en-1749018255-Tanzania Data Quality Assurance Framework (TDQAF) for Official Statistics_June2024.pdf

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16 Principle 3: Managing Statistical Standards Standards refer to a comprehensive set of statistical concepts, definitions, classifications and models, methods and procedures used to achieve the uniform treatment of statistical issues within or across processes and across time and space. The use of standards promotes the consistency and efficiency of statistical systems at all levels. This Principle is managed through the following three requirements, see Table 3.3:

17 Table 3.3 Principle 3: Managing Statistical Standards Requirement Element to be assured Description
3.1 The statistical agencies cooperate in the development and implementation of international, regional and national statistical standards. The NSOs actively works with other statistical agencies and international and regional statistical organizations in developing, reviewing, promoting and implementing statistical standards NSOs either adapt or adopt the international, regional and national statistical standards and use them in statistics production The NSOs has an organizational unit responsible for facilitating and coordinating the adoption and development of international, regional and national statistical standards and for supporting statistical programs/domains in their efforts to adopt and develop such standards All relevant staff in statistical agencies are aware of statistical standards and any changes made to them There is a repository and a list of all standard classifications available in all statistical agencies The process for originating, developing and approving statistical standards involves statistics producers, data providers and data users The impact of the adoption of new statistical standards is assessed, documented and communicated to users; where applicable conversion tables are provided

The statistical agencies use conceptual frameworks, such as the System of National Accounts, that provide a basis for integrating statistical information Statistical standards (concepts, definitions, classifications, etc.) are regularly reviewed. 3.2 The National Statistical Office provides support and guidance to all The NSOs monitors the extent to which statistical standards are used by data providers and producers of official There should be manuals and guidelines for use by anyone who produces statistics. They should

18 Requirement Element to be assured Description
data providers and producers of official statistics in the implementation of statistical standards. statistics guide on how to design and implement statistical programs Periodic reports are prepared with regard to compliance with international, regional and national statistical standards Statistical standards are communicated and made available to all data providers and producers of official statistics Plans and schedules for the development and application of new standards are communicated in advance The NSOs assists other statistics producers and data providers in implementing international, regional, and national statistical standards as appropriate 3.3 Divergences from the international, regional, or national statistical standards are kept to a minimum, documented and explained to all stakeholders. Concordance tables to international, regional, and national standard classifications are developed and made available in case diverging standards are used Deviations from the international, regional, or national statistical standards should be documented as part of the statistical reports that are produced and comparison/conversion methods be provided The adopted standards (concepts, definitions, classifications, etc.) are explained to all stakeholders Stakeholders are informed about the compliance with international, regional and national statistical standards

19 3.2 Level B: Managing the Institutional Environment The institutional and organizational environment of the statistical activity significantly influences the efficiency and credibility of the National Statistical System in the production and dissemination of quality official statistics. The institutional environment covers the following six principles: a) Assuring professional independence b) Assuring impartiality and objectivity c) Assuring transparency d) Assuring statistical confidentiality and data security e) Assuring commitment to quality f) Assuring adequacy of resources

3.2.1 Principle 4: Assuring Professional Independence
NSOs and Statistical Units should develop, produce, and disseminate statistics without any political or other interference or pressure from other government agencies or policy, regulatory or administrative departments and bodies, the private sector, or any other persons or entities which may be considered as potential conflicts of interest. Such professional independence and freedom from inappropriate influence ensures the credibility of official statistics. This should apply to national statistical offices and may or may not apply to statistical units within ministries, central banks, etc. The requirements for assuring professional independence are explained in Table 3.4.

20 Table 3.4 Principle 4: Assuring Professional Independence Requirement Element to be assured Description
4.1 A law or other formal provision explicitly declares that statistical agencies are obligated to develop, produce and disseminate statistics without interference from other government agencies or policy, regulatory or administrative departments and bodies, including from within the statistical agencies, private sector or any other persons or entities.
The professional independence of the NSOs and other producers of official statistics such as statistical units within ministries, departments and agencies at the different levels of governments is guaranteed by the laws and regulations under which the ministries, departments and agencies operate. There should be provisions in the Statistics Act or its Regulations that explicitly provide mandate to NSOs to develop, produce and disseminate statistics. Such provisions should also emphasize the independence of NSOs and freedom of interference from any other body If there is no law nor formal provision declaring the necessity of professional independence, there are traditions or cultures of professionalism, historical precedents or conventions which are clearly recognized as essential to the credibility of the statistical results of the statistical agencies.
4.2 The appointment of the heads of the national statistical office, and other statistical agencies where appropriate, is based on professional criteria and follow transparent procedures. Reasons for dismissal cannot include reasons affecting professional independence. The heads of the statistical agencies are of the highest professional calibre.
National legislation provides clear and detailed description of the procedure for appointment and dismissal of the head of the NSOs. There should be clear documented guidance on how the heads are appointed and also how they are dismissed. Such document include Statistics Act, Scheme of Service, Public Service Standing Order, Public Service Act and its Regulation The rules applied for appointing, assigning position and responsibilities and dismissing the heads of the statistical agencies are based on professional competence, transparent and free from political considerations. Processes are in place to ensure that the heads of the statistical agencies are of the highest professional calibre
The head of the NSOs has sufficiently high hierarchical standing to ensure access to the political and administrative leadership of government bodies.

The heads of statistical units within other statistical agencies have the necessary qualifications, knowledge and capacity.

21 Requirement Element to be assured Description
The basis and process for the termination or removal of the head of the NSOs and statistical units within government producing official statistics are specified in the legal framework and administrative regulations. These cannot include reasons affecting professional or scientific independence.

4.3 The head of the national statistical office and other statistical agencies where appropriate has sole responsibility over the decisions on statistical methods, standards and procedures, and on the content and timing of statistical releases. The head of the NSOs and statistical units within government producing official statistics, decides independently and based on professional considerations on the statistical methods, standards and procedures for the development, production and dissemination of official statistics. There should be a guiding document that explicitly set out roles and responsibilities of the heads. These roles should be solely on statistical management including ensuring standards and quality of those statistics. These includes Statistics Act, Job description, Scheme of Service, Public Service Standing Order The reporting of the NSOs to its administratively superordinate government bodies and to ministries, department and agencies does not affect its professional independence.

22 3.2.2 Principle 5: Assuring Impartiality and Objectivity NSOs and Statistical Units should develop, produce and disseminate statistics respecting scientific independence and in a manner that is professional, transparent, neutral and unbiased, in which all users are treated equitably. This principle is supported by seven quality requirements as shown in Table 3.5.

23 Table 3.5 Principle 5: Assuring Impartiality and Objectivity Requirement Element to be assured Description
5.1 There is a law or formal provision in force, which is publicly available, and which specifies that statistical agencies should develop, produce and disseminate statistics following professional standards and treat all users in the same way. Professional cultures and traditions assure the impartiality and objectivity of the statistics produced by the statistical agencies independently from the existence or absence of any laws or formal provisions There should be a provision in the Statistics Act that explains the mandate of the NSOs on the development, production and dissemination of statistics. The provision should be extended to emphasize adherence to regional and international professional standards. This Act should be available to the public. Equally important, the existence of code of ethics and conduct for statisticians serves the purpose of evidence The objectivity and impartiality of official statistics is recognized (and not disputed) by neutral observers and the public (e.g. measured by image studies) 5.2 The statistical agencies implement a declaration or code of conduct or ethics which governs statistical practices, and compliance with it is followed up. There are ethical guidelines or a code of conduct for assuring impartiality and objectivity The NSOs should have code of ethics and conduct for statisticians which are in operation The guidelines are available to the public The implementation of the guidelines is followed up 5.3 Data sources and methodologies are chosen on an objective basis. Data sources, concepts, methods and processes for the development, production and dissemination are chosen on the basis of statistical considerations, national and international principles and best practices. The choice of data sources and methods must reflect the need for statistics. Higher-level decision minutes which are based on cost-effectiveness and value for money serve as evidence 5.4 Statistical releases are clearly distinguished from political/policy statements. Statistical releases and statements made to the media are objective and strictly based on the available evidence and not taking any position on a political issue. The statistical release should be disseminated without any political affiliation or preference Appropriate internal and external communication strategies exist that include recognizable logos, designs or formats for statistical agencies’ products to identify them as not being associated with any political or policy bodies 5.5 Statistical release dates and times are announced in advance. A publicly available and easily accessible release calendar containing information on the releases The release calendar needs to be disseminated to the public at the beginning of program implementation

24 Requirement Element to be assured Description
planned in the upcoming 12-month period exists period (preferably beginning of the financial year) Statistics are released at a fixed date and time Changes in the release calendar are announced in advance and their reasons are explained The sharing of statistical results ahead of the official release (privileged pre-release) is kept to a minimum, well-justified, strictly controlled and documented 5.6 In the case that errors are detected, they are corrected as soon as possible, and users are informed about how they affected the released statistics. There is an established policy on how to correct published data when errors are discovered. The error treatment policy is publicly available NSOs should inform the public through Press Release or any relevant mechanism on any error observed in statistics produced 5.7 The statistical agencies comment publicly on statistical issues, misinterpretation and misuse of official statistics, as appropriate. There is a formal policy or well-established custom entitling statistical agencies to comment publicly on statistical issues, criticisms, misinterpretations and misuses of official statistics A Press Conference or Release can be used to inform the public on such statistical issues The statistical agencies respond, as appropriate, to negative media reporting to facilitate fair reporting of its positions

25 3.2.3 Principle 6: Assuring Transparency The NSOs shall inform users about sources and methods used to produce statistics. Also, to facilitate proper interpretation of data. This will be supported by Policies and management practices, and the terms and conditions under which statistics are developed, produced and disseminated and, if applicable, subsequently revised (including the legal basis and purposes for which the data are required), are documented and available to users, respondents, owners of source data and the public. This Principle is supported by two requirements which are explained in Table 3.6.