Quality Work Within Statistics

Total Page:16

File Type:pdf, Size:1020Kb

Quality Work Within Statistics ▲ EDITION 1999 Quality Work and Quality Assurance within Statistics EUROPEAN THEME 0 COMMISSION 0Miscellaneous 2 FOREWORD Statistics & quality go hand-in-hand Quality of statistics was the theme of the annual conference of presidents and directors-general of the national sta- tistical institutes (NSIs) of EU and EEA countries, organised in Stockholm on 28-29 May 1998 by Statistics Sweden in collaboration with Eurostat. Quality has always been one of the obvious requirements of statistics, although the notion of 'quality' has changed over the years. Nowadays a statistical 'product' has to exhibit reliability, relevance of concept, promptness, ease of access, clarity, comparability, consistency and exhaustiveness. While all these features form part of the whole prod- uct, individual users will attach more or less importance to each one. When statistics - gross domestic product or inflation, for example - have a financial impact, accuracy and comparability are vital. But if the same data are being used by someone interested in short-term trends, then the speed with which they are made available is the key feature. It is for users to decide. They are the people who determine quality criteria. Statisticians are no longer 'number freaks' in a world of their own, but have become managers of statistics, in constant touch with those who make decisions. Such a transformation is possible only if the whole production process is ready for change, because, as a rule, sci- entists such as statisticians tend not to pay much attention to the needs of people outside their own world. Scientists prefer to talk to other scientists. Now that the need for change is understood, how to bring it about? This question is being addressed by most of those in charge of national statistical institutes. The discussions about various aspects of quality and the impor- tance of 'quality schemes' that took place during this conference enabled the NSI presidents and directors-gener- al to demonstrate that statistics and quality are one and the same thing. I hope this publication will be a source of inspiration and encouragement! Yves Franchet Director-General Eurostat 3 4 TABLE OF CONTENTS Foreword 0. Opening addresses 0.1 Independent and high quality statistics are essential for a democratic society. ....................9 Erik Åsbrink, Ministry of Finance, Sweden 0.2. Quality and statistics..................................................................................................................13 Jan Carling, Statisticals Office Sweden Theme1: Quality in statistics - Main trends and concepts 1.1. Quality work and conflicting quality objectives......................................................................15 Tim Holt and Tim Jones, Statistical Office, UK (ONS) A. Introduction....................................................................................................................................15 B. Quality: what is it ? ........................................................................................................................15 C. Quality : how do we deliver it ? ......................................................................................................20 D. Quality conflicts ............................................................................................................................24 E. Conclusion ....................................................................................................................................24 1.1.1 Standards determine the culture of statistics..................................................................................25 Discussion: Erich Bader, Statistical Office, Austria (ÖSTAT) 1.1.2. An examination of the quality of the whole process. ....................................................................29 Discussion: Hallgrímur Snorrason, Statistical Office, Iceland. 1.2. Metadata and Quality work Paul Champsaur, Statistical Office , France (INSEE) A.Quality of statistical information and metada ..................................................................................31 B. The growing need for metainformation............................................................................................32 C. Organisation of a system of metainformation and action to ensure ................................................33 the improvement of quality 1.2.1 Better availability of metadata ......................................................................................................35 Discussion: Jan Plovsing, Statistical Office, Denmark, 1.3. Quality assessment criteria ......................................................................................................38 Johnny Lindström, Swedish Institute for Quality, 1.3.1 Serving the past and the future, ..................................................................................................43 Discussion : Svein Longva, Statistical Office, Norway 5 Theme 2: Quality work - some national experiences 2.1 Total Quality Management and Statistics ..............................................................................45 Timo Relander, Statistical Office, Finland, A. Introduction....................................................................................................................................45 B. Total Quality Management : what does it mean ? ............................................................................45 C. Quality management in Public Administrations..............................................................................46 D. Total Quality Management and official statistics ............................................................................48 E. Total Quality Management and Statistics Finland ..........................................................................50 F. Concluding remarks ........................................................................................................................52 2.1.1 Success depends on good management and a focus on quality at all levels ..................................55 Discussion : Donald Murphy, Statistical Office, Ireland, A. Introduction ..................................................................................................................................55 B. Quality focus in NSIs ....................................................................................................................55 C. Irish public sector approach............................................................................................................55 D. Three further questions. ..................................................................................................................56 E. Private sector TQM Failures- lessons to be learned by NSI's............................................................56 F. TQM transfer to the Public Sector - difficulties NSI's should be ......................................................57 G. TQM's Human Dimension-is there a possible downside ? ................................................................59 H. Concluding remarks........................................................................................................................60 2.2 Quality systems and statistical auditing ................................................................................61 Willem de Vries and Richard van Brakel, Statistical Office,Netherlands (SN) 2.2.1 The importance of different sources of error ................................................................................69 Discussion: Carlos Corrêa Gago, Statistical Office, Portugal (INE) 2.2.2 Auditing: an important measure but not used for surveillance purposes. ......................................73 Discussion: Nicholas Karavitis, Statistical Office, Greece 2.3. Treatment of non-response in household surveys: ................................................................74 Pilar Martin Guzman, Statistical Office, Spain A. Introduction .................................................................................................................................. 74 B. The significance of non-response .................................................................................................... 74 C. Measures taken to reduce non-response .......................................................................................... 74 D. Treatment of non-response in household survey................................................................................75 E. Re-weighing methods used in the Labour Force Survey.....................................................................76 F. Advantages and drawbacks of re-weighting ......................................................................................77 2.3.1 Collection of the maximum of information on the respondents ..................................................78 who do not provide the data requested. Discussions : Frans Desmedt, Statistical Office, Belgium (INS) A. Non-response: a general overview.................................................................................................... 78 B. Non-response in certain sets of business statistics ............................................................................ 79 6 Theme 3: International lessons and prospects 3.1. Quality management approaches in official statistics production - some examples and reflections: ..................................................................................................................................80
Recommended publications
  • UNWTO/DG GROW Workshop Measuring the Economic Impact Of
    UNWTO/DG GROW Workshop Measuring the economic impact of tourism in Europe: the Tourism Satellite Account (TSA) Breydel building – Brey Auditorium Avenue d'Auderghem 45, B-1040 Brussels, Belgium 29-30 November 2017 LIST OF PARTICIPANTS Title First name Last name Institution Position Country EU 28 + COSME COUNTRIES State Tourism Committee of the First Vice Chairman of the State Tourism Mr Mekhak Apresyan Armenia Republic of Armenia Committee of the Republic of Armenia Trade Representative of the RA to the Mr Varos Simonyan Trade Representative of the RA to the EU Armenia EU Head of balance of payments and Ms Kristine Poghosyan National Statistical Service of RA Armenia foreign trade statistics division Mr Gagik Aghajanyan Central Bank of the Republic of Armenia Head of Statistics Department Armenia Mr Holger Sicking Austrian National Tourist Office Head of Market Research Austria Federal Ministry of Science, Research Ms Angelika Liedler Head of International Tourism Affairs Austria and Economy Department of Tourism, Ministry of Consultant of Planning and Organization Ms Liya Stoma Sports and Tourism of the Republic of Belarus of Tourism Activities Division Belarus Ms Irina Chigireva National Statistical Committee Head of Service and Domestic Trade Belarus Attachée - Observatoire du Tourisme Ms COSSE Véronique Commissariat général au Tourisme Belgium wallon Mr François VERDIN Commissariat général au Tourisme Veille touristique et études de marché Belgium 1 Title First name Last name Institution Position Country Agency for statistics of Bosnia
    [Show full text]
  • Statistics Making an Impact
    John Pullinger J. R. Statist. Soc. A (2013) 176, Part 4, pp. 819–839 Statistics making an impact John Pullinger House of Commons Library, London, UK [The address of the President, delivered to The Royal Statistical Society on Wednesday, June 26th, 2013] Summary. Statistics provides a special kind of understanding that enables well-informed deci- sions. As citizens and consumers we are faced with an array of choices. Statistics can help us to choose well. Our statistical brains need to be nurtured: we can all learn and practise some simple rules of statistical thinking. To understand how statistics can play a bigger part in our lives today we can draw inspiration from the founders of the Royal Statistical Society. Although in today’s world the information landscape is confused, there is an opportunity for statistics that is there to be seized.This calls for us to celebrate the discipline of statistics, to show confidence in our profession, to use statistics in the public interest and to champion statistical education. The Royal Statistical Society has a vital role to play. Keywords: Chartered Statistician; Citizenship; Economic growth; Evidence; ‘getstats’; Justice; Open data; Public good; The state; Wise choices 1. Introduction Dictionaries trace the source of the word statistics from the Latin ‘status’, the state, to the Italian ‘statista’, one skilled in statecraft, and on to the German ‘Statistik’, the science dealing with data about the condition of a state or community. The Oxford English Dictionary brings ‘statistics’ into English in 1787. Florence Nightingale held that ‘the thoughts and purpose of the Deity are only to be discovered by the statistical study of natural phenomena:::the application of the results of such study [is] the religious duty of man’ (Pearson, 1924).
    [Show full text]
  • Celebrating the Establishment, Development and Evolution of Statistical Offices Worldwide: a Tribute to John Koren
    Statistical Journal of the IAOS 33 (2017) 337–372 337 DOI 10.3233/SJI-161028 IOS Press Celebrating the establishment, development and evolution of statistical offices worldwide: A tribute to John Koren Catherine Michalopouloua,∗ and Angelos Mimisb aDepartment of Social Policy, Panteion University of Social and Political Sciences, Athens, Greece bDepartment of Economic and Regional Development, Panteion University of Social and Political Sciences, Athens, Greece Abstract. This paper describes the establishment, development and evolution of national statistical offices worldwide. It is written to commemorate John Koren and other writers who more than a century ago published national statistical histories. We distinguish four broad periods: the establishment of the first statistical offices (1800–1914); the development after World War I and including World War II (1918–1944); the development after World War II including the extraordinary work of the United Nations Statistical Commission (1945–1974); and, finally, the development since 1975. Also, we report on what has been called a “dark side of numbers”, i.e. “how data and data systems have been used to assist in planning and carrying out a wide range of serious human rights abuses throughout the world”. Keywords: National Statistical Offices, United Nations Statistical Commission, United Nations Statistics Division, organizational structure, human rights 1. Introduction limitations to this power. The limitations in question are not constitutional ones, but constraints that now Westergaard [57] labeled the period from 1830 to seemed to exist independently of any formal arrange- 1849 as the “era of enthusiasm” in statistics to indi- ments of government.... The ‘era of enthusiasm’ in cate the increasing scale of their collection.
    [Show full text]
  • Annex 3: Sources, Methods and Technical Notes
    Annex 3 EAG 2007 Education at a Glance OECD Indicators 2007 Annex 3: Sources 1 Annex 3 EAG 2007 SOURCES IN UOE DATA COLLECTION 2006 UNESCO/OECD/EUROSTAT (UOE) data collection on education statistics. National sources are: Australia: - Department of Education, Science and Training, Higher Education Group, Canberra; - Australian Bureau of Statistics (data on Finance; data on class size from a survey on Public and Private institutions from all states and territories). Austria: - Statistics Austria, Vienna; - Federal Ministry for Education, Science and Culture, Vienna (data on Graduates); (As from 03/2007: Federal Ministry for Education, the Arts and Culture; Federal Ministry for Science and Research) - The Austrian Federal Economic Chamber, Vienna (data on Graduates). Belgium: - Flemish Community: Flemish Ministry of Education and Training, Brussels; - French Community: Ministry of the French Community, Education, Research and Training Department, Brussels; - German-speaking Community: Ministry of the German-speaking Community, Eupen. Brazil: - Ministry of Education (MEC) - Brazilian Institute of Geography and Statistics (IBGE) Canada: - Statistics Canada, Ottawa. Chile: - Ministry of Education, Santiago. Czech Republic: - Institute for Information on Education, Prague; - Czech Statistical Office Denmark: - Ministry of Education, Budget Division, Copenhagen; - Statistics Denmark, Copenhagen. 2 Annex 3 EAG 2007 Estonia - Statistics office, Tallinn. Finland: - Statistics Finland, Helsinki; - National Board of Education, Helsinki (data on Finance). France: - Ministry of National Education, Higher Education and Research, Directorate of Evaluation and Planning, Paris. Germany: - Federal Statistical Office, Wiesbaden. Greece: - Ministry of National Education and Religious Affairs, Directorate of Investment Planning and Operational Research, Athens. Hungary: - Ministry of Education, Budapest; - Ministry of Finance, Budapest (data on Finance); Iceland: - Statistics Iceland, Reykjavik.
    [Show full text]
  • Survey Methodology
    Catalogue no. 12-001-XIE Survey Methodology December 2007 Statistics Statistique Canada Canada How to obtain more information Specifi c inquiries about this product and related statistics or services should be directed to: Business Survey Methods Division, Statistics Canada, Ottawa, Ontario, K1A 0T6 (telephone: 1-800-263-1136). For information on the wide range of data available from Statistics Canada, you can contact us by calling one of our toll-free numbers. You can also contact us by e-mail or by visiting our website at www.statcan.ca. National inquiries line 1-800-263-1136 National telecommunications device for the hearing impaired 1-800-363-7629 Depository Services Program inquiries 1-800-700-1033 Fax line for Depository Services Program 1-800-889-9734 E-mail inquiries [email protected] Website www.statcan.ca Accessing and ordering information This product, catalogue no. 12-001-XIE, is available for free in electronic format. To obtain a single issue, visit our website at www.statcan.ca and select Publications. This product, catalogue no. 12-001-XPB, is also available as a standard printed publication at a price of CAN$30.00 per issue and CAN$58.00 for a one-year subscription. The following additional shipping charges apply for delivery outside Canada: Single issue Annual subscription United States CAN$6.00 CAN$12.00 Other countries CAN$10.00 CAN$20.00 All prices exclude sales taxes. The printed version of this publication can be ordered by • Phone (Canada and United States) 1-800-267-6677 • Fax (Canada and United States) 1-877-287-4369 • E-mail [email protected] • Mail Statistics Canada Finance Division R.H.
    [Show full text]
  • Royal Statistical Society Duties of Council Members Council Is The
    Royal Statistical Society Duties of Council members Council is the governing body of the Society and its members are elected by the Fellowship. Council sets the long term strategy, the business plan and oversight of all the RSS’s many activities including financial matters. Council members are elected to serve for a maximum term of office of 4 years. Members attend the RSS Council which meets 5 times a year at Errol Street in London to conduct its formal meetings. These meetings are from 11am-4pm and are in: January, April, July, October and December. New members are invited to attend the December meeting prior to the session for which they have been elected. Members usually become involved, as a Council representative, in other areas of the RSS for example, by serving on a standing committee, section committee, working party or theme. Some members, who already serve the Society in another capacity, may not have the time to take on a further role but usually many do. Involvement in other areas does not necessarily require attendance at meetings. Each of the 12 themes (which support the delivery and development of the RSS’s activities) are developing support or consultation groups which members are encouraged to join and often this is conducted by email. Council members are not only trustees of the Society but are ambassadors for furthering the Society’s aims. Members of Council are sometimes asked to represent the President at formal functions or other events and all Council members are invited to get involved in specific activities such as: • Joining the media contacts list; • Promoting membership of the Society to colleagues; • Talking to students or school children about statistics.
    [Show full text]
  • ICT Statistics at the New Millennium – Developing Official Statistics – Measuring the Diffusion of ICT and Its Impacts
    IAOS Satellite Meeting on Statistics for the Information Society August 30 and 31, 2001, Tokyo, Japan ICT Statistics at the New Millennium – Developing Official Statistics – Measuring the Diffusion of ICT and its Impacts JESKANEN-SUNDSTRÖM, Heli Statistics Finland, Finland 1. Introduction Over the past few years, compilers of statistics the world over have been forced to realise that the descriptive systems used in statistics are not keeping up with the pace of social and economic change. The internationalisation of economies, glo balisation, the rapid advance of the new technology, changes in production structures, business reorganisation and so forth all place increasing pressure on the national statistical systems. As the importance of the intangible economy grows, the foundation of the traditional compiling of statistics, based on readily identifiable and measurable parameters, is being eroded. The more complex economic phenomena and linkages become, the greater and more specific will be the needs of the users of statistics. The potential of statistical organisations to respond to these new challenges varies from one country to another. The countries with the most sophisticated statistical systems are currently making a concerted effort to find new statistical standards that would be more appropriate than those currently in use to describe the information society. At the same time, however, many countries are still struggling to establish statistics for the services sector or to develop labour force surveys. Section 2 gives a short and very rough overview of the ongoing work in the field of statistics relating to the development of information and communication technology (ICT) and its impacts on the economies and on the society as a whole.
    [Show full text]
  • Web-Sites of National Statistical Offices
    Web-sites of National Statistical Offices Afghanistan Central Statistics Organization Albania Statistical Institute Argentina National Institute for Statistics and Census Armenia National Statistical Service of the Republic of Armenia Aruba Central Bureau of Statistics Australia Australian Bureau of Statistics Austria National Statistical Office of Austria Azerbaijan State Statistical Committee of Azerbaijan Republic Belarus Ministry of Statistics and Analysis Belgium National Institute of Statistics Belize Statistical Institute Benin National Statistics Institute Bolivia National Statistics Institute Botswana Central Statistics Office Brazil Brazilian Institute of Statistics and Geography Bulgaria National Statistical Institute Burkina Faso National Statistical Institute Cambodia National Institute of Statistics Cameroon National Institute of Statistics Canada Statistics Canada Cape Verde National Statistical Office Central African Republic General Directorate of Statistics and Economic and Social Studies Chile National Statistical Institute of Chile China National Bureau of Statistics Colombia National Administrative Department for Statistics Cook Islands Statistics Office Costa Rica National Statistical Institute Côte d'Ivoire National Statistical Institute Croatia Croatian Bureau of Statistics Cuba National statistical institute Cyprus Statistical Service of Cyprus Czech Republic Czech Statistical Office Denmark Statistics Denmark Dominican Republic National Statistical Office Ecuador National Institute for Statistics and Census Egypt
    [Show full text]
  • Fang Family San Francisco Examiner Photograph Archive Negative Files, Circa 1930-2000, Circa 1930-2000
    http://oac.cdlib.org/findaid/ark:/13030/hb6t1nb85b No online items Finding Aid to the Fang family San Francisco examiner photograph archive negative files, circa 1930-2000, circa 1930-2000 Bancroft Library staff The Bancroft Library University of California, Berkeley Berkeley, CA 94720-6000 Phone: (510) 642-6481 Fax: (510) 642-7589 Email: [email protected] URL: http://bancroft.berkeley.edu/ © 2010 The Regents of the University of California. All rights reserved. Finding Aid to the Fang family San BANC PIC 2006.029--NEG 1 Francisco examiner photograph archive negative files, circa 1930-... Finding Aid to the Fang family San Francisco examiner photograph archive negative files, circa 1930-2000, circa 1930-2000 Collection number: BANC PIC 2006.029--NEG The Bancroft Library University of California, Berkeley Berkeley, CA 94720-6000 Phone: (510) 642-6481 Fax: (510) 642-7589 Email: [email protected] URL: http://bancroft.berkeley.edu/ Finding Aid Author(s): Bancroft Library staff Finding Aid Encoded By: GenX © 2011 The Regents of the University of California. All rights reserved. Collection Summary Collection Title: Fang family San Francisco examiner photograph archive negative files Date (inclusive): circa 1930-2000 Collection Number: BANC PIC 2006.029--NEG Creator: San Francisco Examiner (Firm) Extent: 3,200 boxes (ca. 3,600,000 photographic negatives); safety film, nitrate film, and glass : various film sizes, chiefly 4 x 5 in. and 35mm. Repository: The Bancroft Library. University of California, Berkeley Berkeley, CA 94720-6000 Phone: (510) 642-6481 Fax: (510) 642-7589 Email: [email protected] URL: http://bancroft.berkeley.edu/ Abstract: Local news photographs taken by staff of the Examiner, a major San Francisco daily newspaper.
    [Show full text]
  • Women and Men in Iceland 2018
    Influence and Power Wages and Income Women as percentage of candidates and elected members in % parliamentary elections 1987–2017 % The unadjusted gender pay gap 2008–2016 Women and Men 60 25 in Iceland 2018 50 20 15 40 Population 10 30 Population by sex and age 1950 and 2017 Age 5 20 100 Women Men 90 0 2017: 167,316 2017: 171,033 10 2008 2009 2010 2011 2012 2013 2014 2015 2016 80 Total Full-time 70 0 Note: (Men´s hourly earnings - women´s hourly earnings)/men´s hourly earnings. Overtime payments and overtime 1987 1991 1995 1999 2003 2007 2009 hours are included in the GPG. The gender pay gap indicator has been dened as unadjusted i.e. not adjusted 2013 2016 2017 60 according to individual characteristics that may explain part of the earnings like occupation, education, age, years 2017 Candidates Elected members with employer etc. 50 Women´s share of leadership in enterprises by size of Average income from work by region 2016 40 Million ISK 1950 % enterprise 2016 30 60 7 1950 20 50 6 10 40 5 0 4 30 3,000 2,000 1,000 0 1,000 2,000 3,000 3 6.4 20 5.9 2 4.8 Population 2016 10 4.0 1 0 Women Men 1– 49 50– 99 100– 249 250+ 0 Number of employees Women Men Women Men Mean population 166,288 169,152 Capital region Other regions Managers Chairpersons Board of directors 0–14 years, % 20 20 Note: Annual wages and other work related income of those who have some income from work.
    [Show full text]
  • Guide to Foreign Statistical Abstracts
    Guide to Foreign Statistical Abstracts This bibliography presents recent statistical abstracts for member nations of the Organi- zation for Economic Cooperation and Development and Russia. All sources contain statistical tables on a variety of subjects for the individual countries. Many of the following publications provide text in English as well as in the national language(s). For further information on these publications, contact the named statistical agency which is responsible for editing the publication. Australia France Australian Bureau of Statistics, Canberra. Institut National de la Statistique et des <http://www.abs.gov.au>. Etudes Economiques, Paris 18, Bld. Year Book Australia. Annual. 2007. Adolphe Pinard, 75675 Paris (Cedex 14). With CD-ROM. (In English.) <http://www.insee.fr/fr/home/home _page.asp>. Austria Annuaire Statistique de la France. Statistik Austria, 1110 Wien. Annual. 2003. (In French.) 2005. <http://www.statistik.at/index.shtml>. CD-ROM only. Statistisches Jahrbuch Osterreichs. Annual. 2008. With CD-ROM. Germany (In German.) With English translations of Statistische Bundesamt, D-65180 table headings. Wiesbaden. <http://www.destatis.de>. Statistisches Jahrbuch fur die Bundesre- Belgium public Deutschland. Annual. 2006. Institut National de Statistique, Rue de (In German.) Louvain; 44-1000 Bruxelles. Statistisches Jahrbuch fur das Ausland. <http://statbel.fgov.be/info/links_en.asp>. 2005. Statistisches Jahrbuch 2006 Fur Annuaire statistique de la Belgique. die Bundesreublik Deutschland und fur Annual. 1995. (In French.) das Ausland CDROM. Canada Greece Statistics Canada, Ottawa, Ontario, KIA National Statistical Service of Greece, OT6. <http://www.statcan.ca/start.html>. Athens. <http:// www.statistics.gr/>. Canada Yearbook: A review of economic, Concise Statistical Yearbook 2006.
    [Show full text]
  • Sources and Data Description
    OECD Regions and Cities at a Glance 2018 © OECD 2018 ANNEX B Sources and data description User guide: List of variables Variables used Page Chapter(s) Area 144 2 Business demography, births and deaths of enterprises 144 1 Employment at place of work and gross value added by industry 145 1 Foreign-born (migrants) 145 4 Gross domestic product (GDP) 146 1 Homicides 147 2 Household disposable income 148 2, 4 Households with broadband connection 149 2 Housing expenditures as a share of household disposable income 150 2 Income segregation in cities 151 4 Labour force, employment at place of residence by gender, unemployment 152 2 Labour force by educational attainment 152 2 Life expectancy at birth, total and by gender 153 2 Metropolitan population 154 4 Motor vehicle theft 155 2 Patents applications 155 1 PM2.5 particle concentration 155 2, 4 Population mobility among regions 156 3 Population, total, by age and gender 157 3 R&D expenditure and R&D personnel 158 1 Rooms per person (number of) 159 2 Subnational government expenditure, revenue, investment and debt 160 5 Voter turnout 160 2 Note on Israel: The statistical data for Israel are supplied by and under the responsibility of the relevant Israeli authorities. The use of such data by the OECD is without prejudice to the status of the Golan Heights, East Jerusalem and Israeli settlements in the West Bank under the terms of international law. 143 ANNEX B Area Country Source EU24 countries1 Eurostat: General and regional statistics, demographic statistics, population and area Australia Australian Bureau of Statistics (ABS), summing up SLAs Canada Statistics Canada http://www12.statcan.ca/english/census01/products/standard/popdwell/Table-CD-P.
    [Show full text]