Electronic Supplementary Material 1 - Multivariable modeling of factors associated with spinal pain in young adolescence - Eur Spine J

Size: px
Start display at page:

Download "Electronic Supplementary Material 1 - Multivariable modeling of factors associated with spinal pain in young adolescence - Eur Spine J"

Transcription

1 Electronic Supplementary Material 1 - Multivariable modeling of factors associated with spinal pain in young adolescence - Eur Spine J Variable Name Unit Source Domain Scale # Min Q1 Median Q3 Max Possible levels number missing 1 Height cm Cont (9.27) 2 Weight kg Cont (0.23) 3 Thinness vs. Normal 4 Overweight/ obese vs. Normal Body mass index Cat 1 Thinness, Normal, Overweight/ obesity 5 Proportion of trunk length to body length 6 Hyperextension vs. Neutral 7 Flexion vs. Neutral 8 Leaningforward vs. Neutral 9 Sway-back vs. Neutral Sagittal knee alignment Global body alignment % 10 Trunk lean 11 Body lean 12 Generalized joint laxity 13 Pelvic tilt 14 Vertebral level of the lumbar apex 15 Spinal level iliac crest Cont (1.28) Cat 0 Flexion, Neutral, Hyperextension Cat 0 Neutral, Swayback, Leaningforward Cont (2.69) Cont (1.21) Cat 6 Yes, No Cont (4.18) Cont (0.80) Cont (0.79)

2 16 # of vertebrae included in lumbar lordosis 17 Lumbar lordosis 18 Sacral inclination 19 Vertebral level of the thoracic apex 20 # of vertebrae included in thoracic kyphosis 21 Thoracic kyphosis 22 Antero of the head 23 Thoracic spine posture in forward bend 24 Lumbar spine posture in forward bend 25 Sacral inclination in forward bend 26 Trunk inclination in forward bend 27 Flexion mobility of the thoracic spine 28 Flexion mobility of the lumbar spine 29 Thoracic spine posture in backward bend Cont (0.92) Cont (7.14) Cont (5.95) Cont (0.83) Cont (0.92) Cont (10.43) Cont (5.54) Cont (12.66) Cont (11.37) Cont [SQRT] (0.99) Cont (15.24) Cont (14.53) Cont (13.60) Cont (16.57)

3 30 Lumbar spine posture in backward bend 31 Sacral inclination in backward bend 32 Trunk inclination in backward bend 33 Extension mobility of the thoracic spine 34 Extension mobility of the lumbar spine Cont (10.77) Cont (12.55) Cont (9.51) Cont (14.11) Cont (9.27) Handedness Survey Cont 51 Right-handed, Left-handed 36 Gibbus Cat 8 Yes, No 37 Community education vs. privately run schools 38 publicly run schools vs. privately run schools Educational network (school) Socio Cat 0 Community education, publicly run schools, privately run schools 39 Chronological age years 40 Early vs. Maturity status Average classification + maturers 41 Late vs. Socio Cont (1.13) Socio Cat 6 Early maturers, Average maturers, Late maturers 3

4 Average maturers 42 Years from age at PHV 43 Percentage of adult stature 44 Predicted growth remaining years + % + cm + 45 Gender 46 * Menarchial status * 47 Technical Secondary vs. General education level 48 Vocational (school) vs. General 49 Family com 50 Family size # of children Educational attainment father Educational attainment mother Socio Cont (0.66) Socio Cont (2.63) Socio Cont (4.53) Socio Cat 0 Male, Female Socio Cat 10 Pre menarcheal, Post menarcheal Socio Cat 0 General, Technical, Vocational Socio Cat 45 Nuclear, Nonnuclear Socio Cont (1.40) Socio Cat 257 Lower education or less, Upper education, Higher education Socio Cat 263 Lower education or less, Upper 4

5 Employment status father Employment status mother Social class father Social class mother 51 activity Minutes/ week 52 Achieving the Health-norm education, Higher education Socio Cat 313 Inactive (housekeeping, retirement, disabled, unemployed, career interruption, daytime education), Active (fulltime or parttime) Socio Cat 292 Inactive (housekeeping, retirement, disabled, unemployed, career interruption, daytime education), Active (fulltime or parttime) ISCO88 Socio Cont 326 ISCO88 Socio Cont 330 FPAQ Lifestyle Cont Dutch Norm for Healthenhancing Activity (0.59) Lifestyle Cat 57 Yes, No 5

6 (, child) 53 Achieving the Fitnornorm Dutch Fit- Lifestyle Cat 59 Yes, No (, child) 54 Achieving the Survey (child) Lifestyle Cat 67 Yes, No Combi-norm 55 activity in leisure time Survey (child) Lifestyle Cat 45 Yes, No 56 Sedentary Hours/ FPAQ Lifestyle Cont behavior week (0.53) 57 Scholastic SPPA (1) Psychosocial Cont competence (2.92) 58 Social acceptance SPPA (1) Psychosocial Cont (3.15) 59 Athletic SPPA (1) Psychosocial Cont competence (3.43) 60 SPPA (1) Psychosocial Cont appearance (3.72) 61 Behavioral SPPA (1) Psychosocial Cont conduct (3.04) 62 Close friendship SPPA (1) Psychosocial Cont (2.90) 63 Global selfesteem RSES (2) Psychosocial Cont (3.24) 64 Attachment to IPPA (3) Psychosocial Cont peers (6.04) 65 Attachment to IPPA (3) Psychosocial Cont mother (6.45) 66 Attachment to IPPA (3) Psychosocial Cont father (7.69) 67 Vitality SVS (4) Psychosocial Cont (5.70) 68 Satisfaction with SWLS (5) Psychosocial Cont life (4.03) 69 Extraversion ABVK (6) Psychosocial Cont (4.15) 70 Neuroticism ABVK (6) Psychosocial Cont (6.77)

7 71 Depression DQC (7) Psychosocial Cont (6.97) 72 Affect PANAS (8) Psychosocial Cont (10.17) 73 Psychosomatic complaints Pain complaints Cont (0.26) LBP or TSP as outcome NP in the last month Pain complaints Cat 19 Yes, No 75 NP or TSP as outcome 74 NP as outcome 75 LBP as outcome LBP in the last month TSP in the last month Pain complaints Cat 0 Yes, No Pain complaints Cat 0 Yes, No Abbreviations: ABVK Amsterdamse Biografische Vragenlijst voor Kinderen [Amsterdam Biographical Questionnaire for Children]; Cat Categorical; Cont Continuous; DQC Depression Questionnaire for Children; FPAQ Flemish Activity Questionnaire; IPPA Inventory of Parent and Peer Attachment; ISCO 88 International Standard Classification of Occupations; LBP low back pain; NA not applicable; NP neck pain; pre-phv pre-peak height velocity; Q1 first quartile; Q3 third quartile; RSES Rosenberg Self-Esteem Scale; SPPA Self-Perception Profile for Adolescents; SVS Subjective Vitality Scale; SWLS Satisfaction with Life Scale; TSP thoracic spine pain. Legends: * variable included only in analyses among girls; variable included only in analyses among boys; variable not included in multivariate analyses because of number of missing values; logarithmic transformation was applied; [SQRT] square root transformation was applied. For variables where a transformation was applied, the summaries of the transformed variables are shown. (1) 7 separate subscales; scores per subscale range from 5 to 20 with high scores indicating high perceived competence; in the present study, the global self-worth subscale was not detained in order to avoid overlap with the RSES. (2) scores range from 0 to 30, high scores reflect high global self-esteem. (3) 3 scales representing the quality of the relationship with mother, father, and peers; scores per scale range from 12 to 48, with high scores indicating more secure attachment. (4) scores range from 7 to 35, with high scores reflecting enhanced feelings of aliveness and energy. In the present study, we provided less response categories when compared to the original format (5 vs. 7). (5) scores range from 5 to 25 and high scores indicate high satisfaction. In the present study, we provided less response categories when compared to the original format (5 vs. 7). (6) scales neuroticism and extraversion, scores range from 11 to 44 (neuroticism) and 8 to 32 (extraversion), with higher scores representing more neurotic lability and more extrovert personality, respectively. (7) scores range from 9 to 45, with high scores representing depressed mood. In the present study, we provided 5 response categories instead of the 2 provided in the original questionnaire format. (8) 2 scales representing positive and negative affect with scores ranging from 10 to 50 each, with an intense experience of the emotion as scores increase; we computed an affect-balance score by subtracting the negative from the positive affect score: the greater the excess of positive over negative affect, the higher the score. 7

1. Job offers to BA recipients Job offers for BA recipients on graduation: percent with at least one job Percent 100

1. Job offers to BA recipients Job offers for BA recipients on graduation: percent with at least one job Percent 100 1. Job offers to BA recipients Job offers for BA recipients on graduation: percent with at least one job 1 8 6 4 2 1988 1989 199 1991 1992 1993 1994 1995 1996 1998 1999 2 21 at least one job 56 67.3 68.1

More information

TherAdapt Products Inc. (800) phone (866) fax

TherAdapt Products Inc. (800) phone (866) fax TherAdapt Products Inc. (800) 261-4919 phone (866) 892-2478 fax www.theradapt.com Posture Chair Please read all of the following information before using this product. TherAdapt Products Inc. has designed

More information

Schooling Opportunities and Intergenerational Educational Mobility in Turkey. An IV Estimation Using Census Data

Schooling Opportunities and Intergenerational Educational Mobility in Turkey. An IV Estimation Using Census Data Schooling Opportunities and Intergenerational Educational Mobility in Turkey. An IV Estimation Using Census Data AYÇA AKARÇAY-GÜRBÜZ & SEZGIN POLAT Department of Economics, Galatasaray University Economic

More information

Gender Pay Report 2017

Gender Pay Report 2017 Gender Pay Report 2017 Introduction The gender pay gap measures the difference between men and women s average earnings and is expressed as a percentage of men s pay. According to the Office of National

More information

ABSTRACT. Keywords: Ergonomics design, anthropometry, chair, Kumasi Technical University, Ghana.

ABSTRACT. Keywords: Ergonomics design, anthropometry, chair, Kumasi Technical University, Ghana. ABSTRACT Ergonomics is about fit : the fit between people, the things they do, the objects they use and the environments they work in. Sitting at work on a comfortable seat advances the comfort, health,

More information

Proserv Gender Pay Gap Report 2017

Proserv Gender Pay Gap Report 2017 Proserv Gender Pay Gap Report 2017 INTRODUCTION Proserv is the fresh alternative in global energy services. We are a technology-driven company, providing product, services and bespoke solutions to clients

More information

Optima ZS Spinal Fixation System

Optima ZS Spinal Fixation System Surgical Technique Optima ZS Spinal Fixation System The low-profile, in-line, polyaxial pedicle screw system. Optima ZS Surgical Technique 1 Optima ZS Spinal Fixation System The Optima ZS Spinal Fixation

More information

Applied Anthropometry, Work-Space Design Part I Anthropometry (Chapter 13)

Applied Anthropometry, Work-Space Design Part I Anthropometry (Chapter 13) Applied Anthropometry, Work-Space Design Part I Anthropometry (Chapter 13) Prepared by: Ahmed M. El-Sherbeeny, PhD *(Adapted from Slides by: Dr. Khaled Al-Saleh) 1 Introduction Anthropometry Static Dimensions

More information

Gender Pay Gap Report 2017

Gender Pay Gap Report 2017 Gender Pay Gap Report 2017 cunninghamlindsey.com Introduction At Cunningham Lindsey we welcome the Government action to address the gender pay gap. We are committed to creating workplace diversity and

More information

THE IMPACT OF FREE PUBLIC INTERNET ACCESS IN NORTH WEST COMMUNITY LIBRARIES: USER S PERSPECTIVE. PRESENTED BY: Ms. M. LAKHENI Ms M. L.

THE IMPACT OF FREE PUBLIC INTERNET ACCESS IN NORTH WEST COMMUNITY LIBRARIES: USER S PERSPECTIVE. PRESENTED BY: Ms. M. LAKHENI Ms M. L. THE IMPACT OF FREE PUBLIC INTERNET ACCESS IN NORTH WEST COMMUNITY LIBRARIES: USER S PERSPECTIVE PRESENTED BY: Ms. M. LAKHENI Ms M. L. RAMAUBE Outline Abbreviations Introduction Background Objectives of

More information

Gender Pay Gap Report: 2018 Emerson Process Management Ltd

Gender Pay Gap Report: 2018 Emerson Process Management Ltd Gender Pay Gap Report: 2018 Emerson Process Management Ltd 0 Gender Pay Gap Report: 2018 Emerson Process Management Ltd Introduction Stuart Brown Vice President & General Manager, Emerson Process Management

More information

Development and Validation of Virtual Driving Simulator for the Spinal Injury Patient

Development and Validation of Virtual Driving Simulator for the Spinal Injury Patient CYBERPSYCHOLOGY & BEHAVIOR Volume 5, Number 2, 2002 Mary Ann Liebert, Inc. Development and Validation of Virtual Driving Simulator for the Spinal Injury Patient JEONG H. KU, M.S., 1 DONG P. JANG, Ph.D.,

More information

Concerted actions program. Appendix to full research report. Jeffrey Derevensky, Rina Gupta. Institution managing award: McGill University

Concerted actions program. Appendix to full research report. Jeffrey Derevensky, Rina Gupta. Institution managing award: McGill University Concerted actions program Appendix to full research report Jeffrey Derevensky, Rina Gupta Institution managing award: McGill University Gambling and video game playing among adolescents (French title:

More information

Sheffield United FC Gender Pay Gap 2017

Sheffield United FC Gender Pay Gap 2017 Sheffield United FC Gender Pay Gap 2017 SHEFFIELD UNITED Sheffield United Football Club is wholly committed to providing equal opportunities and encouragement for all within our industry. The Club adheres

More information

NHS Ipswich and East Suffolk CCG

NHS Ipswich and East Suffolk CCG CCG Profile version 0.32 PDF Created: 25/05/2012 NHS Ipswich and East Suffolk CCG Interim CCG code 06L Summary Statistics This CCG has 42 practices¹, based on those with a registered population in April

More information

NHS Islington CCG. Interim CCG code. This CCG has 43 practices¹, based on those with a registered population in April 2011.

NHS Islington CCG. Interim CCG code. This CCG has 43 practices¹, based on those with a registered population in April 2011. CCG Profile version 0.32 PDF Created: 25/05/2012 NHS Islington CCG Interim CCG code 08H Summary Statistics This CCG has 43 practices¹, based on those with a registered population in April 2011. Their total

More information

NHS Sutton CCG. Interim CCG code. This CCG has 29 practices¹, based on those with a registered population in April 2011.

NHS Sutton CCG. Interim CCG code. This CCG has 29 practices¹, based on those with a registered population in April 2011. CCG Profile version 0.32 PDF Created: 25/05/2012 NHS Sutton CCG Interim CCG code 08T Summary Statistics This CCG has 29 practices¹, based on those with a registered population in April 2011. Their total

More information

Pinewood Gender Pay Gap Report

Pinewood Gender Pay Gap Report GENDER PAY GAP REPORT 2017 Pinewood values its people and the contribution they make. We aim to create a working environment where everyone is valued equally, and all employees feel respected. In 2017,

More information

NHS West London (K&C & QPP) CCG

NHS West London (K&C & QPP) CCG CCG Profile version 0.32 PDF Created: 25/05/2012 NHS West London (K&C & QPP) CCG Interim CCG code 08Y Summary Statistics This CCG has 55 practices¹, based on those with a registered population in April

More information

GENDER PAY GAP REPORT 2017

GENDER PAY GAP REPORT 2017 GENDER PAY GAP REPORT 2017 MESSAGE FROM THE CHIEF EXECUTIVE The Briggs & Forrester Group, like many other companies in the Building Services and Construction sector currently experience a gender pay gap.

More information

CONTROLLED ASSESSMENT 1 INTRODUCTION TO DESIGNING AND MAKING

CONTROLLED ASSESSMENT 1 INTRODUCTION TO DESIGNING AND MAKING CONTROLLED ASSESSMENT 1 INTRODUCTION TO DESIGNING AND MAKING The task for this unit is for you to produce a prototype product, capable of evaluation and a concise portfolio of work to support the designing

More information

1. Why did you join the Walk n Talk for Your Life program? Please check all that apply.

1. Why did you join the Walk n Talk for Your Life program? Please check all that apply. Wa l k n Tal k Seniors Walk n Talk for your Life! for yo ur Lif e! Today s Date: Day / Month / Year Participant Number: First Name: Last Name: Date of Birth: Day / Month / Year Gender (M or F): I. Basic

More information

Gender Pay Gap Report. March 2018

Gender Pay Gap Report. March 2018 Gender Pay Gap Report March 2018 1 JBA Gender pay gap report March 2018 1 Statutory Calculations 1.1 Introduction In accordance with UK Government regulations Jeremy Benn Associates Ltd. have published

More information

Adolescents and Information and Communication Technologies : Use and a Risk of Addiction

Adolescents and Information and Communication Technologies : Use and a Risk of Addiction Jan Lašek, Petra Kalibová, Jana Andršová Czech Republic Adolescents and Information and Communication Technologies : Use and a Risk of Addiction DOI: 10.15804/tner.2016.44.2.06 Abstract The diffusion of

More information

Gender Pay Gap Report Redrow Homes Ltd

Gender Pay Gap Report Redrow Homes Ltd Gender Pay Gap Report 2018 Redrow Homes Ltd At Redrow we strive to recruit and retain a diverse workforce to ensure we have the supply of skills the business needs for the future. We continue to invest

More information

NISRA Merged Report. Area Profile Report. Created Friday, July 04, :54 PM. Page 1

NISRA Merged Report. Area Profile Report. Created Friday, July 04, :54 PM. Page 1 Area Profile Report Created Friday, July 04, 2014 1:54 PM Page 1 Area Profile of Enniskillen Neighbourhood Renewal Area (NRA) Enniskillen NRA covers the Galliagh Park, Rossory Church Road, Windmill Heights,

More information

Analysis of three dimensional torso shape and bodice pattern shape of young Japanese Women

Analysis of three dimensional torso shape and bodice pattern shape of young Japanese Women Analysis of three dimensional torso shape and bodice pattern shape of young Japanese Women Keiko WATANABE* Kyoto Women s University, Kyoto, Japan Abstract The purpose of this study was to clarify factors

More information

Prevalence of Gaming Addiction among Adolescents

Prevalence of Gaming Addiction among Adolescents Prevalence of Gaming Addiction among Adolescents Shilpa Singh Rohilla 1 1 Research Scholar, Department of Psychology, Panjab University, Chandigarh, India. Abstract: Based on the empirical analysis, present

More information

Example Report Station Community Engagement Survey

Example Report Station Community Engagement Survey Station Community Engagement Survey Report Prepared for: EXAMPLE REPORT INTRODUCTION About this Research The results shown in this report are based on the responses to the questionnaire that your station

More information

2. The value of the middle term in a ranked data set is called: A) the mean B) the standard deviation C) the mode D) the median

2. The value of the middle term in a ranked data set is called: A) the mean B) the standard deviation C) the mode D) the median 1. An outlier is a value that is: A) very small or very large relative to the majority of the values in a data set B) either 100 units smaller or 100 units larger relative to the majority of the values

More information

An Effort to Develop a Web-Based Approach to Assess the Need for Robots Among the Elderly

An Effort to Develop a Web-Based Approach to Assess the Need for Robots Among the Elderly An Effort to Develop a Web-Based Approach to Assess the Need for Robots Among the Elderly K I M M O J. VÄ N N I, A N N I N A K. KO R P E L A T A M P E R E U N I V E R S I T Y O F A P P L I E D S C I E

More information

BLACKBIRD Spinal System

BLACKBIRD Spinal System BLACKBIRD Spinal System Cervical-Thoracic Spinal Fixation System The ChoiceSpine BLACKBIRD Cervical-Thoracic Spinal Fixation System is a comprehensive system for posterior fixation of the cervical and upper

More information

Wellbeing: A Bottom Line Issue

Wellbeing: A Bottom Line Issue Issue 8 Wellbeing: A Bottom Line Issue How Feeling Good at Work Drives Business Performance About this issue Worker wellbeing is a hot topic and extends beyond measures of personal satisfaction or fulfillment.

More information

Manuscript and Product Submission

Manuscript and Product Submission Manuscript and Product Submission Procedures for Submitting a New Manuscript or Product Idea to National Center for Youth Issues Updated September 2017 Welcome! Interested in talking with us about a book

More information

Vertebral Body Derotation System Guide and Ordering Information

Vertebral Body Derotation System Guide and Ordering Information Vertebral Body Derotation System Guide and Ordering Information Introduction DePuy Spine continues to support the goal of providing solutions to surgeon challenges when treating spinal disorders. Collaborating

More information

Barnardo s Gender Pay Gap Report

Barnardo s Gender Pay Gap Report Barnardo s Gender Pay Gap Report December 2017 Contents Foreword 3 Our Pay Gap: What does it mean? 4 Barnardo s Gender Pay Gap 5 Statutory Information: Bonus Data 5 Our Gender Pay Gap: What does it show

More information

Evaluation and analysis of socioeconomic data collected from censuses. United Nations Statistics Division

Evaluation and analysis of socioeconomic data collected from censuses. United Nations Statistics Division Evaluation and analysis of socioeconomic data collected from censuses United Nations Statistics Division Socioeconomic characteristics Household and family composition Educational characteristics Literacy

More information

11 Wyner Statistics Fall 2018

11 Wyner Statistics Fall 2018 11 Wyner Statistics Fall 218 CHAPTER TWO: GRAPHS Review September 19 Test September 28 For research to be valuable, it must be shared, and a graph can be an effective way to do so. The fundamental aspect

More information

The six calculations that such employers are required to show are as follows:

The six calculations that such employers are required to show are as follows: Gender Pay Gap Report - 2017 Published March 2018 Background Under new legislation that came into force in April 2017, UK employers with more than 250 employees are required to publish their gender pay

More information

Probability and Counting Rules. Chapter 3

Probability and Counting Rules. Chapter 3 Probability and Counting Rules Chapter 3 Probability as a general concept can be defined as the chance of an event occurring. Many people are familiar with probability from observing or playing games of

More information

ALLIANCE HEALTHCARE MANAGEMENT SERVICES LIMITED

ALLIANCE HEALTHCARE MANAGEMENT SERVICES LIMITED ALLIANCE HEALTHCARE MANAGEMENT SERVICES LIMITED Gender Pay Gap Report As at April 2017 Member of Walgreens Boots Alliance A message from Julian The Gender Pay Gap Report for Alliance Healthcare is an additional

More information

Section 1.5 Graphs and Describing Distributions

Section 1.5 Graphs and Describing Distributions Section 1.5 Graphs and Describing Distributions Data can be displayed using graphs. Some of the most common graphs used in statistics are: Bar graph Pie Chart Dot plot Histogram Stem and leaf plot Box

More information

GENDER PAY GAP REPORT

GENDER PAY GAP REPORT GENDER PAY GAP REPORT 2017 Chilled Ambient Contract Packing www.culina.co.uk Bonded Culina Ambient Ltd - Gender Pay Summary Regulations 2017 and relates to 645 employees in post on 5 April 2017. Mean gender

More information

Video games: Factors associated with problem use. Nick Harris, PhD, R. Psych

Video games: Factors associated with problem use. Nick Harris, PhD, R. Psych Video games: Factors associated with problem use Nick Harris, PhD, R. Psych Original Video Games 1975: Pong played on Atari is released. Became very popular 1977-1980 s: Arcade games such as Pac-Man and

More information

20 Self-discrepancy and MMORPGs

20 Self-discrepancy and MMORPGs 20 Self-discrepancy and MMORPGs Testing the Moderating Effects of Identification and Pathological Gaming in World of Warcraft Jan Van Looy, Cédric Courtois, and Melanie De Vocht Introduction In the past

More information

1995 Video Lottery Survey - Results by Player Type

1995 Video Lottery Survey - Results by Player Type 1995 Video Lottery Survey - Results by Player Type Patricia A. Gwartney, Amy E. L. Barlow, and Kimberlee Langolf Oregon Survey Research Laboratory June 1995 INTRODUCTION This report's purpose is to examine

More information

15-388/688 - Practical Data Science: Visualization and Data Exploration. J. Zico Kolter Carnegie Mellon University Spring 2018

15-388/688 - Practical Data Science: Visualization and Data Exploration. J. Zico Kolter Carnegie Mellon University Spring 2018 15-388/688 - Practical Data Science: Visualization and Data Exploration J. Zico Kolter Carnegie Mellon University Spring 2018 1 Outline Basics of visualization Data types and visualization types Software

More information

Gender Pay Gap Reporting

Gender Pay Gap Reporting Gender Pay Gap Reporting The Cygnet Group of Companies A t Cygnet Health Care we welcome the annual requirement to publish data around our gender pay gap. This gives us an opportunity to show our commitment

More information

Identifying Personality Trait using Social Media: A Data Mining Approach

Identifying Personality Trait using Social Media: A Data Mining Approach e-issn 2455 1392 Volume 2 Issue 4, April 2016 pp. 489-496 Scientific Journal Impact Factor : 3.468 http://www.ijcter.com Identifying Personality Trait using Social Media: A Data Mining Approach Janhavi

More information

A survey for children and young people who have Education Health and Care Plans

A survey for children and young people who have Education Health and Care Plans A survey for children and young people who have Education Health and Care Plans Please tell us what you think. Who is this survey for? These questions are for children and young people who have an Education

More information

State of the Science Symposium

State of the Science Symposium State of the Science Symposium Virtual Reality and Physical Rehabilitation: A New Toy or a New Research and Rehabilitation Tool? Emily A. Keshner Department of Physical Therapy College of Health Professions

More information

Neighbourhood Profiles Census and National Household Survey

Neighbourhood Profiles Census and National Household Survey Neighbourhood Profiles - 2011 Census and National Household Survey 8 Sutton Mills This neighbourhood profile is based on custom area tabulations generated by Statistics Canada and contains data from the

More information

Presentation outline

Presentation outline International training workshop R&D and Innovation Statistics Moscow, 23-24 May 2011 Laudeline Auriol, OECD Presentation outline Historical perspective Organisation and coverage of OECD work on S&T statistics

More information

OPITO. The Youth Perception of a Career in the Oil and Gas Industry

OPITO. The Youth Perception of a Career in the Oil and Gas Industry OPITO The Youth Perception of a Career in the Oil and Gas Industry 2016 Contents Executive Summary 3 Gender of Participants 4 Figure 1: Gender of Participants 4 Awareness of Roles and Career Options in

More information

CONSTRUCTION OF SOCIAL CLASS VARIABLES

CONSTRUCTION OF SOCIAL CLASS VARIABLES ESRC Research Project on Education and Youth Transitions in England, Wales and Scotland, 1984-2002 Working Paper 4 CONSTRUCTION OF SOCIAL CLASS VARIABLES Linda Croxford Centre for Educational Sociology,

More information

Neighbourhood Profiles Census and National Household Survey

Neighbourhood Profiles Census and National Household Survey Neighbourhood Profiles - 2011 Census and National Household Survey 1 Sharpton/Glenvale This neighbourhood profile is based on custom area tabulations generated by Statistics Canada and contains data from

More information

Chaloemphon Meechai 1 1

Chaloemphon Meechai 1 1 A Study of Factors Affecting to Public mind of The Eastern University of Management and Technology in Faculty Business Administration students Chaloemphon Meechai 1 1 Office of Business Administration,

More information

Mathematicsisliketravellingona rollercoaster.sometimesyouron. Mathematics. ahighothertimesyouronalow.ma keuseofmathsroomswhenyouro

Mathematicsisliketravellingona rollercoaster.sometimesyouron. Mathematics. ahighothertimesyouronalow.ma keuseofmathsroomswhenyouro Mathematicsisliketravellingona rollercoaster.sometimesyouron Mathematics ahighothertimesyouronalow.ma keuseofmathsroomswhenyouro Stage 6 nalowandshareyourpracticewit Handling Data hotherswhenonahigh.successwi

More information

1997 Annual Surveys of Journalism & Mass Communication Survey of Enrollments Survey of Graduates

1997 Annual Surveys of Journalism & Mass Communication Survey of Enrollments Survey of Graduates 1997 Annual Surveys of Journalism & Mass Communication Survey of Enrollments Survey of Graduates Sponsors: AEJMC, ASJMC Council of Affiliates of AEJMC The Freedom Forum National Association of Broadcasters

More information

Independence Is The Word

Independence Is The Word Problem 1 Simulating Independent Events Describe two different events that are independent. Describe two different events that are not independent. The probability of obtaining a tail with a coin toss

More information

Developing better measures of gender equality in STEM: the UNESCO SAGA Project

Developing better measures of gender equality in STEM: the UNESCO SAGA Project Developing better measures of gender equality in STEM: the UNESCO SAGA Project Gender Summit 9 - Europe 8 November 2016 Martin Schaaper Chief of Section, Science, Culture and Communication statistics UNESCO

More information

Family Communication Survey

Family Communication Survey Please do not write in this box: ID: Family: Family Communication Survey The purpose of this survey is to determine the characteristics of communication between parents and their adolescent children. Please

More information

GENDER PAY GAP REPORT

GENDER PAY GAP REPORT GENDER PAY GAP REPORT 2017 01.04.18 Stanley Black & Decker UK Ltd Is required by law to publish an annual gender pay gap report. Within the Stanley Black & Decker UK Ltd remit, the following entities are

More information

SAGA Gap Analysis of STI Policies for Gender Equality in Latin America and the Caribbean

SAGA Gap Analysis of STI Policies for Gender Equality in Latin America and the Caribbean SAGA Gap Analysis of STI Policies for Gender Equality in Latin America and the Caribbean Gender Summit 8 North & Latin America 2016 28 29 April, Mexico City Ernesto Fernández Polcuch, SAGA Steering Committee

More information

10 Wyner Statistics Fall 2013

10 Wyner Statistics Fall 2013 1 Wyner Statistics Fall 213 CHAPTER TWO: GRAPHS Summary Terms Objectives For research to be valuable, it must be shared. The fundamental aspect of a good graph is that it makes the results clear at a glance.

More information

Fabrication Manual. Fillauer II Standing Frame from Fillauer LLC

Fabrication Manual. Fillauer II Standing Frame from Fillauer LLC Fabrication Manual Fillauer II Standing Frame from Fillauer LLC Components List A B Back Support Elastic Chest Corset C Gluteal Panel D E F G H I Side Struts Knee Support Assembly Base Bracket Tip Prevention

More information

Survey on psychosocial factors in the workplace, Company XXX

Survey on psychosocial factors in the workplace, Company XXX Survey on psychosocial factors in the workplace, Company XXX Online at www.companyxxx.copsoq.de German standard version of COPSOQ (Copenhagen Psychosocial Questionnaire) Generally results will be shown

More information

Influencer Poll Report

Influencer Poll Report JUNE 2005 OVERVIEW REPORT 2 0 0 5 Influencer Poll Report REPORT DOCUMENTATION PAGE Form Approved OMB No. 0704-0188 The public reporting burden for this collection of information is estimated to average

More information

Radio s Socio-Economic Impact

Radio s Socio-Economic Impact Radio s Socio-Economic Impact (COMMENT: THE DATA BELOW CONFIRMS THE FINDING OF THE 2009 NIELSEN/CRE STUDY THAT SHOWED THAT RADIO USE WAS HIGHER AMONG THOSE WITH MORE EDUCATION AND HIGHER INCOMES, WHEREAS

More information

K.R.N.SHONIWA Director of the Production Division Zimbabwe National Statistics Agency

K.R.N.SHONIWA Director of the Production Division Zimbabwe National Statistics Agency Information and Communication Technology (ICT) Household Survey 2014: Zimbabwe s Experience 22 November 2016 Gaborone, Botswana K.R.N.SHONIWA Director of the Production Division Zimbabwe National Statistics

More information

Some Indicators of Sample Representativeness and Attrition Bias for BHPS and Understanding Society

Some Indicators of Sample Representativeness and Attrition Bias for BHPS and Understanding Society Working Paper Series No. 2018-01 Some Indicators of Sample Representativeness and Attrition Bias for and Peter Lynn & Magda Borkowska Institute for Social and Economic Research, University of Essex Some

More information

CIVILIAN PERSONAL HISTORY FORM

CIVILIAN PERSONAL HISTORY FORM CIVILIAN PERSONAL HISTORY FORM Personal information on this form is being collected pursuant to Section 29 of the Municipal Freedom of Information and Protection of Privacy Act and under the authority

More information

Sample test questions All questions

Sample test questions All questions Ma KEY STAGE 3 LEVELS 3 8 Sample test questions All questions 2003 Contents Question Level Attainment target Page Completing calculations 3 Number and algebra 3 Odd one out 3 Number and algebra 4 Hexagon

More information

Questionnaire for those who participated or are currently participating in an exchange program in Japan from

Questionnaire for those who participated or are currently participating in an exchange program in Japan from 1 of 6 2/3/2011 8:18 AM Powered By: Skylight Matrix Survey System Questionnaire for those who participated or are currently participating in an exchange program in Japan from 1999-2010 Program Evaluation

More information

Supine Stander 3 by Jenx A robust, supported, supine standing system for children aged 10 years adults

Supine Stander 3 by Jenx A robust, supported, supine standing system for children aged 10 years adults Seating Standing Sleeping Therapy Supine Stander 3 by Jenx A robust, supported, supine standing system for children aged 10 years adults Always Supportive... Jenx Limited, Wardsend Road, Sheffield S6 1RQ,

More information

NCSS Statistical Software

NCSS Statistical Software Chapter 147 Introduction A mosaic plot is a graphical display of the cell frequencies of a contingency table in which the area of boxes of the plot are proportional to the cell frequencies of the contingency

More information

Usability and ergonomics in medical equipment

Usability and ergonomics in medical equipment Usability and ergonomics in medical equipment Osvalder, A-L., Bligård, L-O Division of Design, Chalmers University of Technology, SE-412 96 Göteborg, Sweden e-mail: alos@chalmers.se In the area of healthcare,

More information

WHO/PRP/11.1 ENGLISH ONLY MEDIUM-TERM STRATEGIC PLAN INTERIM ASSESSMENT

WHO/PRP/11.1 ENGLISH ONLY MEDIUM-TERM STRATEGIC PLAN INTERIM ASSESSMENT WHO/PRP/11.1 ENGLISH ONLY MEDIUM-TERM STRATEGIC PLAN 2008 2013 INTERIM ASSESSMENT The colour coding used in this document for all graphs and tables (except for the graphs on the priorities using a relative

More information

Manual Scoring Instructions for QOL-B Version 3.1

Manual Scoring Instructions for QOL-B Version 3.1 Manual Scoring Instructions for QOL-B Version 3.1 Step 1: Item-by-item responses The values assigned to participants responses for each question are listed below. Enter them on the Item-by-Item Worksheet.

More information

The World of Work. This is an survey, NOT a test. Place a check mark in the column that indicates your honest response for each of the items.

The World of Work. This is an survey, NOT a test. Place a check mark in the column that indicates your honest response for each of the items. What do I know about... The World of Work Name Date This is an survey, NOT a test. Place a check mark in the column that indicates your honest response for each of the items. DIS DIS 1. Following the High

More information

Foreword Baljinder Kang

Foreword Baljinder Kang Gender Pay Gap 2017 Foreword At Midland Heart, we have a diverse workforce, which reflects our customers and the communities we serve. Being inclusive has always been at the very core of our organisation,

More information

Gender Pay Gap Inquiry. The Royal Society of Edinburgh

Gender Pay Gap Inquiry. The Royal Society of Edinburgh Gender Pay Gap Inquiry The Royal Society of Edinburgh Summary The Gender Pay Gap is a persistent factor in the Scottish economy, as it is in all major advanced economies Over the past decades there has

More information

General Questionnaire

General Questionnaire General Questionnaire CIVIL LAW RULES ON ROBOTICS Disclaimer This document is a working document of the Committee on Legal Affairs of the European Parliament for consultation and does not prejudge any

More information

MA 180/418 Midterm Test 1, Version B Fall 2011

MA 180/418 Midterm Test 1, Version B Fall 2011 MA 80/48 Midterm Test, Version B Fall 20 Student Name (PRINT):............................................. Student Signature:................................................... The test consists of 0

More information

Status: Information Discussion Assurance Approval

Status: Information Discussion Assurance Approval Report to: Workforce Committee Agenda item: Date of Meeting: 26 March 2018 Report Title: Gender Pay Gap 2018 Salisbury NHS Foundation Trust Status: Information Discussion Assurance Approval X Prepared

More information

THE VALUE OF MARINE RESOURCES AND MARINE PROTECTED AREAS: THROUGH THE EYES OF THE COMMUNITY MEMBERS

THE VALUE OF MARINE RESOURCES AND MARINE PROTECTED AREAS: THROUGH THE EYES OF THE COMMUNITY MEMBERS THE VALUE OF MARINE RESOURCES AND MARINE PROTECTED AREAS: THROUGH THE EYES OF THE COMMUNITY MEMBERS Liberty N. Espectato and Ruby P. Napata College of Fisheries and Ocean Sciences University of the Philippines

More information

Methodology for involving elderly people in social networking

Methodology for involving elderly people in social networking Methodology for involving elderly people in social networking Claudia Hildebrand Institute for Biological and Medical Imaging WG Medis Medical Informationsystems Content Introduction to the project Overwiew

More information

WORK ORDER. Good Measure Designs, Inc.

WORK ORDER. Good Measure Designs, Inc. THE CASE STUDY WORK ORDER Good Measure Designs, Inc. TO: All designers DATE: April 12, 2018 SUBJECT: Signing of a contract with the municipal library We are proud to announce that we have just signed an

More information

SURVEY OF OFFENDER BARRIERS TO REENTRY AND EMPLOYMENT

SURVEY OF OFFENDER BARRIERS TO REENTRY AND EMPLOYMENT SURVEY OF OFFENDER BARRIERS TO REENTRY AND EMPLOYMENT NAME INMATE # FACILITY DATE This survey is constructed to help you find and recognize potential roadblocks that may keep you from getting the job you

More information

HOME SCINCE CURRICULUM

HOME SCINCE CURRICULUM HOME SCINCE CURRICULUM 1. Rationale At no time in history the demands of humans begins have been as diverse as they are today. The individuals are constantly faced with problems of change. They have to

More information

WORK ORDER. Good Measure Designs, Inc.

WORK ORDER. Good Measure Designs, Inc. THE CASE STUDY Anyone who works sitting down knows what it s like to have back pain. Thanks to ergonomics, it is now possible to have chairs that are designed to help prevent such discomfort. The field

More information

Interaction Design -ID. Unit 6

Interaction Design -ID. Unit 6 Interaction Design -ID Unit 6 Learning outcomes Understand what ID is Understand and apply PACT analysis Understand the basic step of the user-centred design 2012-2013 Human-Computer Interaction 2 What

More information

Gender Pay Gap. April 2018

Gender Pay Gap. April 2018 Gender Pay Gap April 2018 All companies with more than 250 employees are required to publish their gender pay gap data. We provide water and sewerage services to around 5 million homes and 140,000 businesses

More information

Spring Give Yourself a Body Hug

Spring Give Yourself a Body Hug Spring 2013 Give Yourself a Body Hug Copyright 2013 Give Yourself a Body Hug Whether you need some comfort and cushion on your tush, back, neck, or legs... give yourself a body hug. Your body and soul

More information

Robin Gaines Lanzi, PhD, MPH

Robin Gaines Lanzi, PhD, MPH Robin Gaines Lanzi, PhD, MPH SAAFE: Sexually Active Adolescent Focused Education Mobile Based Game to Promote Healthy Sexual Practices CFAR Behavioral and Community Science Core mhealth Panel: Innovative

More information

WHOQOL-HIV BREF MENTAL HEALTH: EVIDENCE AND RESEARCH DEPARTMENT OF MENTAL HEALTH AND SUBSTANCE DEPENDENCE WORLD HEALTH ORGANIZATION GENEVA

WHOQOL-HIV BREF MENTAL HEALTH: EVIDENCE AND RESEARCH DEPARTMENT OF MENTAL HEALTH AND SUBSTANCE DEPENDENCE WORLD HEALTH ORGANIZATION GENEVA WHO/MSD/MER/Rev.2012.02 English only WHOQOL-HIV BREF MENTAL HEALTH: EVIDENCE AND RESEARCH DEPARTMENT OF MENTAL HEALTH AND SUBSTANCE DEPENDENCE WORLD HEALTH ORGANIZATION GENEVA Domain 1 (6-Q3) + (6-Q4)

More information

AQA Qualifications. GCSE Mathematics. Unit H Mark scheme H June Version 1: Final mark scheme

AQA Qualifications. GCSE Mathematics. Unit H Mark scheme H June Version 1: Final mark scheme AQA Qualifications GCSE Mathematics Unit 1 43601H Mark scheme 43601H June 2015 Version 1: Final mark scheme Mark schemes are prepared by the Lead Assessment Writer and considered, together with the relevant

More information

Exposure to Effects of Violent Video Games: Desensitization. Valentine Anton. Algoma University

Exposure to Effects of Violent Video Games: Desensitization. Valentine Anton. Algoma University Running head: EXPOSURE TO EFFECTS OF VIOLENT VIDEO GAMES 1 Exposure to Effects of Violent Video Games: Desensitization Valentine Anton Algoma University EXPOSURE TO EFFECTS OF VIOLENT VIDEO GAMES 2 Abstract

More information

TOWARDS A BETTER UNDERSTANDING OF ICT APPROPRIATION: THE BENEFITS OF A CLUSTERING APPROACH

TOWARDS A BETTER UNDERSTANDING OF ICT APPROPRIATION: THE BENEFITS OF A CLUSTERING APPROACH TOWARDS A BETTER UNDERSTANDING OF ICT APPROPRIATION: THE BENEFITS OF A CLUSTERING APPROACH Pieter Verdegem, Ph.D. Research Group for Media & ICT [MICT] Ghent University [UGent] Interdisciplinary Institute

More information

Developed by Mary Ellen Copeland PO Box 301, West Dummerston, VT

Developed by Mary Ellen Copeland PO Box 301, West Dummerston, VT 1 There are three parts to this study of Mental Health Recovery. They are: 1. Key recovery concepts and issues that need attention. Hope Personal responsibility Education Self-advocacy Support Getting

More information