 Abstract

It is very essential to transmit important data like banking and military information in a secure manner. Video Steganography is the process of hiding some secret information inside a video. The addition of this information to the video is not recognizable by the human eye as the change of a pixel color is negligible. This paper aims to provide an efficient and a secure method for video Steganography. The proposed method creates an index for the secret information and the index is placed in a frame of the video itself. With the help of this index, the frames containing the secret information are located. Hence, during the extraction process, instead of analyzing the entire video, the frames containing the secret data are analyzed with the help of index at the receiving end. When steganographed by this method, the probability of finding the hidden information by an attacker is lesser when compared to the normal method of hiding information frame-by-frame in a sequential manner. It also reduces the computational time taken for the extraction process.


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 Keywords

Data transmission, security, video processing, stegnography

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  Paper Title: FULL ACTIVE PHASED ARRAY MST (53 MHZ) RADAR DETERMINATION OF CHARACTERISTICS OF ATMOSPHERIC TURBULENCE

  Author Name(s): Ramesh Nandha Kumar, T Prasad

  Published Paper ID: - IJCRT2011187

  Register Paper ID - 200895

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2011187 and DOI :

  Author Country : Indian Author, 517502, India , Tirupati, India , | Research Area: Science & Technology

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2011187
Published Paper PDF: download.php?file=IJCRT2011187
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2011187.pdf

  Your Paper Publication Details:

  Title: FULL ACTIVE PHASED ARRAY MST (53 MHZ) RADAR DETERMINATION OF CHARACTERISTICS OF ATMOSPHERIC TURBULENCE

 DOI (Digital Object Identifier) :

 Pubished in Volume: 8  | Issue: 11  | Year: November 2020

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Science & Technology

 Author type: Indian Author

 Pubished in Volume: 8

 Issue: 11

 Pages: 1549-1557

 Year: November 2020

 Downloads: 1376

  E-ISSN Number: 2320-2882

 Abstract

The present semi-active phased array MST radar (32 by 32 Yagi-Uda antennae, total 1024 antennae) operating at the frequency of 53 MHz, has been augmented recently as fully-active phased array (FAPA) radar to study the atmospheric dynamics and turbulence in detail. During the last 25 years of operation as semi-active phased array (SAPA), the radar beam, with 3? beam width, could be tilted only in the north-south and east-west planes and hence the three dimensional spatial properties of turbulence and its evolution in time could not be studied. In the SAPA mode, each row/column of 32 antennae was powered by a single transmitter (9 � 180 kW of peak power) through electronic power dividers and couplers and the received echoes collected by a single (sometimes 2 receivers) receiver were processed to determine the characteristics of atmospheric turbulence. In the present case of FAPA, each and every antenna is powered individually with peak power of 1kW and a receiver module is attached. With this facility, it can be controlled the transmit beam pattern as well as its pointing direction so that a full four dimensional characteristics (space and time) of atmospheric turbulence can be studied. The main aim of the present project work is to study the generation, evolution and dissipation mechanisms of atmospheric turbulence and its imaging using multi power-patterns of the FAPA system and many digital receivers.


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 Keywords

Antenna, Radar, MST Radar, Atmospheric turbulance

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  Paper Title: INVESTIGATION THE DYNAMICS OF CHANGE IN RELATIVE HUMIDITY IN TECHNOLOGICAL TRANSITIONS OF COTTON YARN AND FINISHED PRODUCTS: PARTS I

  Author Name(s): Doniyor Obidov, Dilbar aliyeva, Sanjar Tojimirzaev

  Published Paper ID: - IJCRT2011186

  Register Paper ID - 200519

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2011186 and DOI :

  Author Country : Foreign Author, 160100, Uzbekistan , Namangan, Uzbekistan , | Research Area: Science & Technology

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2011186
Published Paper PDF: download.php?file=IJCRT2011186
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2011186.pdf

  Your Paper Publication Details:

  Title: INVESTIGATION THE DYNAMICS OF CHANGE IN RELATIVE HUMIDITY IN TECHNOLOGICAL TRANSITIONS OF COTTON YARN AND FINISHED PRODUCTS: PARTS I

 DOI (Digital Object Identifier) :

 Pubished in Volume: 8  | Issue: 11  | Year: November 2020

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Science & Technology

 Author type: Foreign Author

 Pubished in Volume: 8

 Issue: 11

 Pages: 1541-1548

 Year: November 2020

 Downloads: 1278

  E-ISSN Number: 2320-2882

 Abstract

This article studies the influence of the dependence of the moisture content of materials on the mechanical and physical properties of textile materials, as well as the actual values of relative humidity in technological transitions. This dependence is the more significant, the higher the sorption capacity of fibers and threads. Therefore, it is necessary to carry out tests at normal material humidity, which is achieved by preliminary curing of the samples and carrying out the tests themselves in normal atmospheric conditions. The moisture content of textile materials is one of the important physical indicators affecting their mechanical properties, that in order to determine these indicators during scientific experiments, yarn was obtained from 100% cotton fiber in production and finished products are made from them - terry towels.


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 Keywords

Sorption, adsorption, absorption, relative humidity, yarn moisture, technological process, mechanical properties of yarn, moisture moistening, moisture measurement, coefficients of variation in technological transitions.

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Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: ``A COMPARATIVE STUDY ON HOW NEW EDUCATION POLICY WILL ASSIST THE COMMERCE HIGHER SECONDARY LEVEL IN INDIA``

  Author Name(s): SHASHIKALA B C

  Published Paper ID: - IJCRT2011185

  Register Paper ID - 200844

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2011185 and DOI :

  Author Country : N, -, - , -, - , | Research Area: Science & Technology

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2011185
Published Paper PDF: download.php?file=IJCRT2011185
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2011185.pdf

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  Title: ``A COMPARATIVE STUDY ON HOW NEW EDUCATION POLICY WILL ASSIST THE COMMERCE HIGHER SECONDARY LEVEL IN INDIA``

 DOI (Digital Object Identifier) :

 Pubished in Volume: 8  | Issue: 11  | Year: November 2020

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Science & Technology

 Author type: N

 Pubished in Volume: 8

 Issue: 11

 Pages: 1535-1540

 Year: November 2020

 Downloads: 1341

  E-ISSN Number: 2320-2882

 Abstract

Education is a power and makes a person powerful because it replaces empty mind with positive thoughts and also it may changes your bad today into good tomorrow. Education will assist to stimulate countries economic growth and economic conflict with effortlessly, because it emerge has one of the cardinal stimulus of lifespan earning. Banking system is strong it will ensure that the country is developing, because the priorities of the country is being served with the money which is being deposited in the banks, in the same way education is also a route of tackling poverty and also it proffer to improve their individual standard of living which leads to economic growth of the country. The new education policy 2020 has been approved by the union cabinet. The main agenda behind introducing the NEP is to promote skill based education and to enhance the practical skills of the students stated by the Minister Prakash Javadekar. In consideration of this, India is in the list of developing countries, to move ahead for taking place in the list of developed countries we should progress still more in technology, research, industrialization, business and new innovations and should also take an active part in those, the impact of these actions plays a major role in the countries progress. Hence NEP is obligatory to strengthen the innovation and research in the country. Meanwhile commerce education plays an extensive role in the education system because it builds most of the career option throughout the world. Commerce education is the mainstay for countries economy because commerce is totally dissimilar from other practice whereas it is related to industry, trade, accounts, business and administration etc., these are directly or indirectly contributes to the overall countries economy. As said by Cheesman, commerce education is a form of instructions that directly as well as indirectly prepares a businessman for his calling. Inherently commerce education tends to decorate commerce students with ample number of specialized skills which fabricate immense areas to build their career. This study compared to recognize how NEP will assist the higher secondary level in India. If commerce in higher education gets better rectified in Indian education system, evidently commerce will make Indian economy to feel better in upcoming days because commerce empowers the nation.


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 Keywords

Higher education, New Education Policy, Economic growth, career opportunities.

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  Paper Title: EFFECTIVE STUDY OF MACHINE LEARNING ALGORITHMS FOR CARDIOVASCULAR DISEASE PREDICTION

  Author Name(s): Naidu Subhasri, M.Sampath Kumar

  Published Paper ID: - IJCRT2011184

  Register Paper ID - 200888

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2011184 and DOI :

  Author Country : Indian Author, 530009, INDIA , VISAKHAPATNAM, INDIA , | Research Area: Science

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2011184
Published Paper PDF: download.php?file=IJCRT2011184
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2011184.pdf

  Your Paper Publication Details:

  Title: EFFECTIVE STUDY OF MACHINE LEARNING ALGORITHMS FOR CARDIOVASCULAR DISEASE PREDICTION

 DOI (Digital Object Identifier) :

 Pubished in Volume: 8  | Issue: 11  | Year: November 2020

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Science

 Author type: Indian Author

 Pubished in Volume: 8

 Issue: 11

 Pages: 1528-1534

 Year: November 2020

 Downloads: 1346

  E-ISSN Number: 2320-2882

 Abstract

Cardiovascular Disease (CVD) is most common disorder of heart and blood vessels, that rapidly increasing death rate every year. Heart is an important organ in human body used for pumping blood throughout the body. To predict this disease and to minimize the cost of clinical tests various Machine Learning algorithms and techniques are applied to different datasets used for Heart disease diagnosis and Health care industries. This paper analyzes how effectively and accurately the machine learning algorithms works to predict classifier models accuracy such as Ensemble Random Forest, Adaptive boosting, Decision Tree, Support vector machines, K-Nearest Neighbor, Naive Bayesian Classifier.


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Keywords: Cardiovascular Disease, Ensemble Random Forest, Adaptive boosting, Decision Tree, Support vector machines, k-Nearest Neighbor, Naive Bayesian Classifier, Accuracy.

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  Paper Title: EMPLOYABILITY ENRICHMENT THROUGH SKILL DEVELOPMENT

  Author Name(s): BHAVISHYA MATHUR

  Published Paper ID: - IJCRT2011183

  Register Paper ID - 200865

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2011183 and DOI :

  Author Country : Indian Author, 210204, India , CHITRAKOOT, India , | Research Area: Management

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2011183
Published Paper PDF: download.php?file=IJCRT2011183
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2011183.pdf

  Your Paper Publication Details:

  Title: EMPLOYABILITY ENRICHMENT THROUGH SKILL DEVELOPMENT

 DOI (Digital Object Identifier) :

 Pubished in Volume: 8  | Issue: 11  | Year: November 2020

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Management

 Author type: Indian Author

 Pubished in Volume: 8

 Issue: 11

 Pages: 1524-1527

 Year: November 2020

 Downloads: 1319

  E-ISSN Number: 2320-2882

 Abstract

In the growing economies , skills such as computer, communication, internet and advance digital skills are predictable to offer possible employees a major rim in securing their jobs and also protecting relatively high-paying jobs. There are number of International organizations that are making efforts on improving the people�s employability. The number of institutions offering various professional courses including management program is increasing significantly. At the same time the challenges to be met by graduates are also increasing at a faster pace. The various survey reports have brought in light that with the increase in quantity students there is a decrease in the average quality in terms of employability skill.


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In the growing economies , skills such as computer, communication, internet and advance digital skills are predictable to offer possible employees a major rim in securing their jobs and also protecting relatively high-paying jobs. There are number of International organizations that are making efforts on improving the people�s employability. The number of institutions offering various professional courses including management program is increasing significantly. At the same time the challenges

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  Paper Title: FACE RECOGNITION AND GEOLOCATION BASED AUTHORIZATION AND AUTHENTICATION: A SURVEY

  Author Name(s): Vivek Kumar, Harpreet Kaur, Sashank Shekhar, Beshraj Patel

  Published Paper ID: - IJCRT2011182

  Register Paper ID - 200797

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2011182 and DOI :

  Author Country : Indian Author, 823002, India , GAYA, India , | Research Area: Science & Technology

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2011182
Published Paper PDF: download.php?file=IJCRT2011182
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2011182.pdf

  Your Paper Publication Details:

  Title: FACE RECOGNITION AND GEOLOCATION BASED AUTHORIZATION AND AUTHENTICATION: A SURVEY

 DOI (Digital Object Identifier) :

 Pubished in Volume: 8  | Issue: 11  | Year: November 2020

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Science & Technology

 Author type: Indian Author

 Pubished in Volume: 8

 Issue: 11

 Pages: 1520-1523

 Year: November 2020

 Downloads: 1398

  E-ISSN Number: 2320-2882

 Abstract

For the past decades, information growth has taken over the internet and has made the task complex for handling or making secure and safe transaction of data. For security, Face recognition is one unique technique. This paper covers the detailed comparison of various research work. In addition, this paper also covers the detailed survey of Geo-location authentication, an another unique and frequently used technique. It is useful in authentication as well as authorization. In this paper, we discuss about the difference between available research on above topic, also provides an efficient approach of security with two step authentication using Face recognition and geo-locking.


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Face recognition, Geo-location, authentication, authorization.

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  Paper Title: EXPENDITURE ON ADULT CANCER PATIENTS WITH SPECIAL REFERENCE TO `GENDER` - A STUDY AT REGIONAL CANCER HOSPITAL

  Author Name(s): Dr. Mangesh Sidhewad, Dr. S.P Andurkar

  Published Paper ID: - IJCRT2011181

  Register Paper ID - 200887

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2011181 and DOI :

  Author Country : Indian Author, 431605, India , nanded, India , | Research Area: Medical Science

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2011181
Published Paper PDF: download.php?file=IJCRT2011181
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2011181.pdf

  Your Paper Publication Details:

  Title: EXPENDITURE ON ADULT CANCER PATIENTS WITH SPECIAL REFERENCE TO `GENDER` - A STUDY AT REGIONAL CANCER HOSPITAL

 DOI (Digital Object Identifier) :

 Pubished in Volume: 8  | Issue: 11  | Year: November 2020

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Medical Science

 Author type: Indian Author

 Pubished in Volume: 8

 Issue: 11

 Pages: 1509-1519

 Year: November 2020

 Downloads: 1311

  E-ISSN Number: 2320-2882

 Abstract

Background: Worldwide, around 1 million individuals develop cancer each year; this figure is expected to increase to 15 million in 2020. India has cancer related deaths around 7, 84,821, of which males are 9.81%, females 9.42%, Study in India show that if a patient is female, 73 % of the overall difference in cumulative expenditures [? 32,446 (PPP$12978)] is explained by gender difference in expenditures among patients suffering from common cancers. This gender differences, among common cancers vary by different demographic and economic characteristics. So, the present study is planned to study presence, magnitude and determinants of the expenditure differences with reference to gender. Objective: 1. To study the presence and magnitude of the expenditure differences 2. To study the factors associated with expenditure inequality with Reference to gender on adult cancer patients. 3. To calculate the average expenditure of female cancer patients Materials and Methods: The present community based cross sectional study is carried out in regional cancer hospital with objectives of studying to study the presence and magnitude of the expenditure differences, to study the factors associated with expenditure inequality, to calculate the average expenditure of female cancer patients with reference to gender with the help of predesigned questionnaire, we assessed socio-demographic data. (chi square, ANOVA, Tukey Post Hoc, t test was applied wherever required. P <0.05 was considered as statistically significant. Results: There is significant �gender� discrimination seen with total expenditure and at various levels of treatment (like IPD, OPD, Medical, Non-medical etc) in terms of expenditure.


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Keywords: Gender, expenditure differences, adults, cancer

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indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer