ANNUAL QUALITY REPORT

Size: px
Start display at page:

Download "ANNUAL QUALITY REPORT"

Transcription

1 REPUBLIC OF SLOVENIA ANNUAL QUALITY REPORT FOR THE SURVEY MONTHLY STATISTICAL SURVEY ON TOURIST ARRIVALS AND OVERNIGHT STAYS FOR 2009 Prepared by: Irena Černič Date: July /10

2 Table of Contents 0 Basic Data Relevance Rate of Missing Statistics Accuracy Sampling Errors Sampling Error Non-sampling Errors Non-response errors Unit Non-Response Rate Item Non-response Rates Imputation Rate Coverage Errors Over-coverage Errors Misclassification Rates Measurement Errors Editing Rate Timeliness and Punctuality Timeliness Timeliness of the First Release...5 Table 3.1: Timeliness of the first statistical release Timeliness of Final Results...5 Table 3.2: Timeliness of publication of final results Punctuality Punctuality of the First Release...5 Table 3.3: Punctuality of the First Release Accessibility and Clarity Accessibility Channels used for the dissemination of the results Rate of Used Channels Means used for the dissemination of the results Rate of Means Used Clarity Results Presented Level (Detail) of Presentation Comparability Comparability over Time Length of Comparable Time Series Breaks in Time Series Geographical Comparability Comparability with Other Members of the European Statistical System Seasonal Adjustment Coherence Coherence between Provisional and Final Data Coherence between Provisional and Final Data Coherence with the Results of the Reference Survey Reference Survey Coherence with Reference Data Costs and Burdens Survey Costs of the Office Costs and Burden of Reporting Units...9 2/10

3 0 Basic Data Brief Description of the Survey From the results of Monthly statistical survey on tourist arrivals and overnight stays (hereinafter referred to as TU / M) we get most important information about tourism in Slovenia. That information is basic indicator of tourism flows, and therefore enjoys broad public interest. From the results of the survey we get the basic indicators of development of Slovenian tourism, which are the input source for the analysis of tourist activities in Slovenia. Observation Units The survey observes two populations; on the 1 st stage population is defined by business entities and private room givers. On the 2 nd stage survey includes population which combines all tourists who spend the night in accommodation facility within a specified period. From the observed population on the 1 st stage, there are private facilities, which can not be rented, that are excluded from population, such as secondary or vacation residences, as well as accommodation in the residences of relatives and friends. Population on the 2 nd stage (tourists) who stay in those facilities are excluded too. Observation units are business entities and private room givers which offer or provide accommodation to tourists in Slovenia. Coverage The research is based on full coverage. Every month, the survey covers approximately 1643 active businesses. The base is a list of accommodations, which we supplement with different sources: the Business Register of RS (led by AJPES), information from field, tourist accommodation establishment database on the website of Slovenian Tourism Organization and many other sources. Treshold is not applied. Reporting units get three questionnaires in the beginning of each quarter together with information letter (questionnaire for each month). Key variables The survey collects multiple values of variables, namely: number of establishments number of rooms number of beds, arrivals of tourists, overnight stays, number of days a bed was available. Key statistics Key statistics are: the number of arrivals and overnight stays by municipalities the number of arrivals and overnight stays by types of accommodation facilities the number of arrivals and overnight stays by tourist resorts the number of arrivals and overnight stays by country of residence occupancy rate of beds by type of accommodation facilities average length of stay of foreign tourists by country of residence, average length of stay of tourists by type of accommodation facilities Questionnaire The questionnaire is available on the web site: 3/10

4 1 Relevance 1.1 Rate of Missing Statistics The rate of missing statistics is 0. 2 Accuracy 2.1 Sampling Errors Sampling Error There is no sampling error, because survey is based on total coverage. 2.2 Non-sampling Errors Non-response errors Unit Non-Response Rate Unit non-response rates differed by month of 2009 and it was approximately 12 %. Reporting units have according to type and categorisation of tourist establishment different capacities. Therefore it is necessary to calculate the unit non-response rate in percentage of all bed-places. Reporting units, who sent us data, represent approximately between % of all bed-places in tourist establishments, which are included in our list or reporting units. Of approximately 1643 (August 2009) proper and active units there is a lot of seasonal, that means they do not report all year round. Research does not have systematic records of which units should report in each month and which actually do report Item Non-response Rates In this survey we do not have non-response rate of item, because we check all questionnaires during the editing phase if all questions are answered. Missing data are filled in with help of logical and numerical control - LK or we contact the reporting unit. Therefore only data units that have reported all required information, enter in phase of statistical processing Imputation Rate Since the missing variables were eliminated in stage of compilation, this indicator is not necessary to be calculated Coverage Errors Over-coverage Errors Over-coverage errors could occur if our observed units were registrated in the activity that we observe but they would be doing some other activity that is not subject of observation. When we find out that the unit no longer offers accommodation to tourists, we exclude it from observation, so that there is no overcoverage error. Over-coverage error occurs only when arrivals and overnight stays include seasonal workers which according to methodology of research are not tourists. 4/10

5 Misclassification Rates Before the start of restaurant business, units - natural persons, such as room letters and farmers, self employed persons and artificial persons, had to obtain a decision on a categorization of facility, from competent administrative unit. On this basis, we classified them among the appropriate types of accommodations. In July 2007 there were some amendments to the Catering Act (OJ RS, No. 93/07). These amendments brought a lot of innovations to the part which refers to the obligation to obtain decisions before opening restaurant business. An amendment set aside the obligation to obtain these decisions, so now the units categorize themselves in accordance with Rules on Categorization of the Accommodation Facilities (OJ RS, No. 62/08); only the highest categorizations are checked later by inspectors. Classification of units by categories (types of accommodation facilities) is therefore at present, according to a statement given by the reporting unit. So far we do not have data to calculate misclassification rate, but it is predicted that in future we will have some misclassified units Measurement Errors Editing Rate Editing rate is not calculated, because we do not keep records of corrections. 3 Timeliness and Punctuality 3.1 Timeliness Timeliness of the First Release Table 3.1: Timeliness of the first statistical release Ref. period Jan.09 Feb.09 Mar.09 Apr.09 May09 Jun.09 Jul.09 Aug.09 Sep.09 Oct.09 Nov.09 Dec.09 Average Date of publication Timelag T+25 T+25 T+24 T+25 T+24 T+24 T+25 T+25 T+23 T+25 T+24 T+25 T Timeliness of Final Results Table 3.2: Timeliness of publication of final results Ref. period Jan.09 Feb.09 Mar.09 Apr.09 May09 Jun.09 Jul.09 Aug.09 Sep.09 Oct.09 Nov.09 Dec.09 Average Date of publication Timelag T+59 T+60 T+59 T+61 T+61 T+62 T+61 T+60 T+61 T+60 T+60 T+60 T Punctuality Punctuality of the First Release Table 3.3: Punctuality of the First Release Ref. period Jan.09 Feb.09 Mar.09 Apr.09 May09 Jun.09 Jul.09 Aug.09 Sep.09 Oct.09 Nov.09 Dec.09 Average Date of announcement Date of publication Timelag /10

6 4 Accessibility and Clarity 4.1 Accessibility Channels used for the dissemination of the results Table 4.1: Dissemination channels No.: Channel Used 1 Web Site 2 Ad hoc prepared data for users according to their specification 3 Digital media (data on diskettes, CD...) 4 Data, available through telephone answering machine NO 5 Data presented at the News Conference 6 General printed publications 7 Thematic printed publications 8 Data bases (e.g. Social Science Data Archives ) 9 Statistically protected micro data NO Rate of Used Channels The share of used channels was 77. 8% Means used for the dissemination of the results Table 4.2: Means of dissemination No.: Mean Used 1.1 SORS Web Site 1.2 Web Sites of the institutions within the Slovene statistical system NO 1.3 Data bases, accessible through internet (SDB, SISTAT PC AXIS) 1.4 Web Sites of international organizations 1.5 Thematic Web Sites (e.g. Census 2002) 2.1 Written requests 2.2 Telephone requests 3.1 CD, diskettes, disks NO 3.2 Mediation of data via the net ( , protocols) 4.1 Data, available from the telephone answering machine NO 5.1 Data, presented at the News Conference 6.1 Yearbook 6.2 Slovenia in Figures 6.3 Some Important Data on the Republic of Slovenia 6.4 Monthly Statistical Review of the Republic of Slovenia 7.1 First Release 7.2 Rapid Reports NO 7.3 Results of Surveys NO Special (e.g. Review on transport movements) and occasional (e.g. 7.4 Censuses in Slovenia ) publications 6/10

7 7.5 Eurostat publications 7.6 Publications of other international organizations (OECD, IMF) 8.1 Data bases, intended for internal use at SORS 8.2 Bases, accessible also to other users than those within SORS Rate of Means Used The share of used dissemination means amounted to 77.3%. 4.2 Clarity Results Presented Absolute data and data on the average age of stay of tourists are published in publication Statistical Yearbook; some of key variables are shown graphically. Absolute data are published in SI-STAT data base Level (Detail) of Presentation Data are shown together for all business entities and private room letters providing or arranging accommodation facilities in Slovenia. Results are shown separately for: hotels, motels, boarding houses, inns, overnight accommodations, holiday dwellings, mountain huts, company vacation facilities, vacation facilities for youth, campsites, tourist farms with accommodation, private rooms and dwellings, other vacation facilities, other accommodation facilities, temporary accommodation facilities and marinas. Data are also shown by type of location: the capital city of Ljubljana, health resorts, seaside resorts, mountain resorts, the other tourist resorts and other places. We also show data according to country of residence of foreign tourists. 5 Comparability 5.1 Comparability over Time Length of Comparable Time Series Time series calculated at the current methodology for information on rooms and beds and for arrivals and overnight stays of domestic and foreign tourists, are available since Monthly data on arrivals and overnight stays are available even from By the end of 2009, both time series (time series for the availability of rooms and beds, and time series for overnight stays) are 50 years long, so the value of comparability of time series length is 50 x 12 = Breaks in Time Series There are no major breaks in the time series. 5.2 Geographical Comparability Comparability with Other Members of the European Statistical System In 1995, the Council of the European Union adopted, on the field of tourism statistics, Council Directive no. 1995/57 (EC) concerning collection of statistical data on tourism which in parts A and B specifies the extent and accuracy of information on the tourist suppy side, part C refers to the tourist demand. In addition, the Commission Decision EC No. 1999/34 complied with the procedures set out for the 7/10

8 implementation of the directive. In addition, the EC Commission Decision No. 1999/34 takes into account the procedures set out for the implementation of the directive. TU/M survey in whole follows those directives and decisions and methodological guide for the measurement of tourist attractions created by Eurostat and UNWTO. Even the methodology follows the Directive, the rate of harmozation of methodology between countris in not completed, because of some dispersal among countries in adopted definitions (treshold, coverate of private accommodation etc.). 5.3 Seasonal Adjustment There are no seasonal adjustments since Previously, publication Statistical inforamtions, monthly published seasonally adjusted indexes of overnight stays of tourists. 6 Coherence 6.1 Coherence between Provisional and Final Data Coherence between Provisional and Final Data Table 6.1(a) Coherence between Provisional and Final Data for data: tourist arrivals Ref. period Jan.09 Feb.09 Mar.09 Apr.09 May09 Jun.09 Jul.09 Aug.09 Sep.09 Oct.09 Nov.09 Dec.09 Average Provisional data Final data Accordance 1,0247 1,1689 1,0315 1,0378 1,0668 1,0440 1,0416 1,0459 1,0673 1,0400 1,0434 1,0351 1,0539 Table 6.1(b) Coherence between Provisional and Final Data for data: overnight stays Ref. period Jan.09 Feb.09 Mar.09 Apr.09 May09 Jun.09 Jul.09 Aug.09 Sep.09 Oct.09 Nov.09 Dec.09 Average Provisional data Final data Accordance 1,0269 1,1337 1,0307 1,0279 1,0651 1,0240 1,0405 1,0519 1,0522 1,0343 1,0429 1,0293 1,0466 Comments: Final results are published on the websites of the Office in its publication Accommodation facilities, tourist arrivals and overnight stays, Slovenia - detailed information (SI-STAT). By the end of 2005, the final results were published in the monthly publication of statistical information too. 6.2 Coherence with the Results of the Reference Survey Reference Survey Source for comparison: compliance of results with the reference survey, which are send to Eurostat by neighboring countries: Italy, Austria, Hungary and Croatia. Compared variables: Overnight stays of foreign tourists Coherence with Reference Data Table 6.2(a): Overnight stays of foreign tourists from selected countries, 2009 (according to Eurostat data on the travels of the survey population) 8/10

9 Countries Private and business trips ( minimum of 1 night) Austria Hungary * Italia * Croatia * Last available data are for year Source: Eurostat. Table 6.2 (b): Arrivals of foreign tourists from selected countries, 2009 (according to the tourist accommodation statistics, TU / M) Countries Private and business trips ( minimum of 1 night) Austria Hungary * Italia * Croatia * Data for 2008 because of comparison with the Table 6.2 (a). Source: SORS, TU/M. Comments: methodology of tourist accommodation statistics and of survey on travels of domestic population, are not comparable, thus not between themselves and not between countries. The first is survey, which covers all tourist accommodations, and in which informations on arrivals and overnight stays are reported by reception report on their own records. Research on travels of domestic population is sample survey (of households) whit one of the research result - number of trips by target country. In the second survey we monitor overnight stays in free (private) accommodation facilities such as their own vacation homes, their friends of family s homes which are excluded in survey of the tourist accommodation statistics. Despite large, previously mentioned, methodological differences (listed are only the most immediate) comparison in table 6.2 is reasonable. 7 Costs and Burdens 7.1 Survey Costs of the Office Table 7.1: Survey costs TU/M for SORS, 2009 Number of working hours spent h Number of reporting units Frequency monthly Number of questionnaries per year Costs and Burden of Reporting Units Table 7.2: Time spent by reporting units to report their data to SORS, /10

10 Number of reporting units Average time spent by a reporting unit per year Total time spent (hour) h h Comments: As indicator of burden of reporting units we estimated time spent by reporting units to complete questionnaires in one year. Time spend by reporting unit for data preparation, completing questionnaires, verifying accuracy of the data etc. is dependent on the type of research object, (hotels, motels, boarding houses, private accommodations, etc..) further depends on seasonality in summer and winter season each RU consumes considerably more time, because there is more data on arrivals and overnight stays to report, on the other hand, in addition to the seasonal nature of RU activity, some RU provide information only 3 times a year, since the remaining months their facilities are closed. The average rating is a weighted amount of time spent on the type of tourist accommodation, where the weight is number of establishments. That fact that some units report only a few times a year, is taken into account so that we reduce the overall estimate by 10%. 10/10

ANNUAL QUALITY REPORT

ANNUAL QUALITY REPORT REPUBLIC OF SLOVENIA ANNUAL QUALITY REPORT FOR THE SURVEY STRUCTURAL BUSINESS STATISTICS FOR YEAR 2007 Prepared by: Barbara Dremelj Ribič, Nataša Pušlar Car Date: 24.05.2010 1/8 Table of contents 0 Basic

More information

ANNUAL QUALITY REPORT

ANNUAL QUALITY REPORT REPUBLIC OF SLOVENIA ANNUAL QUALITY REPORT FOR THE SURVEY USAGE OF ICT IN ENTERPRISES FOR THE YEAR 2011 Prepared by: Gregor Zupan Date: July 2012 1/9 Table of contents 0 Basic Data... 3 1 Relevance...

More information

ANNUAL QUALITY REPORT

ANNUAL QUALITY REPORT REPUBLIC OF SLOVENIA ANNUAL QUALITY REPORT FOR THE SURVEY MONTHLY REPORT ON SERVICE ACTIVITIES AND MONTHLY REPORT ON WHOLESALE TRADE FOR Prepared by: Barbara Troha Ažbe, Rudi Seljak Date: March 2014 1/12

More information

ANNUAL QUALITY REPORT

ANNUAL QUALITY REPORT REPUBLIC OF SLOVENIA ANNUAL QUALITY REPORT FOR THE SURVEYS Consumer Price Index (CPI) Harmonised Index of Consumer Prices (HICP) FOR 2012 Prepared by: Jaka Erpič Date: November 2013 1/11 Table of Contents

More information

ANNUAL QUALITY REPORT

ANNUAL QUALITY REPORT ANNUAL QUALITY REPORT FOR THE SURVEY Consumer Price Index (CPI) Harmonised Index of Consumer Prices (HICP) FOR 2014 Prepared by: Mojca Zlobec Date: July 2016 1/11 Table of Contents 0 Methodological Explanations...

More information

ANNUAL QUALITY REPORT

ANNUAL QUALITY REPORT ANNUAL QUALITY REPORT FOR THE SURVEY ON HOUSEHOLD ENERGY CONSUMPTION (APEGG) FOR 2014 Prepared by: Teja Rutar Date: February 2016 1/10 Table of Contents 0 Methodological Explanations... 3 1 Relevance...

More information

ANNUAL QUALITY REPORT

ANNUAL QUALITY REPORT ANNUAL QUALITY REPORT FOR THE SURVEY ANNUAL STATISTICAL SURVEY ON CONSTRUCTION (GRAD/L) FOR 2015 Prepared by: Špela Kastelic Date: December 2016 1/9 Table of Contents 0 Methodological Explanations... 3

More information

ANNUAL QUALITY REPORT

ANNUAL QUALITY REPORT REPUBLIC OF SLOVENIA ANNUAL QUALITY REPORT FOR THE SURVEY ANNUAL STATISTICAL SURVEY ON CONSTRUCTION (GRAD/L) FOR 212 Prepared by: Ajda Demšar Date: 2 th March 214 1/1 Table of Contents Methodological Explanations...

More information

ANNUAL QUALITY REPORT

ANNUAL QUALITY REPORT REPUBLIC OF SLOVENIA ANNUAL QUALITY REPORT FOR THE SURVEY GROSS INVESTMENTS IN FIXED ASSETS (INV-1, INV-3) FOR 2012 Prepared by: Edita Glinšek Date: January 2014 1/1 0 Table of Contents 0 Methodological

More information

ANNUAL QUALITY REPORT

ANNUAL QUALITY REPORT REPUBLIKA SLOVENIJA ANNUAL QUALITY REPORT FOR THE SURVEY ANNUAL REPORT ON RETAIL TRADE, WHOLESALE AND COMISSION TRADE (TRG/L) FOR 2012 Prepared by: Dominika Lunder, Rudi Seljak Date: November 2014 1/8

More information

ANNUAL QUALITY REPORT

ANNUAL QUALITY REPORT ANNUAL QUALITY REPORT FOR THE SURVEY ON THE CONSUMPTION OF MINERAL FERTILISERS ON FAMILY FARMS BY AGRICULTURAL CROPS (KME-PMD/DK) FOR 2014 Prepared by: Enisa Lojović Hadžihasanović and Jerneja Pikelj Date:

More information

Quality Assessment of Statistical Processes and Products at SORS

Quality Assessment of Statistical Processes and Products at SORS Quality Assessment of Statistical Processes and Products at Seljak, Rudi Statistical Office of the Republic of Slovenia Vožarski pot 12 1000 Ljubljana, Slovenia Rudi.seljak@gov.si SORS Introduction Quality

More information

Woking. q business confidence report

Woking. q business confidence report Woking q1 business confidence report Woking q1 report headlines saw a new record in company registrations in Woking when compared to any previous. was a record quarter for company registrations in Woking

More information

Quality implications of the use of big data in tourism statistics: three exploratory examples

Quality implications of the use of big data in tourism statistics: three exploratory examples Quality implications of the use of big data in tourism statistics: three exploratory examples F. Cortina García 1, M. Izquierdo Valverde 2, J. Prado Mascuñano 3, M. Velasco Gimeno 4 1 National Statistical

More information

Michigan s Welcome Centers Promoting Tourism

Michigan s Welcome Centers Promoting Tourism Michigan s Welcome Centers Promoting Tourism Free Publications Distribution Promotional Displays Promotional Giveaways Promotional Events Welcome Center Visitor Counts 2009 7,481,917 4.3% decrease from

More information

Agricultural Census overview

Agricultural Census overview Israel study visit on Agriculture statistics Agricultural Census overview Massimo Greco (msmagrec@istat.it) 20 February 2017 Agricultural holdings SOME NUMBERS OF THE ITALIAN AGRICULTURE (source Agricultural

More information

How to establish an ICT Indicator database in Indonesia

How to establish an ICT Indicator database in Indonesia How to establish an ICT Indicator database in Indonesia ICT Household Statistics -The Case of Hong Kong, China by Mr. CHAN Yiu-ming Census and Statistics Department Hong Kong Special Administrative Region

More information

Metadata: Number of employers and employees

Metadata: Number of employers and employees Number of employers and employees - Metadata 1 (8) Metadata: Number of employers and employees 0. Registration entry for subjects 0.1 Name Number of employers and employees 0.2 Subject area Enterprises

More information

2017 KEY INSIGHTS ON. Employee Attendance and Tardiness

2017 KEY INSIGHTS ON. Employee Attendance and Tardiness 2017 KEY INSIGHTS ON Employee Attendance and Tardiness THE AVERAGE NUMBER OF MINUTES THAT EMPLOYEES IN THE XIMBLE SYSTEM ARE LATE IS MINUTES. 114.2 MINUTES Statistical sample of 263258 clock-in records,

More information

5 Star London Hotels - Example Report

5 Star London Hotels - Example Report 5 Star London Hotels - Example Report January 2018 CONTENTS Your Benchmark Report Website Traffic Conversion Rates Ecommerce Performance AdWords Spend Your Traffic Index Your Conversion Rate Index Your

More information

Traffic Division Public Works Department Anchorage: Performance. Value. Results.

Traffic Division Public Works Department Anchorage: Performance. Value. Results. Mission Promote safe and efficient area-wide transportation that meets the needs of the community and the Anchorage Municipal Traffic Code requirements. Direct Services Design, operate and maintain the

More information

Travel item in Balance of Payments framework

Travel item in Balance of Payments framework Regional seminar on tourism statistics Integrated Statistics: BoP/travel and tourism statistics 1-2 July 2009 Eurostat survey on data sources Travel item in Balance of Payments framework Travel covers

More information

Electronic Data Collection in Accommodation Statistics

Electronic Data Collection in Accommodation Statistics Electronic Data Collection in Accommodation Statistics Juha-Pekka Konttinen 1, Maria Velasco Gimeno 2 1 Statistics Finland, e-mail: juha-pekka.konttinen@stat.fi 2 INE Spain, e-mail: mrvelasco@ine.es Abstract

More information

Administration Division Public Works Department Anchorage: Performance. Value. Results.

Administration Division Public Works Department Anchorage: Performance. Value. Results. Administration Division Anchorage: Performance. Value. Results. Mission Provide administrative, budgetary, fiscal, and personnel support to ensure departmental compliance with Municipal policies and procedures,

More information

Electric Forward Market Report

Electric Forward Market Report Mar-01 Mar-02 Jun-02 Sep-02 Dec-02 Mar-03 Jun-03 Sep-03 Dec-03 Mar-04 Jun-04 Sep-04 Dec-04 Mar-05 May-05 Aug-05 Nov-05 Feb-06 Jun-06 Sep-06 Dec-06 Mar-07 Jun-07 Sep-07 Dec-07 Apr-08 Jun-08 Sep-08 Dec-08

More information

Traffic Department Anchorage: Performance. Value. Results.

Traffic Department Anchorage: Performance. Value. Results. Traffic Department Anchorage: Performance. Value. Results. Mission Promote safe and efficient area-wide transportation that meets the needs of the community and the Anchorage Municipal Traffic Code requirements.

More information

University of Michigan Eco-Driving Index (EDI) Latest data: August 2017

University of Michigan Eco-Driving Index (EDI)   Latest data: August 2017 University of Michigan Eco-Driving Index () http://www.ecodrivingindex.org Latest data: August 2017 Developed and issued monthly by Michael Sivak and Brandon Schoettle Sustainable Worldwide Transportation

More information

Harmonized Index of Consumer Prices (HICP)

Harmonized Index of Consumer Prices (HICP) Harmonized Index of Consumer Prices (HICP) Methodology (Updated February 2018) Nature of the HICP Purpose, nature and use The HICP (Harmonized Index of Consumer Prices) measures the general relative change

More information

Harmonized Index of Consumer Prices (HICP) Methodology (Updated February 2019)

Harmonized Index of Consumer Prices (HICP) Methodology (Updated February 2019) Harmonized Index of Consumer Prices (HICP) Methodology (Updated February 2019) 1. Purpose, nature and use 1.1. Nature of the HICP The HICP (Harmonized Index of Consumer Prices) measures the general relative

More information

The monthly variation of the Business Turnover 1 stands at 1.6%, after seasonal and calendar adjustment

The monthly variation of the Business Turnover 1 stands at 1.6%, after seasonal and calendar adjustment 24 October 2018 Business Turnover Index (BTI). Base 2015 August 2018. Provisional data The monthly variation of the Business Turnover 1 stands at 1.6%, after seasonal and calendar adjustment The annual

More information

ONTARIO-MICHIGAN BORDER TRANSPORTATION PARTNERSHIP Planning/Need and Feasibility Study. 1. Work Accomplished This Period (4 Weeks)

ONTARIO-MICHIGAN BORDER TRANSPORTATION PARTNERSHIP Planning/Need and Feasibility Study. 1. Work Accomplished This Period (4 Weeks) ONTARIO-MICHIGAN BORDER TRANSPORTATION PARTNERSHIP Planning/Need and Feasibility Study MONTHLY #5 Period Ending July 31, 2002 1. Work Accomplished This Period (4 Weeks) Strategic and Geographic Area Overview

More information

International Indexes of Consumer Prices,

International Indexes of Consumer Prices, International Indexes of Consumer Prices, July International Labor Comparisons Table of Contents Highlights... 1 Monthly Charts.. Monthly Tables... Annual Charts..... 5 Annual Tables.. 7 Technical Notes..

More information

QUALITY DECLARATION Producer and Import Price Index (PPI)

QUALITY DECLARATION Producer and Import Price Index (PPI) Quality declaration version 1 2018-02-28 1 (14) QUALITY DECLARATION Producer and Import Price Index (PPI) Subject and statistical area Subject area: Statistical area: Prices and consumption Producer and

More information

TOURISM WORKFORCE STUDY

TOURISM WORKFORCE STUDY TOURISM WORKFORCE STUDY REGIONAL TOURISM ORGANIZATION 7 Between August 14 and October 8, 2012, a total of 274 tourism sector employers (RTO 7 together with RTO 4) provided responses to an on-line survey.

More information

Formalize Corporate Social Responsibility Information Disclosure System and Improve Transparency (also through the supply chain reporting practices)

Formalize Corporate Social Responsibility Information Disclosure System and Improve Transparency (also through the supply chain reporting practices) Formalize Corporate Social Responsibility Information Disclosure System and Improve Transparency (also through the supply chain reporting practices) Dr. Nelmara Arbex, Deputy Chief Executive, Guidance,

More information

Collaborative Economy: estimation methods for the accommodation sector. Results from the demand approach

Collaborative Economy: estimation methods for the accommodation sector. Results from the demand approach Collaborative Economy: estimation methods for the accommodation sector. Results from the demand approach B. Corral Orgaz 1, F. Cortina García 2, B. González Olmos 3, M. Izquierdo Valverde 4, J. Prado Mascuñano,

More information

Measuring the scale and scope of Airbnb in Queenstown-Lakes District. for Queenstown-Lakes District Council November 2017

Measuring the scale and scope of Airbnb in Queenstown-Lakes District. for Queenstown-Lakes District Council November 2017 Measuring the scale and scope of Airbnb in Queenstown-Lakes District for Queenstown-Lakes District Council November 2017 All work and services rendered are at the request of, and for the purposes of the

More information

Dissemination of TSA results - some considerations

Dissemination of TSA results - some considerations Mr. Peter Laimer Directorate Spatial Statistics Regional Workshop on the compilation of the TSA Dissemination of TSA results - some considerations Manila, 20 June 2017 (11.30-12.15) www.statistik.at We

More information

METHODOLOGICAL EXPLANATION INNOVATION ACTIVITY IN INDUSTRY AND SELECTED SERVICES

METHODOLOGICAL EXPLANATION INNOVATION ACTIVITY IN INDUSTRY AND SELECTED SERVICES METHODOLOGICAL EXPLANATION INNOVATION ACTIVITY IN INDUSTRY AND SELECTED SERVICES This methodological explanation relates to the data releases: - Innovation activity in industry and selected services, Slovenia,

More information

HKU announces 2017 Q4 HK Macroeconomic Forecast

HKU announces 2017 Q4 HK Macroeconomic Forecast HKU announces 2017 Q4 HK Macroeconomic Forecast October 10, 2017 The of the Hong Kong Institute of Economics and Business Strategy at the University of Hong Kong (HKU) released its quarterly Hong Kong

More information

SECTORAL REVIEW OF LABOR FORCE SURVEY (LFS) IN EGYPT

SECTORAL REVIEW OF LABOR FORCE SURVEY (LFS) IN EGYPT SECTORAL REVIEW OF LABOR FORCE SURVEY (LFS) IN EGYPT Ghada Mohamed Abd El Salam Central Agency for Public Mobilization And Statistics (cont.): 4 First :Labor Force Survey in Egypt. A- Historical Overview:

More information

Documentation of statistics for Computer Services 2015

Documentation of statistics for Computer Services 2015 Documentation of statistics for Computer Services 2015 1 / 14 1 Introduction The statistics provides information about the activities in the sector for Computer services and thereby improve the knowledge

More information

Newark & Sherwood Local Development Framework Local Development Scheme

Newark & Sherwood Local Development Framework Local Development Scheme Newark & Sherwood Local Development Framework Local Development Scheme SEPTEMBER 2018 CONTENTS 1 Introduction 2 LDF Proposed Documents 3 Delivery & Review Appendix Appendix A Local Development Scheme Timetable

More information

Central Statistical Bureau of Latvia. The Report on Quality for Structural Statistics on Earnings

Central Statistical Bureau of Latvia. The Report on Quality for Structural Statistics on Earnings Central Statistical Bureau of Latvia The Report on Quality for Structural Statistics on Earnings As required By Commission Regulation (EC) No 698/2006 of May 2006 implementing Council Regulation (EC) No

More information

Sustaining Our Buildings & Grounds

Sustaining Our Buildings & Grounds Sustaining Our Buildings & Grounds The Next 100 Years University of Alberta June 1 3 2008 Located Edmonton Alberta 3rd largest University in Canada 32,000 undergrads 6,000 grad students 13.9 million sq.

More information

WORKPLACE CORE SKILLS ASSESSMENT SUPPORT PACK

WORKPLACE CORE SKILLS ASSESSMENT SUPPORT PACK WORKPLACE CORE SKILLS ASSESSMENT SUPPORT PACK NUMERACY SCQF Level 4 Part 1: Information for assessors Part 2: Exemplar assessment tasks Part 3: Exemplar recording documentation 1 Part 1: Information for

More information

Rolling Review. Tourism Statistics. Executive Summary

Rolling Review. Tourism Statistics. Executive Summary Rolling Review Tourism Statistics Executive Summary March 2013 2 Table of contents ABBREVIATIONS AND ACRONYMS... 3 EXECUTIVE SUMMARY... 4 1 INTRODUCTION... 4 1.1 Tourism Statistics produced by Eurostat...

More information

HKU announces 2016 Q3 HK Macroeconomic Forecast

HKU announces 2016 Q3 HK Macroeconomic Forecast HKU announces 2016 Q3 HK Macroeconomic Forecast July 7, 2016 The of the Hong Kong Institute of Economics and Business Strategy at the University of Hong Kong (HKU) released its quarterly Hong Kong Macroeconomic

More information

EYEFORTRAVEL'S EUROPEAN SUMMIT 2016

EYEFORTRAVEL'S EUROPEAN SUMMIT 2016 EYEFORTRAVEL'S EUROPEAN SUMMIT 2016 #tdseurope WHAT SHOULD WE BE WORRIED ABOUT? Forecast downgrades: IMF 2016 global growth: 3.8% 3.6% 3.4% 3.2% Standard & Poor s Eurozone - 1.8% to 1.5% US Federal Reserve

More information

Estimating the Delaware Inland Bays Watershed Seasonal Population Using Wastewater Flows. By: Brittany Kiessling

Estimating the Delaware Inland Bays Watershed Seasonal Population Using Wastewater Flows. By: Brittany Kiessling Estimating the Delaware Inland Bays Watershed Seasonal Population Using Wastewater Flows By: Brittany Kiessling Introduction Question Hypotheses Goals Overview of previous estimates Delaware Visitor Profile

More information

Data quality and Indicators. Tübingen, March 2005 August Götzfried Eurostat - Unit B5

Data quality and Indicators. Tübingen, March 2005 August Götzfried Eurostat - Unit B5 Data quality and Indicators Tübingen, March 2005 August Götzfried Eurostat - Unit B5 Background Eurostat works since more than 0 years on quality in statistics; the following results were achieved: The

More information

Mid-level Evaluation of Climate Services: Seasonal Forecasts in Kazakhstan

Mid-level Evaluation of Climate Services: Seasonal Forecasts in Kazakhstan Mid-level Evaluation of Climate Services: Seasonal Forecasts in Kazakhstan Glen Anderson, Chief of Party Climate Change Resilient Development Project Montevideo, Uruguay December 11, 2014 What I will cover

More information

Survey on household energy consumption. Teja Rutar Department of environment and energy statistics

Survey on household energy consumption. Teja Rutar Department of environment and energy statistics Survey on household energy consumption Teja Rutar Department of environment and energy statistics teja.rutar@gov.si BACKGROUND Energy statistics have traditionally been focused on energy supply and fossil

More information

California Independent System Operator Corporation. California ISO. Import resource adequacy. Department of Market Monitoring

California Independent System Operator Corporation. California ISO. Import resource adequacy. Department of Market Monitoring k California Independent System Operator Corporation California ISO Import resource adequacy September 10, 2018 Department of Market Monitoring Summary This report provides an update of analysis and trends

More information

HKU announces 2018 Q1 HK Macroeconomic Forecast 1

HKU announces 2018 Q1 HK Macroeconomic Forecast 1 Q Q2 Q3 Q4 2Q 2Q2 2Q3 2Q4 3Q 3Q2 3Q3 3Q4 4Q 4Q2 4Q3 4Q4 5Q 5Q2 5Q3 5Q4 6Q 6Q2 6Q3 6Q4 7Q 7Q2 7Q3 7Q4 8Q year-on-year percentage HKU announces 208 Q HK Macroeconomic Forecast January 0, 208 The of the Hong

More information

Standard Report on Methods and Quality. For. Production of Milk and Milk Products

Standard Report on Methods and Quality. For. Production of Milk and Milk Products Standard Report on Methods and Quality For Production of Milk and Milk Products This documentation applies to the reporting period: From November 2008 Last edited: 03/11/2017 CENTRAL STATISTICS OFFICE

More information

Overview of the Airbnb Community in Barcelona and Catalonia in 2016

Overview of the Airbnb Community in Barcelona and Catalonia in 2016 Overview of the Airbnb Community in Barcelona and Catalonia in 2016 Executive Summary / 1 Airbnb Community Overview / 2 Hosts and Guests profile / 5 Airbnb and tourism / 9 Catalonia / 11 Executive Summary

More information

Briefing on Provisions and Applications Of the Minimum Wage Ordinance

Briefing on Provisions and Applications Of the Minimum Wage Ordinance Briefing on Provisions and Applications Of the 1 Disclaimer Not a substitute for legal advice Information and materials are for sharing purpose only The relevant Ordinances themselves remain the sole authority

More information

Electronic Card Transactions: August 2009

Electronic Card Transactions: August 2009 Embargoed until 10:45am 09 September 2009 Electronic Card Transactions: August 2009 Key facts These statistics are based on electronic card transactions during August 2009. Figures are seasonally adjusted

More information

Design Division Project Management & Engineering Department Anchorage: Performance. Value. Results.

Design Division Project Management & Engineering Department Anchorage: Performance. Value. Results. Design Division Anchorage: Performance. Value. Results. Mission Design and prepare construction documents that produce safe, functional and costeffective capital infrastructure projects, i.e., roads, drainage,

More information

195, % 394, %

195, % 394, % Destination Performance Report Lodging & Visitor Overview - September 218 Lodging Sales $39,875,38 13.5% Current Month and Year Occupancy Rate 8.2% 2.6% Hotel Demand 195,439 7.1% Hotel ADR $164.15 4.8%

More information

COMPUTER SIMULATION AND EXPERIMENTAL VALIDATION OF A MODERN HOTEL ON BUILDING ENERGY CONSERVATION

COMPUTER SIMULATION AND EXPERIMENTAL VALIDATION OF A MODERN HOTEL ON BUILDING ENERGY CONSERVATION , Volume 4, Number 1, p.6-13, 23 COMPUTER SIMULATION AND EXPERIMENTAL VALIDATION OF A MODERN HOTEL ON BUILDING ENERGY CONSERVATION K.H. Yang and S.C. Wu Mechanical Engineering Department, National Sun

More information

1. Introduction Method and instruments Main outcomes Demographic characteristics of surveyed users... 5

1. Introduction Method and instruments Main outcomes Demographic characteristics of surveyed users... 5 User Satisfaction Survey 2014 Banja Luka, December 2014 TABLE OF CONTENTS 1. Introduction... 3 2. Method and instruments... 3 3. Main outcomes... 4 4. Demographic characteristics of surveyed users... 5

More information

COUNTRY PRACTICE IN ENERGY STATISTICS

COUNTRY PRACTICE IN ENERGY STATISTICS COUNTRY PRACTICE IN ENERGY STATISTICS Topic/Statistics: Electricity Institution/Organization: TERNA SpA Country: ITALY Date: 22_03_2012 CONTENTS Abstract... 3 1. General information... 4 1.1. Name of the

More information

Quality improvement of the Slovenian Business Register

Quality improvement of the Slovenian Business Register Quality improvement of the Slovenian Business Register Aleksandra Lešnjek, Melita Matek Statistical Office of the Republic of Slovenia (SORS) Seminar on Registers in Statistics metodology and quality Helsinki,

More information

COMMUNITY INNOVATION SURVEY (CIS)

COMMUNITY INNOVATION SURVEY (CIS) Standard Report on Methods and Quality for COMMUNITY INNOVATION SURVEY (CIS) Published as: Innovation in Irish Enterprises This documentation applies to the reporting period: 2012 2014 inclusive Last edited:

More information

Agricultural Producers. Price Index. Hotel Price Index

Agricultural Producers. Price Index. Hotel Price Index Agricultural Producers Price Index Hotel Price Index 1 April 2018 Release date: June 2018 Briefing This publication provides an analysis of the results of the Agriculture Producer Price Index (APPI) for

More information

Quality Declaration - Trade of goods by CIS and other countries of the world

Quality Declaration - Trade of goods by CIS and other countries of the world Quality Declaration - Trade of goods by CIS and other countries of the world 0 General information on statistical product 0.1 Name Trade of goods by CIS and other countries of the world 0.2 Subject Area

More information

187, , %

187, , % Destination Performance Report Current Month and Year Lodging & Visitor Overview - October 218 Lodging Sales $39,326,928 8.6% Hotel Occupancy 78.2% -1.8% Hotel Demand 187,25 4.% Hotel ADR $176.93 7.6%

More information

Refuse Collections Division Solid Waste Services Department Anchorage: Performance. Value. Results.

Refuse Collections Division Solid Waste Services Department Anchorage: Performance. Value. Results. Refuse Collections Division Solid Waste Services Department Anchorage: Performance. Value. Results. Mission Provide solid waste collection and disposal service to rate-paying customers within our defined

More information

Development Services Department Anchorage: Performance. Value. Results.

Development Services Department Anchorage: Performance. Value. Results. Anchorage: Performance. Value. Results. Purpose Development Services works to facilitate development in accordance with municipal codes, municipal design criteria, and municipal construction standards.

More information

Official Visitor Guide Four Edition Media Kit 2016 /17 OFFICIAL VISITOR GUIDE FOUR EDITION MEDIA KIT 1

Official Visitor Guide Four Edition Media Kit 2016 /17 OFFICIAL VISITOR GUIDE FOUR EDITION MEDIA KIT 1 Official Visitor Guide Four Edition Media Kit 2016 /17 OFFICIAL VISITOR GUIDE FOUR EDITION MEDIA KIT 1 Overview The one and only official visitor guide to Melbourne. The Official Visitor Guide (OVG) is

More information

assessment regarding the effects of accuracy checks for infusion and syringe pumps on other clinical operations.

assessment regarding the effects of accuracy checks for infusion and syringe pumps on other clinical operations. Introduction Materials As per the revised Pharmaceutical Affairs Law announced in July 2004, infusion and syringe pumps are classified as specially controlled medical devices. In our hospital, all infusion

More information

REPORT ON THE QUALITY IN THE LCS 2004 POLAND

REPORT ON THE QUALITY IN THE LCS 2004 POLAND REPORT ON THE QUALITY IN THE LCS 2004 POLAND Warsaw, 2006-06-13 (prepared by Jolanta Szutkowska the Main Expert in the Labour Costs and Earnings Section of the Social Statistics Division PCSO) INTRODUCTION

More information

Energy Use and Climate Action Overview

Energy Use and Climate Action Overview Energy Use and Climate Action Overview Energy powers our buildings and our vehicles, and supports our quality of life. It s use is also one of the main contributors to climate change. Reducing our greenhouse

More information

Crops Statistics Division (CSD)

Crops Statistics Division (CSD) Crops Statistics Division (CSD) West Philippine Sea 2015 Population = 101,562,300 National Statistician (NS) DEPUTY National Statistician (NS) Censuses and Technical Coordination Office DEPUTY National

More information

The Airbnb Community in the Czech Republic

The Airbnb Community in the Czech Republic The Airbnb Community in the Czech Republic Overview of the Airbnb Community in Czech Republic Hosts on Airbnb in the Czech Republic have been welcoming guests into their homes since 2009. The following

More information

Links between Balance of Payments and Tourism Statistics. by G. Giuseppe Ortolani Banca d Italia Chairman of the Eurostat Technical Group Travel

Links between Balance of Payments and Tourism Statistics. by G. Giuseppe Ortolani Banca d Italia Chairman of the Eurostat Technical Group Travel Links between Balance of Payments and Tourism Statistics by G. Giuseppe Ortolani Banca d Italia Chairman of the Eurostat Technical Group Travel UNWTO - Statistics Austria - Bundesministerium für Wirtschaft

More information

The National Statistical System in Italy. Coordinating function of Istat and the quality of statistics operations in the system

The National Statistical System in Italy. Coordinating function of Istat and the quality of statistics operations in the system The National Statistical System in Italy. Coordinating function of Istat and the quality of statistics operations in the system Presentation outline The Italian national statistical system: institutional

More information

Two Critical Questions. Are we happy with the current production process and the products?

Two Critical Questions. Are we happy with the current production process and the products? Two Critical Questions Are we happy with the current production process and the products? Do we need to save money, increase productivity, improve information value How can we improve this? improving quality,

More information

Welcome to MODUL University Vienna! 13th TourMIS Workshop 2017

Welcome to MODUL University Vienna! 13th TourMIS Workshop 2017 Welcome to MODUL University Vienna! 13th TourMIS Workshop 2017 Karl Wöber - Lidija Lalicic - Irem Önder Wireless LAN access: network name modul Introduction Name, destination/origin, organisation Are you

More information

Young Professionals Award

Young Professionals Award Young Professionals Award Business Plan FIDIC YPF Steering Committee (Third Edition) March 2017 Prepared By: FIDIC YPFSC / YP Award Sub-Committee Contents 1. Background... 1 2. Purpose... 1 3. Eligibility...

More information

Example of using detailed statistics: The case of poplar markets in EU

Example of using detailed statistics: The case of poplar markets in EU Example of using detailed statistics: The case of poplar markets in EU Arvydas Lebedys FAO Forestry Officer (Statistics) Eurostat Forestry Statistics Working Group Meeting, Luxembourg, 16-17 November 2011

More information

Design Services Assessment Report, 2012

Design Services Assessment Report, 2012 Design Services Assessment Report, 2012 1. Expected Outcome: Improve Communication Clients and stakeholders will be satisfied with communication efforts and therefore will be better informed about project

More information

2014 Conversion Study. Prepared by

2014 Conversion Study. Prepared by 2014 Conversion Study Prepared by Project Overview PURPOSE The purpose of the Seattle Southside Conversion Study is to determine the conversion rate of visitors who inquired with Seattle Southside and

More information

The Digital Economy and the state of play in national accounting

The Digital Economy and the state of play in national accounting The Digital Economy and the state of play in national accounting www.statcan.gc.ca Telling Canada s story in numbers James Tebrake Statistics Canada November 2017 Outline The state of play in National

More information

Continuous Data Quality Improvement Process King County Continuum of Care

Continuous Data Quality Improvement Process King County Continuum of Care Continuous Data Quality Improvement Process King County Continuum of Care Version 1.2 31Jan.17 Table of Contents Table of Contents 2 Data Quality Defined 3 Overview of Data Quality Continuous Improvement

More information

Tourism Statistics: Challenges and Good Practices. Regional Workshop for the CIS countries. Data quality. Item 12. Peter LAIMER UNWTO

Tourism Statistics: Challenges and Good Practices. Regional Workshop for the CIS countries. Data quality. Item 12. Peter LAIMER UNWTO Tourism Statistics: Challenges and Good Practices Regional Workshop for the CIS countries Data quality Item 12 Peter LAIMER UNWTO UNWTO/UNSD WS Moldova, Meanings of quality Overused item and questioned,

More information

Issues in data quality and comparability in EU-SILC Vijay Verma University of Siena

Issues in data quality and comparability in EU-SILC Vijay Verma University of Siena Comparative EU Statistics on Income and Living Conditions: Issues and Challenges Eurostat and Statistics Finland Conference. Helsinki, 6-7 November, 2006. Issues in data quality and comparability in EU-SILC

More information

A programme of wages statistics for the Caribbean

A programme of wages statistics for the Caribbean A programme of wages statistics for the Caribbean by Grace Strachan 1 and Karen Taswell 2 Introduction One of the major gaps in the labour statistics systems in many of the Caribbean countries results

More information

If you are in the hotel industry, chances are that Airbnb is a conversation you have had at

If you are in the hotel industry, chances are that Airbnb is a conversation you have had at Airbnb vs. Hotels: A comparison study in Boston Tarik Dogru, PhD Makarand Mody, PhD Courtney Suess, PhD If you are in the hotel industry, chances are that Airbnb is a conversation you have had at one point

More information

EUROPEAN CONSUMER CENTRE SLOVENIA

EUROPEAN CONSUMER CENTRE SLOVENIA EUROPEAN CONSUMER CENTRE SLOVENIA Help and advice for in Europe European Consumer Centre Slovenia EUROPEAN CONSUMER CENTRE SLOVENIA IN FREE ADVICE AND CONSUMER ASSISTANCE Consumers often enter into contracts

More information

Overview of Methodology of Wages, Earnings, Labour Cost, Hours Worked Statistics: ARMENIA

Overview of Methodology of Wages, Earnings, Labour Cost, Hours Worked Statistics: ARMENIA National Statistical Service Republic of Armenia Ðì SA Overview of Methodology of Wages, Earnings, Labour Cost, Hours Worked Statistics: ARMENIA EU TWINNING PROJECT: COMPONENT 3 19 January, 2016 Yerevan,

More information

Implementation Status & Results Mongolia MONSTAT: Strengthening the National Statistical System of Mongolia (P113160)

Implementation Status & Results Mongolia MONSTAT: Strengthening the National Statistical System of Mongolia (P113160) Public Disclosure Authorized Public Disclosure Authorized The World Bank Implementation Status & Results Mongolia MONSTAT: Strengthening the National Statistical System of Mongolia (P113160) Operation

More information

% Change. Total. Total Retail Sales Index* Estimate ($M)

% Change. Total. Total Retail Sales Index* Estimate ($M) Index % Change RETAIL SALES INDEX RETAIL SALES ROSE 2.6 PER CENT The total retail sales index was 2.6 per cent higher than the level reached in January. Building material stores recorded the largest growth

More information

Organic Produce. Data Ending 28 th February 16

Organic Produce. Data Ending 28 th February 16 Organic Produce Data Ending 28 th February 16 SUMMARY In the latest quarter Organic Produce has reached its highest level in both Value and Volume, following an overall strong 2015. During 2015 Organic

More information

Non-traditional data sources in Social Statistics of Statistics Finland

Non-traditional data sources in Social Statistics of Statistics Finland Non-traditional data sources in Social Statistics of Statistics Finland Pasi Piela, pasi.piela@stat.fi Non-traditional data sources in the National Statistical Systems, 17 th Meeting of ECLAC, Santiago

More information

Feasibility Study on the Use of Mobile Positioning Data for Tourism Statistics. 13th Global Forum on Tourism Statistics Nara, Japan

Feasibility Study on the Use of Mobile Positioning Data for Tourism Statistics. 13th Global Forum on Tourism Statistics Nara, Japan Feasibility Study on the Use of Mobile Positioning Data for Tourism Statistics 13th Global Forum on Tourism Statistics Nara, Japan 18.11.2014 The Main Objective: Explore the possibilities and limits of

More information

Seminar on Registers in Statistics - methodology and quality May, 2007 Helsinki

Seminar on Registers in Statistics - methodology and quality May, 2007 Helsinki Seminar on Registers in Statistics - methodology and quality 21-23 May, 2007 Helsinki Use of the tax data for the purposes of the short-term statistics Rudi Seljak Statistical Office of the Republic of

More information

U.S. Manufacturing Technology Orders Finish 2016 Down 4.0 Percent

U.S. Manufacturing Technology Orders Finish 2016 Down 4.0 Percent Contact: Penny Brown, AMT, 703-827-5275 pbrown@amtonline.org For Release: February 13, 2017 U.S. Manufacturing Technology Orders Finish 2016 Down 4.0 Percent Manufacturing technology orders finished 2016

More information