Interviewer Variance and its Effects on Estimates and Analyses
|
|
- Alexandra Greer
- 6 years ago
- Views:
Transcription
1 Interviewer Variance and its Effects n Estimates and Analyses Geert Lsveldt, Celine Wuyts, Ken Beullens Centre fr Scilgical Research
2 Outline Intrductin Tw appraches t evaluate interviewer effects The basic mdels A tw and a three level randm intercept mdel Presentatin f tw Cases Evaluatin f interviewer effects n the measurement f alchl cnsumptin in Eurpean cuntries Evaluatin f interviewer effects n attitudinal variables Discussin
3 Intrductin Evaluatin f interviewer effects is part f survey data quality assessment Tw appraches Interactin analysis f questin-answer sequences Deviances f the straightfrward interactin Interviewer behavir and related measurement errrs Interviewer variance analysis Dep Var= substantive variable; Indep Var= Interviewers Intra class crrelatin: prprtin f explained variance Only ne type f interviewer effect: differences between interviewers in the systematic effects f each interviewer n the answers
4 basic mdels Tw level hierarchical data structure: Respndents are nested within interviewers Tw level randm intercept (null) mdel Y ij Yij 0 j 0 j j ij 0 j ij intercept fr interviewer j residual errr term fr respndent i; variance an interviewer-specific part f the intercept ;variance Interviewer effects= intra class crrelatin cefficient: int 2 u 2 u 2 e
5 Interviewer effects= intra class crrelatin cefficient: int 2 u Expressin f the hmgeneity f the respnses btained by the same interviewer Interviewers create additinal clustering in the data Impact n the interviewer design effect: deff r deff int ' int 2 u Variance inflatin due t interviewer effects 2 e 1 ( m 1) Var( y) Var( y) clu sint srs int
6 Three level hierarchical data structure: Repeated measurements at the lwest level nested within respndents and respndents are nested within interviewers Three level randm intercept (null) mdel With ; unique part f the intercept at the interviewer level the respndent level and the errr at the measurement level Intra class crrelatin cefficient at respndent and interviewer level:
7 Cases 1: Evaluatin f interviewer effects n the measurement f alchl cnsumptin in Eurpean cuntries Survey are used t cllect data abut alchl cnsumptin Data: Seventh rund f Eurpean Scial Survey (2014) Questins abut frequency and amunt f cnsumptin Cmbinatin f standardizatin and lcal adaptatin Difficult cncepts: typical frequency and standard drinks Lng recall perid: last twelve mnths Sensitive tpic Difficult questins abut a sensitive tpic risk fr interviewer effects
8 Variables One year abstinence: 1= n alchl cnsumptin during the last 12 mnths Frequent drinking: 1 = nn-abstaining respndents answering daily r Several times a week t the frequency f alchl cnsumptin (last 12 mnths) Amunt f alchl cnsumed n weekdays The amunt f beverage-quantity cmbinatins (e.g. glass f wine) during the last weekday respndents were drinking Unit: gram alchl Fr nn-abstaining respndents Amunt f alchl cnsumed n a weekend day
9 ICC s fr the alchl variables Cuntry One-year abstinence Frequent drinking Amunt cnsumed weekday Amunt cnsumed weekend AT BE CH CZ DE DK EE ES FI FR GB HU IE IL LT NL NO PL PT SE SI
10 The impact f interviewer effects n the evaluatin f the effect f gender n alchl cnsumptin Effect f gender n alchl cnsumptin The fixed effect mdel In all cuntries: wmen s alchl cnsumptin is substantially lwer in bth frequency and quantity A randm intercept mdel: Interviewer effects are taken int accunt Gender effects d nt change in directin and significant status
11 Estimated standard errrs fr the effect f gender in the fixed (blue) and randm intercept mdel (green) One-year abstinence FE and RI standard errr Frequent drinking FE and RI standard errr
12 The impact f interviewer effects n the evaluatin f the effect f educatin n alchl cnsumptin Binary variable: with and withut a degree f higher educatin The fixed effect mdel Educatinal level is differently related t the different dimensins f alchl cnsumptin In all cuntries: higher educatinal level: less likely t have abstained frm alchl In mst cuntries: higher educatinal level: mre likely t drink several times a week but smaller amunts A randm intercept mdel: A few f the bserved effects change in statistical significance status
13 Cases 2 : Evaluatin f interviewer effects n attitudinal variables Data ESS rund 7 Fur list f items (11 pint scales) abut different substantive tpics: A1: Trust in plitical institutins (7 items) A2: Satisfactin with (6 items, e.g. present state f ecnmy) A3: Imprtance f qualificatins fr freigners (6 items) A4: Apprecatin fr the plitical system (6 items)
14 Mean ICC fr fur list f attitudinal items A1 A2 A3 A4 Austria Belgium Switzerland Czech Republic Germany Denmark Estnia Spain Finland France United Kingdm Hungary Ireland Israel Lithuania the Netherlands Nrway Pland Prtugal Sweden Slvenia
15 Evaluatin f interviewer effects n (nn)-differentiatin Assumptin: respnse differentiatin n 11 pint scales Respnse style f nn-differentiatin r straightlining Can interviewers influence this respnse style and hw can we disentangle interviewer effects and respndent effects? Measurement f nn-differentiatin: Average deviatin between the current answer f a respndent as cmpared t the answer n the questin that precisely precedes it E.g. 6,7,8,6,6,6,4; deviatins are: NA,1,1,2,0,0,2 average deviatins 6/6=1
16 Hw can we separately evaluate interviewer effects and respndent effects? Repeated measurement mdel Three repeated measurements f nn-differentiatin Lists: A1, A2 and A3 Three level mdel: repeated measurement are nested within respndents and respndents within interviewers Variance cmpnent fr interviewers and respndents prprtin f explained variance by respndents (ICC_Resp) and by interviewers (ICC_int)
17 ICC-resp and ICC_int fr nn-differentiatin A1 A2 A3 A4 ICC.resp ICC.int Austria Belgium Switzerland Czech Republic Germany Denmark Estnia Spain Finland France United Kingdm Hungary Ireland Israel Lithuania the Netherlands Nrway Pland Prtugal Sweden Slvenia
18 Evaluatin f interviewers impact n nn-differentiatin n the crrelatin between attitudinal variables Interviewer effects n nn-differentiatin f respnses Nn differentiated answers that remain at the same side f the mean f the items will frce higher crrelatins Questin: What s the impact f the interviewer tendency t btain mre r less differentiated answers n the crrelatin between items f anther list Expectatin: Higher crrelatins fr interviewers with respndents that differentiate less
19 Analysis: Mean scre f nn-differentiatin fr each interviewer based n the three sets f items (A1,A2,and A3) Quintiles f the distributin f mean scres 5 grup f interviewers: Grup 1: 20% f interviewers with respndents with the lwest mean scre fr nn differentiatin Grup 5: 20% f interviewers with respndents with the highest mean scre fr nn differentiatin Average crrelatin between any tw items f 6 items f A4 fr the five grups f interviewers
20 Mean crrelatins between 6 items fr 5 grups f interviewers
21 Discussin High intra class crrelatins fr behaviral and attitudinal questins Large differences between cuntries Part f data quality assessment in a crss natinal surveys Detectin f gd and bad practices f interviewer training and fieldwrk mnitring Results underline the imprtance f training and fieldwrk mnitring
22 Discussin Interviewer effects have an influence n: effect parameters and standard errrs influence n substantial cnclusins Respnse style: (nn)-differentiatin nt nly a matter f respnse behavir Crrelatins between items results f statistical prcedures using crrelatin and cvariance matrices T reduce nn-differentiatin and the interviewer s impact: Scatter the items f ne cnstruct ver the questinnaire?
23 Thank yu.
Update of trade weights data underlying the EERs and HCIs
August 2017 Update of trade weights data underlying the EERs and HCIs The trade weights underlying the calculation of the effective exchange rates (EERs) of the euro and the harmonised competitiveness
More informationPIN Flash 18 - Background tables
PIN Flash 18 - Background tables Definition of deaths on urban/rural rural roads How the urban/rural distinction is made in the statistics that your country provides to CARE CARE Deaths on rural roads
More informationGrade 11 Performance Task
Thermmeter Crickets 1. Classrm Activity 2. Student Task 3. Task Specificatins 4. Scring Rubric Classrm Activity Nte: Since perfrmance tasks span different parts f the assessment system (summative, interim,
More informationRACEHPR2 (RACE UCLA CHPR DEFINTION, 2007 and later) CHIS RACEHPR (RACE - UCLA CHPR DEFINITION, 2001 to 2005) CHIS 2001, 2003, 2005
Race and Ethnicity using the Califrnia Health Interview Survey (CHIS) The Califrnia Health Interview Survey (CHIS) cntains rich and detailed racial and ethnic infrmatin abut Califrnia s diverse ppulatin.
More informationTraffic Safety Basic Facts 2008
Urban road fatalities were reduced by more than 29% between 1997 and 2006. In 2006, more than 8.100 persons died in road accidents inside urban areas in the EU-14. This corresponds to 33,2% of all the
More informationTraffic Safety Basic Facts 2008
More than 5.000 people died in road traffic accidents involving HGVs in 2006 1 (EU-14 plus the Czech Republic, Estonia, Hungary Malta and Poland) Traffic Safety Basic Facts 2008 and Buses (HGVs) are defined
More informationPremium T-Shirt. Premium T-Shirt -KIDS. T-Shirt Lady Fashion. Price Public 29,00 Availability: 5 to 7 work days
Premium T-Shirt Price Public 29,00 Cotton Oficial KEYSI T-shirt Premium T-Shirt -KIDS Price Public 24,00 KIDS Cotton Oficial KEYSI T-shirt T-Shirt Lady Fashion Price Public 29,00 Cotton Oficial KEYSI T-shirt
More informationFCS Bowl. Determined at the national level. For more information, please visit
FCS Bwl Descriptin: Entries: State Awards: Natinal Awards: Participants will wrk as a team t answer varius cnsumer and life skills riented questins. Teams shuld cnsist f fur members and may have ne alternate.
More informationTraffic Safety Basic Facts Main Figures. Traffic Safety Basic Facts Junctions
Traffic Safety Basic Facts 2013 - Main Figures Traffic Safety Basic Facts 2016 Junctions General In 2014, about 26.000 people were killed in road accidents throughout the EU; at least 5.000 of whom were
More informationTraffic Safety Basic Facts 2008
In 2006 1, more than 4.700 seniors died in road traffic accidents in 14 European countries. Fatalities of elderly people in road traffic accidents reduced by over 3 between 1997 and 2006. Traffic Safety
More informationPosting of workers in the European Union and EFTA countries : Report on A1 portable documents issued in 2010 and 2011
EUROPEAN COMMISSION Employment, Social Affairs and Inclusion DG Analysis, Evaluation, External Relations Employment Analysis Posting of workers in the European Union and EFTA countries : Report on A1 portable
More informationUnderstanding IRB Office of Research Integrity
Understanding IRB Office f Research Integrity Federal Definitins Research: A systematic investigatin, including research develpment, testing and evaluatin, designed t develp r cntribute t generalizable
More informationLognormal Model for Call-Center Service Times and Hazard Rate Functions
Service Engineering - Recitatin 9 Lgnrmal Mdel fr Call-Center Service Times and Hazard Rate Functins Part 1. Service Times lgnrmal? (p.2-13) Part 2. Hazard Rate (p.14-18) Part 1. Service Times lgnrmal?
More informationTraffic Safety Basic Facts 2011
Urban areas Fatalities on urban roads were reduced by 32% between 2000 and 2009. In 2009, about 12.300 people died in traffic accidents on urban roads in the EU-19. This corresponds to 38% of all road
More informationCountry fact sheet Germany
Country fact sheet Germany ESRA 2015 results The ESRA project is a joint initiative of research institutes in 17 European countries aiming at collecting comparable national data on road users opinions,
More informationTraining Teams and Selection Criteria:
January 17, 2019 Biathln Canada 2019-2020 Training Selectin Criteria Intrductin: The purpse f this dcument is t define the selectin criteria fr athletes t be selected fr a Training. A Training is a grup
More informationHeavy Goods Vehicles and Buses
Traffic Safety Basic Facts 2013 - Main Figures Traffic Safety Basic Facts 2015 Heavy Goods Vehicles and Buses General More than 4.000 people died in road accidents involving HGVs in 2013. Heavy Goods Vehicles
More informationTraffic Safety Basic Facts 2010
Overall frequencies On ROU areas frequencies Roads During the last decade, more than 174000 people died in accidents on roads (54% of all road traffic fatalities). More than 174.000 people were killed
More informationTime series of Staff PPPs
Luxembourg, 28 August 2013 Unit C3 A64/13/12 Meeting of the Working Group on Article 64 of the Staff Regulations Luxembourg, 27 th September 2013 Bech Building Room "Ampère" 9.30 a.m. Time series of Staff
More informationTraffic Safety Basic Facts 2012
Urban areas Fatalities on urban roads were reduced by 39% between 2001 and 2010. In 2010, about 10.830 people died in traffic accidents on urban roads in the EU-19. This corresponds to 38% of all road
More informationRevolucionando la promoción turística en el mundo online. Octubre 2015
Revlucinand la prmción turística en el mund nline Octubre 2015 Travellers Lking Fr Inspiratin & Ideas Time fr yu t influence and guide their decisins TRIPADVISOR: THE LEADER IN TRAVELLER KNOWLEDGE POWER
More informationDeliverable D3.2 Assembly of Basic Fact Sheets 2010
Road Safety Data, Collection, Transfer and Analysis Deliverable D3.2 Assembly of Basic Fact Sheets 2010 Please refer to this report as follows: Broughton, J and Knowles, J (2011) Assembly of Basic Fact
More informationTraffic Safety Basic Facts 2012
Roads outside urban areas During the last decade, more than 206000 people died in accidents on roads outside urban areas (53% of all road traffic fatalities). More than 206.000 people were killed in traffic
More information24 November 2017, Nyon, Switzerland. 2017/18 UEFA European Women s Under-17 and Women s Under-19 Championships. Elite round draws
November 07, Nyon, Switzerland 07/8 UEFA European Women s Under-7 and Women s Under-9 Championships Elite round draws DRAW PROCEDURE Elite rounds th UEFA European Women s Under-7 and 7th UEFA Women s Under-9
More informationATHLETICS AUSTRALIA SELECTION POLICY WORLD CROSS COUNTRY CHAMPIONSHIPS AARHUS, DENMARK 30 MARCH 2019
Athletic Australia Selectin Plicy 2019 Wrld Crss Cuntry Champinships ATHLETICS AUSTRALIA SELECTION POLICY WORLD CROSS COUNTRY CHAMPIONSHIPS AARHUS, DENMARK 30 MARCH 2019 This dcument sets ut the basis
More informationSTATISTICS
DGAGRI-G2 23 Novembre 2017 W O R K I N G D O C U M E N T Horticultural Products FLOWERS AND ORNAMENTAL PLANTS STATISTICS 2006-2016 This statistical document has been prepared by Unit G.2 of DG AGRI, in
More informationLet s go through the mechanics of air resistance that way we can understand why an aero helmet may be a good option for someone.
Shuld I wear an aer helmet? This is a great questin and ne n hand, the answer is easy: Yes, buy any equipment that will reduce air resistance during cycling. On the ther hand, the answer is mre cmplicated
More informationoutside motorways in 17 European Union countries Figure 1: Fatalities on ROU areas in EU-17 2, ,4
Roads outside urban areas During the last decade, more than 225000 people died in accidents on roads outside urban areas (5 of all road traffic fatalities). More than 225.000 people were killed in traffic
More informationStandard Eurobarometer 84 Autumn Report. Media use in the European Union
Fieldwork November 2015 Survey requested and co-ordinated by the European Commission, Directorate-General for Communication This document does not represent the point of view of the European Commission.
More informationTraffic Safety Basic Facts Main Figures. Traffic Safety Basic Facts Traffic Safety. Gender Basic Facts Gender
Traffic Safety Basic Facts 2013 - Main Figures Traffic Safety Basic Facts 2015 Traffic Safety Gender Basic Facts 2017 Gender General In 2015, more than 26.100 people were killed in road accidents throughout
More informationFuture of Collective Bargaining in Germany and the Importance of the recently introduced Minimum Wage Regulations
Future of Collective Bargaining in Germany and the Importance of the recently introduced Minimum Wage Regulations Thorsten Schulten Council of Nordic Trade Unions (NFS) & Friedrich Ebert Foundation (FES)
More informationEU-Labour Force Survey November 2015 release. Setup for Importing the Anonymised Yearly Data Sets for
EU-Labour Force Survey Data Service German Microdata Lab German Microdata Lab EU-Labour Force Survey November 2015 release Setup for Importing the Anonymised Yearly Data Sets for 1983-2014 Content I. Overview
More informationOverview and evaluation of traps to monitor WCR
Overview and evaluatin f traps t mnitr WCR TÓTH, MIKLÓS Plant Prtectin Institute, HAS, Budapest, Hungary Trapping tls always explit ne r mre stimuli which shw sme kind af attractin twards the given target
More informationPedestrian Safety Fourth Grade Lesson 1. Subject: Health, Physical Education
Pedestrian Safety Furth Grade Lessn 1 Subject: Health, Physical Educatin Materials: Chart Paper; Marker; 12 Picture Cards; Reflective Vest; Tw wastebaskets (r ther classrm items, i.e., chair, t be used
More informationPositive Handling Policy
Hillcrest Children s Services Jubilee Schl Psitive Handling Plicy Lcal Prcedure Owner: Tim Rgers Issue date: September 2016 Review date: September 2017 Linked with lcal prcedures: Anti Bullying Behaviur
More informationThe Wrld Bank Human Develpment Netwrk Spanish Impact Evaluatin Fund www.wrldbank.rg/hdchiefecnmist Evaluating Impact: Turning Prmises int Evidence Enhanced Vcatinal Educatin and Training (EVENT) Prject
More informationGo Ride A Wave - Employment Information Sheet (V13)
G Ride A Wave - Emplyment Infrmatin Sheet (V13) Welcme t G Ride A Wave! Established in 1987, G Ride A Wave (GRAW) is an industry leader in utdr adventure educatin and recreatin. The cmpany perates in tw
More informationGEORGE MASON UNIVERSITY School of Recreation, Health & Tourism. PHED 165 (207 & 208) - Introduction To Racquetball (1) 12:00-1:15 TR Fall 2014
GEORGE MASON UNIVERSITY Schl f Recreatin, Health & Turism PHED 165 (207 & 208) - Intrductin T Racquetball (1) 12:00-1:15 TR Fall 2014 DAY/TIME: TR 12:00-1:15 PM, 8/26-10/9 LOCATION: RAC Cage Gym Bleachers
More informationAREA TOTALS OECD Composite Leading Indicators. OECD Total. OECD + Major 6 Non Member Countries. Major Five Asia. Major Seven.
Reference series Composite leading indicators OECD Composite Leading Indicators AREA TOTALS 7-03- 19 OECD Total 19 OECD + Major 6 Non Member Countries 19 Major Seven 19 Major Five Asia 19 Euro area 19
More informationGNAC SPORTS REGULATIONS OUTDOOR TRACK & FIELD [updated ]
GNAC SPORTS REGULATIONS OUTDOOR TRACK & FIELD [updated 1-26- 16] Sectin 1. PARTICIPATION REQUIREMENT 1.1 All member institutins fielding teams in track and field shall agree t participate in the champinship
More informationTewantin State School Executive Summary
Tewantin State Schl Executive Summary 1. Intrductin 1.1 Backgrund This reprt is a prduct f a review carried ut at Tewantin State Schl frm 6 t 8 Octber 2015. It prvides an evaluatin f the schl s perfrmance
More information2015/16 UEFA European Women s Under-17 and Women s Under-19 Championships Elite round draws
2015/16 UEFA European Women s Under-17 and Women s Under-19 Championships Elite round draws 13 November 2015, Nyon, Switzerland DRAW PROCEDURE Elite rounds UEFA European Women s Under-17 and Women s Under-19
More informationOECD employment rate increases to 68.4% in the third quarter of 2018
Paris, 17th January 2019 News Release: 3rd Quarter 2018 OECD employment rate increases to 68.4% in the third quarter of 2018 The OECD area employment rate the share of the working-age population with jobs
More informationBest Practices: Hosting a Curling Bonspiel. Thank you to the Grand River, North Bay and Windsor-Essex Chapters for your advice!
Best Practices: Hsting a Curling Bnspiel Thank yu t the Grand River, Nrth Bay and Windsr-Essex Chapters fr yur advice! Time f year Respnses are incnclusive; chapters have held successful bnspiels at the
More informationSTATE OF NORTH CAROLINA Office of the State Auditor
STATE OF NORTH CAROLINA Office f the State Auditr Beth A. Wd, CPA State Auditr 2 S. Salisbury Street 20601 Mail Service Center Raleigh, NC 27699-0601 Telephne: (919) 807-7500 Fax: (919) 807-7647 Internet
More informationThe Transformation of Manufacturing and the Decline in U.S. Employment
The Transfrmatin f Manufacturing and the Decline in U.S. Emplyment Kerwin Charles, Erik Hurst and Mariel Schwartz April 2018 2018 NBER Macr Annual Cnference 2,000 Annual Hurs Wrked, Male 21-55, Ed = All
More informationInfluence of rudder location on propulsive characteristics of a single screw container ship
First Internatinal Sympsium n Marine Prpulsrs smp 09, Trndheim, Nrway, June 2009 Influence f rudder lcatin n prpulsive characteristics f a single screw cntainer ship Maciej Reichel Ship esign and Research
More information2016 CONGU Handicapping Changes
2016 CONGU Handicapping Changes The changes fr the 2016 glfing seasn are nw finalised and will be implemented frm 1 st March 2016. It was intended that these changes came int frce n 1 st January 2016,
More informationIBAN Mandatory Countries for International Payments
IBAN Mandatory Countries for International Payments SWIFT Standards (IBAN Mandatory) ISO CTRY CODE SEPA Format of Receiver Bank Account Number Albania AL No IBAN-28 Andorra AD No IBAN-24 Austria AT Yes
More informationLivermore Harley Owners Group RIDING WITH LIVERMORE HOG
Livermre Harley Owners Grup RIDING WITH LIVERMORE HOG 2010 Riding with Livermre HOG Table f Cntents Page 1 Welcme Page 2 Ride Planning Page 2 Rad Captains Page 2 Grup Ride Basics Page 3 Grup Riding Prcedures
More informationTraffic Safety Basic Facts 2010
Pedestrians In 2008 7,491 pedestrians were killed in road traffic accidents in the EU-23, which is 20.4 % of all fatalities. In the last decade, pedestrian fatalities have reduced by 25.2%, while the total
More informationForensic Science: Fundamentals & Investigations, 2e Chapter 18. All rights Reserved Cengage/NGL/South-Western 2016
1 Frensic Science: Fundamentals & Investigatins, 2e Cengage/NGL/Suth-Western 2016 Firearms and Ballistics By the end f this chapter yu will be able t: 18.1 Cmpare and cntrast the different types f firearms,
More information2014/15 UEFA European Under-17 and Under-19 Championships Elite round draws. 3 December 2014, Nyon, Switzerland
0/5 UEFA European Under-7 and Under-9 Championships Elite round draws December 0, Nyon, Switzerland DRAW PROCEDURE Elite rounds th UEFA European Under-7 and Under-9 Championships, 0/5 TEAMS QUALIFYING
More informationActivity 2: The Incredible Journey
Activity 2: The Incredible Jurney Overview Backgrund Infrmatin Objectives Time Materials Advance Preparatin Setting the Stage Cnducting the Activity Wrap-Up Enrichment Salmn swimming up a waterfall. Pht
More informationMYSL Cup Overview. The Michigan Youth Soccer League (MYSL) will administer and govern the MYSL Cup.
MYSL Cup Overview MYSL CUP Overview 2018 The MYSL Cup is a tw-year intra-league cmpetitin that begins each fall fr MYSL - registered U11 teams and cncludes fr thse teams in their U12 Spring seasn. The
More information2016 NATIONAL CHAMPIONSHIPS QUALIFYING STANDARDS
2016 NATIONAL CHAMPIONSHIPS QUALIFYING STANDARDS 1. AUSTRALIAN OPEN CHAMPIONSHIPS Standards MEN DD Pints Men s 1 metre springbard 15.1 275 6 dives withut limit, f which ne shall be selected frm each grup
More informationSummary Charts Scenario 3 - Low Change Scenario
7/26/2016 U:\POUPU000.2015g_TD model 9\20160723TDM9\TDM_9p_Model_3_Sum_.Scen03_E70_20160726.xlsx Page 1 Summary Charts Scenario 3 - Low Change Scenario Equivalent domestic postage 70% priority domestic
More informationTraffic Safety Basic Facts 2010
Heavy Goods Vehicles and Buses Heavy Goods Vehicles (HGVs) are defined as goods vehicles of over 3,5 tons maximum permissible gross vehicle weight. Road traffic accidents involving HGVs tend to be more
More information11 November 2016, Nyon, Switzerland. 2016/17 UEFA European Women s Under-17 and Women s Under-19 Championships. Elite round draws
11 November 2016, Nyon, Switzerland 2016/17 UEFA European Women s Under-17 and Women s Under-19 Championships Elite round draws DRAW PROCEDURE Elite rounds 10th UEFA European Women s Under-17 and 16 th
More informationPublic Procurement Indicators 2014
Ref. Ares(216)78649-1/2/216 Public Procurement Indicators 214 DG GROW G4 - Innovative and e-procurement February 2, 216 1 Summary of main facts This document provides various indicators describing the
More informationCPE GAMES CLASSES COLORS. Object: Successfully run your choice of one of the two over-lapping mini-agility courses on the same field
COLORS Object: Successfully run yur chice f ne f the tw ver-lapping mini-agility curses n the same field Scring: All bstacles must be perfrmed successfully t qualify unless within the faults allwed Levels
More informationCore Measure: Functional Gait Assessment (FGA)
Cre Measure: Functinal Gait Assessment (FGA) Overview The FGA is used t assess pstural stability during walking and assesses an individual's ability t perfrm multiple mtr tasks while walking. The tl is
More informationTraffic Safety Basic Facts Main Figures. Traffic Safety Basic Facts Cyclists
Traffic Safety Basic Facts 2013 - Main Figures Traffic Safety Basic Facts 2018 Cyclists General In 2016, about 25.600 people were killed in road accidents throughout the EU, a reduction of 40% from the
More informationPublic data underlying the figures of Annual Report on the Results of Monitoring the Internal Electricity and Natural Gas Markets in 2016
Public data underlying the figures of Annual Report on the Results of Monitoring the Internal Electricity and Natural Gas Markets in 2016 December 2017 Legal notice This document is a joint publication
More informationTraffic Safety Basic Facts Main Figures. Traffic Safety Basic Facts Cyclists
Traffic Safety Basic Facts 2013 - Main Figures Traffic Safety Basic Facts 2016 Cyclists General In 2014, about 26.000 people were killed in road accidents throughout the EU, a reduction of 42% from the
More informationIpswich Central State School Executive Summary
Ipswich Central State Schl Executive Summary 1. Intrductin 1.1 Backgrund This reprt is a prduct f a review carried ut at Ipswich Central State Schl frm 8 t 11 September 2015. It prvides an evaluatin f
More information800 and 1600 Meter Training and Racing. Natalie Reyes Women s Middle and Long Distance Track Coach at Cherry Creek HS
800 and 1600 Meter Training and Racing Natalie Reyes Wmen s Middle and Lng Distance Track Cach at Cherry Creek HS A little abut myself: Have cached Track and Crss Cuntry fr the past 10 years at Chaparral,
More informationSelection Policy for Badminton Australia Support Structure (BASS) and National Squad.
Selectin Plicy fr Badmintn Australia Supprt Structure (BASS) and Natinal Squad. Prgram Outline The main purpse f the Badmintn Australia s (BA) High Perfrmance (HP) prgram is t achieve internatinal success.
More informationTraffic Safety Basic Facts 2012
Heavy Goods Vehicles and Buses More than 4800 people died in road traffic accidents involving HGVs in 2010 (EU-24 1 ). In the last two years, the fatalities involving HGVs in Romania have decreased by
More informationFACTORS INFLUENCING BEST ANNUAL RACING TIME IN FINNISH HORSES 1 ABSTRACT
FACTORS INFLUENCING BEST ANNUAL RACING TIME IN FINNISH HORSES 1 M. Ojala, L. D. Van Vleck 2 and R. L. Quaas 2 University f Helsinki 3 00710 Helsinki, Finland ABSTRACT The fixed effects f year f race, seasn
More informationNJ TRANSIT BOARD ADMINISTRATION COMMITTEE MEETING OPEN TO MEMBERS OF THE PUBLIC
NJ TRANSIT BOARD ADMINISTRATION COMMITTEE MEETING OPEN TO MEMBERS OF THE PUBLIC THURSDAY, JUNE 21, 2018 11:30 AM ONE PENN PLAZA EAST 9 TH FLOOR BOARD ROOM NEWARK, NJ 07105 NJ TRANSIT BOARD ADMINISTRATION
More informationUnprotected road users left behind in efforts to reduce road deaths 5 th PIN Conference 21 June Henk Stipdonk, SWOV
Unprotected road users left behind in efforts to reduce road deaths 5 th PIN Conference 21 June 2011 Henk Stipdonk, SWOV Reduction in road deaths since 2001 44% of all deaths are unprotected road users,
More informationKenmore South State School Executive Summary
Kenmre Suth State Schl Executive Summary 1. Intrductin 1.1 Backgrund This reprt is a prduct f a review carried ut at Kenmre Suth State Schl frm 26 t 28 Octber 2015. It prvides an evaluatin f the schl s
More informationSCORING FORMATIONS. Duration of dancing and music. Duration of dancing and music. in finals of Girl Formation Junior and Main Class
Age Duratin f dancing and music in finals f Girl Frmatin Junir and Main Class Duratin f dancing and music in all ther runds Speed f music (bars/min) min. number f basic steps Number f acrbatic figures
More informationModified ISL Playing Rules
Mdified ISL Playing Rules Althugh all FIFA Laws f the games will be applied during the games, belw are specific laws that have been mdified fr use in yuth league games. T differentiate between the FIFA
More informationKey Concepts: Wave, Transverse wave, Longitudinal/Compressional wave Medium Energy transfer
PS-7.1 Illustrate ways that the energy f waves is transferred by interactin with matter (including transverse and lngitudinal /cmpressinal waves). Taxnmy Level: 2.2-B Understand Cnceptual Knwledge Key
More informationBUILDING THE CZECH ROAD SAFETY OBSERVATORY
BUILDING THE CZECH ROAD SAFETY OBSERVATORY Jiří Ambros Centrum dopravního výzkumu, v.v.i. (Transport Research Centre) Czech Republic jiri.ambros@cdv.cz Abstract The main purpose of SENZOR project is to
More informationLota State School Executive Summary
Lta State Schl Executive Summary 1. Intrductin 1.1 Backgrund This reprt is a prduct f a review carried ut at Lta State Schl frm 16 t 18 September 2015. It prvides an evaluatin f the schl s perfrmance against
More informationSummary Charts Scenario 1 - Base Scenario
7/26/2016 U:\POUPU000.2015g_TD model 9\20160723TDM9\TDM_9p_Model_3_Sum_.Scen01_E70_20160726.xlsx Page 1 Summary Charts Scenario 1 - Base Scenario Equivalent domestic postage 70% priority domestic postage
More informationLesson Plan Template
Lessn Plan Template + ++ +++++ Title Animal Habitats Authr Linda New Levine Level Prficiency Level: X Beginning X Intermediate X Advanced Grade Level: Grade Three Skills _X Reading _X Writing _X Speaking
More informationD6 Class System. Note about multiple genres: Attributes will be listed in terms of the d6 Adventure equivalent
D6 Class System D6 is in dire need f a way t differentiate ne character frm anther. The Advantage- Disadvantage system f the new D6 system is a great step twards that, but characters are still bund t end
More informationfatalities has reduced by more than 35%. Table 1: Pedestrian fatalities by country by year,
Pedestrians In 2009, 6.641 pedestrians were killed in road traffic accidents in the EU24, which is 20 % of all fatalities. In the last decade in the EU19 1, pedestrian fatalities have reduced by 34%, while
More informationPublic Procurement Indicators 2015
Public Procurement Indicators 21 DG GROW G4 - Innovative and e-procurement December 19, 216 1 Summary of main facts This document provides various indicators describing the public procurement market in
More informationDeer harvest objective for the Deer Plan
Deer harvest bjective fr the Deer Plan December 12, 2017 Summary and Backgrund fr DMPAC April 2018 NOTE: THIS IS A COPY OF A DOCUMENT DISCUSSED WITH DMPAC IN 2017. IT CONTAINS INFORMATION CONSIDERED BY
More informationLab Exploration #7: Winds and Pressure Patterns
METR 104: Our Dynamic Weather (w/lab) Lab Explratin #7: Winds and Pressure Patterns Dr. Dave Dempsey Dept. f Gesciences SFSU, Spring 2013 (5 pints) (Lab Sectin 1: Wed., April 24; Lab Sectin 2: Fri, April
More informationRUGBY EUROPE COMPETITIONS CALENDAR 2017 / 2018
RUGBY EUROPE COMPETITIONS CALENDAR 2017 / 2018 Competitions calendar 2017-2018 updated on December 6th 15-a-side Men Senior Competitions Competing Teams Details (dates and venues) North South North South
More informationActivity: Energy In-Energy Out
Activity: Energy In-Energy Out Overview In this activity, participants will learn abut the imprtance f balancing energy in (fd eaten) with energy ut (energy used by the bdy t functin nrmally and during
More informationPublished: September 1, 2017 Page 1 of 5
2018 USDAA DOG AGILITY STEEPLECHASE & PERFORMANCE SPEED JUMPING SM CHAMPIONSHIP TOURNAMENT SERIES Published September 1, 2017 USDAA s 2018 Dg Agility Steeplechase turnament series is designed t shwcase
More information2018 Dance Camp Chicago Rules
2018 Dance Camp Chicag Rules General All Cmpetitrs must purchase a weekend pass. Cstumes are strngly discuraged (thugh crdinating apparel is allwed), and bts and hats are nt required. Dance Camp will prvide
More informationTraffic Safety Basic Facts Main Figures. Traffic Safety Basic Facts Traffic Safety. Main Figures Basic Facts 2015.
Traffic Safety Basic Facts 2013 - Main Figures Traffic Safety Basic Facts 2015 Traffic Safety Main Figures Basic Facts 2015 Main Figures EU road safety targets The European Commission set the ambitious
More informationCompliance with CPD Regulations A General Guide to CPD
Cmpliance with CPD Regulatins A General Guide t CPD May 2017 Cntents CPD requirements 3 CPD definitin 3 Hw t calculate CPD hurs 3 Undertaking university curses 4 Training events 4 Calculatin f CPD hurs
More informationC-ROADS PLATFORM. CODECS Webinar on Use Cases, April 5, April
C-ROADS PLATFORM CODECS Webinar n Use Cases, April 5, 2018 5, 2018 1 C-Rads Platfrm 5, 2018 2 General Principles Member States agree t wrk tgether t achieve deplyments that enable interperable and seamless
More informationWORLD RUGBY (WR) Rugby Rugby Sevens
WORLD RUGBY (WR) Rugby Rugby Sevens A. EVENTS (2) Men s Event (1) Wmen s Event (1) 12-team turnament 12-team turnament B. ATHLETES QUOTA 1. Ttal Quta fr Rugby: Qualificatin Places Hst Cuntry Places Ttal
More informationA AAA A A. BreakAway Speed Sports Training. Soccer Coaching Clinic. 2l Warm Up: 1) General Practice Tips:
Breakway Speed Sprts Training Sccer Caching Clinic Prfessinal Sccer lnstructr, Heather Williams 1) General Practice Tips: t0-15 n tn H\ aøi,!.j a) Practice time shuld nt exceed L hur l-5 mins fr ages U5-U10.
More informationmarket overview TRENDY VÝVOJE STAVEBNICTVÍ V EVROPĚ Jan Blahoňovský
Construction market overview Jan Blahoňovský jan.blahonovsky@urspraha.cz www.euroconstruct.cz www.urspraha.cz TRENDY VÝVOJE STAVEBNICTVÍ V EVROPĚ 2 France [FR] BIPE Germany [GE] Ifo The EUROCONSTRUCT Network
More informationEducation and Training 2020: progress being made?
ACA POLICY SEMINAR, Brussels, 20 January 2012 Education and Training 2020: progress being made? Richard Deiss, European Commission, DG Education and Culture, Unit A4 -Analysis and Studies 20 slides 1 From
More informationDOG AGILITY MASTERS TEAM 2012 Tournament Rules
DOG AGILITY MASTERS TEAM 2012 Turnament Rules Descriptin: This turnament series is pen t all cmpetitrs with any dg, regardless f cmpetitin level (i.e., starters, advanced and masters). A team may be cmprised
More informationUsers Requirements Statement
Mnday, March 29, 2004 http://www.prjectdevelper.cm Cntents Agreement s Purpse... 2 Applicatin s Descriptin... 2 Applicatin s Input/Output Summary... 4 Business Rules... 8 Applicatin Develpment Cmpletin
More informationModified ISL Playing Rules
Mdified ISL Playing Rules Althugh all FIFA Laws f the games will be applied during the games, belw are specific laws that have been mdified fr use in yuth league games. T differentiate between the FIFA
More information