ISTAT - Istituto Nazionale di Statistica
Euro-SDMX Metadata Structure Definition (ESMS_MSD 3.0 ESTAT)
Building permits
2021 - A0
1. Contact
1.1 Contact organisation

National Institute of Statistics (ISTAT)

1.2 Contact organisation unit

Directorate for Business Statistics (DCSE)
Division for short-term business statistics (SED)

1.3 Contact name
1.4 Contact person function
1.5 Contact mail address

Via Tuscolana, 1788 - 00173 Rome Italy

1.6 Contact email address
1.7 Contact phone number
1.8 Contact fax number
2. Metadata update
2.1 Metadata last certified
2022-06-15
2.2 Metadata last posted
2022-06-15
2.3 Metadata last update
2022-06-15
3. Statistical presentation
3.1 Data description

Quarterly indicators of building permits.

From December 2003 until April 2021, "Quick survey on building permits" was a quarterly sample survey. Starting from June 2021, data were collected for all units of target population, so now the survey on building permits is a census. It collects information on new residential or non-residential building projects (even if demolished and entirely rebuilt) or enlargement of pre-existing buildings, with the exception of transformations and renovations (conversions of non-residential buildings into residential buildings are not collected). Information is provided by municipalities or by those asking for building permits or other qualifying titles to build and is collected by municipalities that monthly validate on line questionnaires to make them available to Istat. A building permit is an authorisation to start to work on a building project. As such, a permit is the final stage of planning and building authorisations, prior to the start of work. Hence, the building permit indices are a good estimation for the future development and trends in construction. It may be the case that a proportion of permits are not used or there is a long time lag between permits and the start of the building project; however, an index based on these permits gives good indications of the workload for building in the near future. Data disseminated refer to number of dwelling and square meters of useful floor area, communities and non-residential activities. Building permits indicator is one of the PEEIs (Principal European Economic Indicators).

3.2 Classification system

Classification of Types of construction (CC).

3.3 Coverage - sector

The coverage is based on the Classification of types of construction (CC) and covers Section 1 (buildings).

3.4 Statistical concepts and definitions

List and definition of variables:

1) Number of new dwellings (total, in one and in two or more dwellings residential buildings).

2) Square meters of useful floor area of new dwellings (total, in one and in two or more dwellings residential buildings).

3) Square meters of residencies for communities (new buildings and enlargement of preexisting buildings, until the third quarter of 2021; only new buildings, starting from the fourth of 2021 provisional).

4) Square meters of non-residential activities (total, in office buildings and in other non-residential activities) (new buildings and enlargement of preexisting buildings, until the third quarter of 2021; only new buildings, starting from the fourth of 2021 provisional).

Square meters of total area collected for residencies for communities and non-residential activities can be considered a good estimation of the square meters of useful floor area.

The target variable is measured as a flow during the calendar quarter.
3.5 Statistical unit

Reporting unit information is provided by the building permits (or by other qualifying title to build) applicant or, failing that, by the municipality. They have to fill two on-line questionnaires: ISTAT/PDC/RE and ISTAT/PDC/NRE.

Every month, municipal offices must check the accuracy of the information reported in the questionnaires; therefore, they fill in the space of the form reserved for office use and validate the on line questionnaires, to make them available to Istat. When no permits or other qualifying title to build are issued in the reference month, the municipality shall send a notice of no building activity (ISTAT/PDC/NEG form).

Observation units are the residential and non-residential building projects that have been authorized.

3.6 Statistical population

For residential: new building projects authorized by a certified permit or other title to build (for residential).

For communities and non-residential: new building projects and enlargement of pre-existing buildings authorized by a certified permit or other title to build until the third quarter of 2021; only new building projects, starting from the fourth of 2021 provisional).

The average number is about 27000 for 2021.

3.7 Reference area

Italy - The whole national territory

3.8 Coverage - Time

Data are available since 2000. Questionnaire was last revised in 2010.

3.9 Base period

Not applicable ¿ building permits data are expressed in absolute values.

4. Unit of measure
Residential buildings are measured in number of dwellings and in square meters of useful floor area. Non-residential buildings are measured in  square meters of floor area (absolute figures).
5. Reference Period
Data collection and production process are both monthly, while indicators and data dissemination, to Eurostat and at national level, are quarterly. Building permits are assigned to the month when they are granted; other titles to build are assigned to the month when they become effective.
6. Institutional Mandate
6.1 Institutional Mandate - legal acts and other agreements

Legal basis:

National level:

This is one of the compulsory surveys administered as part of the National Statistical Programme (current edition: NSP 2017-2019 - Updating 2019) approved with Decree of the President of the Republic of 25 November 2020, published in Ordinary Supplement No. 8 of the Official Journal - general series - no. 35 of 11 February 2021.

Presidential Decree n. 380/2001 and subsequent amendments.

European level:

Regulation (EU) of the European Parliament and of the Council No. 2019/2152 regarding European business statistics and

Commission Implementing Regulation (EU) No. 2020/1197 laying down technical specifications and arrangements pursuant to Regulation (EU) 2019/2152.



6.2 Institutional Mandate - data sharing

No other transmissions to international organizations except Eurostat.

7. Confidentiality
7.1 Confidentiality - policy
Confidentiality provisions are explicitly stated in the Istat President¿s letter sent every year by email to all municipalities along with references to different acts on statistics.
Several national legal acts guarantee the confidentiality of data requested for statistical purposes. According to art. 9, paragraph 1 of the Legislative Decree n. 322 of 1989, personal data can only be disseminated in aggregate form, in order to make it impossible to identify individuals. The Personal Data Protection Code  (introduced by the Legislative Decree no. 196 of 30 June 2003) and the Legislative Decree no. 101 of 10 August 2018 (compliance Decree to Regulation UE no. 679/2016 - General Data Protection Regulation) ¿ provides special rules concerning the processing of personal data for statistical purposes within the National Statistical System (Sistan). Further, in order to make statistical secrecy and protection of personal data effective, Istat is currently taking appropriate organizational, logistical, methodological and statistical measures in accordance with internationally established standards.
Links to different legal acts on statistics are presented on Sistan¿s website - National Statistical System - Sistan - Normativa della statistica ufficiale.
7.2 Confidentiality - data treatment

Survey elementary data are treated as confidential. Aggregated data are disseminated in https://www.istat.it.

Data transmitted to Eurostat refer to 10 variables, but only 3 of them are disseminated at national level. Starting from the provisional third quarter 2021, all 10 variables are sent without confidential flags; they are embargoed until the national dissemination.

8. Release policy
8.1 Release calendar

Every year, in December, Istat publishes a release calendar providing the precise release dates for the coming year. The calendar is distributed to the press and is available free of charge to interested parties.

8.2 Release calendar access

The release calendar is disseminated on ISTAT¿s website: Press release calendar.

Data are also transmitted to Eurostat in according to the Release calendar for euro indicators.

8.3 Release policy - user access

Data are released simultaneously to all interested parties by issuing the press release ¿Buildings permits indicators¿ on Istat¿s website.

There is no pre-release access.

Data are also sent to Eurostat according to required standards by EDAMIS4 using SDMX format.

Starting from provisional third quarter 2021, Eurostat receives embargoed data until national press release and all data (10 variables) are without confidentiality flag. 7 variables are not disseminated nationally, because they are not considered significant for the national press release.

Data are transmitted to Eurostat no later than 90 days after the end of the reference quarter.

9. Frequency of dissemination

Quarterly.

10. Accessibility and clarity
10.1 Dissemination format - News release

"Building permits indicators¿ is a quarterly press release with graphs and tables that ease the data analysis; a short text explains recent evolution for the phenomenon. It includes information on methodological aspects through a ¿Methodological note¿, attached to the press release. Data series are disseminated since 2000 in seasonally adjusted form (with quarter on previous quarter percentage changes) and in non-adjusted form (with quarter on same quarter a year ago percentage changes).

They are available on Istat¿s website: Building permits indicators.

10.2 Dissemination format - Publications
Data are made available to the public through yearly publication ¿Annuario Statistico Italiano¿ (ASI) -Italian Statistical Yearbook; it shows graphs and tables of quarterly indicators relating to the total number and square meters of useful floor area of dwelling in new residential buildings and total square meters of new non residential activities (seasonally adjusted data). Annuario Statistico Italiano 2021.

"Noi Italia - 100 statistics to understand the country we live in" includes data on dwellings and useful floor area in new residential buildings, per 1000 households at national level, also with regional and European comparisons. Noi Italia.
10.3 Dissemination format - online database
Data are disseminated in I.Stat database (I.Stat), theme ¿Industry and Construction¿, sub-theme ¿Building permits indicators¿, data-set ¿New residential buildings¿ and ¿New non-residential construction¿.
The on-line database I.Stat is open and free, statistics are organised by theme in a two-level hierarchical tree. Data are presented in aggregate form in multidimensional tables; acting on variables, reference periods and the arrangement of heads and sides users can create custom tables and graphs. The system can be searched by keyword and theme.
A wide range of standard metadata facilitates the retrieval and understanding of statistics by users.

More information is available in the User Guide.

 

10.4 Dissemination format - microdata access

Before data dissemination, validated microdata are stored in an ISTAT database called ARMIDA (Archive of validated microdata).
This repository also collects other useful information (such as metadata and classifications) for the correct interpretation of the data. It was established with the main objective of preserving and documenting the data produced by all internal Istat surveys and has subsequently supported the objective of disseminating data. The data archived in ARMIDA supplies, in fact, the different channels for the dissemination of microdata (through the ¿Access Protocol of microdata of ARMIDA¿ for internal users, Adele¿s laboratory and authorities in Sistan and through an external environment for research files, for standard files, etc.).
Microdata are also stored in an internal Oracle database.

10.5 Dissemination format - other

Starting from the provisional third quarter 2021, data are sent to Eurostat embargoed and used for European aggregates; they became free for dissemination at national level once published by Istat.

10.6 Documentation on methodology

A description of the methodology and characteristics of the survey is contained in the technical explanatory note attached to the quarterly press release updated regularly. Starting from the provisional first quarter 2021, also the quarterly data refer to the whole population of Italian municipalities. Moreover, changes in the methodology regarding non-response imputation were introduced. Data methodology and sources of the index are described in ¿Le nuove procedure di imputazione della mancata risposta nelle indagini sui Permessi di Costruire¿ di Francesca Tuzi e Alessandra Leo, Dec. 2020.

10.7 Quality management - documentation
Metainformation on the statistical production processes and secondary processes carried out is contained in The Information System on Quality (SIQual). It includes metadata on process content, its operational characteristics (process phases and operations) and the quality considered both in terms of activities of prevention, monitoring and evaluation of errors (quality actions) and in terms of documentation on process and product quality. It is available on Istat's website Siqual.
More information about procedures applied for quality management and quality assessment is contained in the document "Quality Guidelines For Statistical Processes" - December 2012
 
11. Quality management
11.1 Quality assurance
Istat quality policy is coherent with the European Statistics Code of Practice adopted in 2005 (and revised in 2011 and in 2017), with Eurostat Quality Definition and with the recommendations of the LEG on Quality. Following the principles of the European Statistics Code of Practice, Italy has adopted the Italian Code of Official Statistics in order to promote quality improvements of the statistics produced by the Italian National Statistical System. Essential points of Istat quality policy are: process and product quality, documentation, respect for respondents, strengthening of statistical literacy and users¿ orientation. For more details: https://www.istat.it/en/organization-and-activity/institutional-activities/quality-commitment.
Quality assurance for this survey, in the framework of the quality policy of Istat, is based on the implementation of various activities, such as
1)   Prevention and monitoring of non-respondent, initiatives to foster survey participation and follow-ups of non-respondent units, penalties for non-respondent municipalities (see point 13.3);
2)   Submission of on-line questionnaires to some variable compatibility checks; checking of few fields during data entry;
3)   Quality control action based on fully deterministic and mixed procedures for the treatment of deterministic error and outlier detection and imputation; the first procedure is based on deterministic modelling, the second (BANFF procedure) is carried out by clerical reviewers and is based on data from previous editions of the same survey;
4)   Coherence control with previous data of the same survey;
5)   Elaboration of a set of standard quality indicators.
11.2 Quality management - assessment

The overall quality assessment can be considered satisfactory, as there is a compliance between the production process and Istat quality guidelines. Indicators are relevant with regard to users¿s information needs, they are accurate and easily accessible and supported by metadata allowing for a perfect understanding of the data, they allows comparisons over time and respect the timing.

A set of standard quality indicators is regularly analyzed and shows the following indicators: coverage and unit non-response (since 2008), editing and imputation (since 2007), timeliness and punctuality (since 2003), resources (since 2005). They are available on Siqual (Information System on Quality), with graphs and tables that ease the analysis: Siqual - Information System on Quality - Quick survey on building permits.

 

 
12. Relevance
12.1 Relevance - User Needs

Main users of indicators of building permits are:

- Institutions: government departments, ECB, national central bank, international organisations, etc.
- Social actors: employers' organisations, trade unions, lobby groups, etc.
- Media
- Researchers & students
- Enterprises/businesses
- Internal users
- Eurostat

Users mainly manage these data for studying evolution and planning policies at national or local level.

12.2 Relevance - User Satisfaction

Not available.

12.3 Completeness

Eurostat's requirements in terms of time series are fulfilled.

13. Accuracy
13.1 Accuracy - overall
All the measures useful to reduce errors are implemented, so the overall accuracy of the index can be considered good. Moreover, between the first and the final release there is an average lag of 7 months; these indicators normally show a similar trend.
13.2 Sampling error
Starting from June 2021, with the dissemination of provisional first quarter 2021, the survey on building permits is a census; also the quarterly data refer to the whole population of Italian municipalities. Outlier treatment and adjustments for non-response are included.
13.3 Non-sampling error
Non-sampling errors are reduced by applying a set of actions. In the collection phase, for reducing late transmission and increase response rate, email reminders, deadline notices and telephone contacts are used; for municipalities that do not comply for the year 2021, it will be applied a financial penalty, in according with the Legislative Decree n. 322/1989 (articles 7 and 11). Moreover, the on-line procedure used since July 2010 helps aiming at an increase of the response rate and debugging through a compatibility check on some main variables. Other actions are based on checking procedures of few single fields during data entry and automated error checking procedures after data entry. Response rate is around 88% at the time of the first release to Eurostat and around 90% at the second release (response rates weighted by populations).
14. Timeliness and punctuality
14.1 Timeliness

Quarterly estimates of construction permits, regarding a set of 10 variables, are transmitted to Eurostat 90 days past the end of the reference quarter; then they are revised 180 days past the reference period.

The national quarterly press release, which contains only 3 of the 10 variables sent to Eurostat, is published 110 days after the end of the reference period; data are provisional in the first release, then they are revised and become final when the structural survey data are disseminated (on average 7 months after the reference period).

Questionnaires start to be filled in during the reference period, the data collection ends one month after.

14.2 Punctuality

European and national releases on time.

15. Coherence and comparability
15.1 Comparability - geographical
Data are disseminated at national level complying with the European definitions (CR 1503/2006); the whole national territory is covered by the same definitions and methods.
Annual data on dwellings and square meters of useful floor area in new residential buildings per 1,000 households are available by NUTS 2 regions in the online pubblication  "Noi Italia - 100 statistics to understand the country we live in".  Noi Italia
15.2 Comparability - over time

Data are comparable from year 2000.

15.3 Coherence - cross domain

Comparisons with index of production in construction: trends are consistent and differences are explained by weight of this survey that accounts for about 40% of total data in the construction sector.

15.4 Coherence - internal

Variables V411 and V412 are coherent for common types of buildings.

16. Cost and Burden

The cost estimate is compiled in terms of total number of hours worked (THW). It is equal to the product of three terms: (total) Annual Working Days (AWD), (total) Hours Worked per Day (HWD), Number of Persons involved in the Survey (NPS).

AWD

HWD

NPS

Cost estimate (THW)

220

7.12

5.7

8,928

The burden estimate is compiled in terms of total number of minutes (TNM) taken to fill in the questionnaire. The respondents need about 15 minutes to fill the questionnaire, while municipalities need about 2-3 minutes to validate and send it.

 Type of Respondent

Burden estimate (TNM)

Respondent (to fill)

About 15 min.

Municipalities (to validate and to send)

About 2-3 minutes.

 The assessment of these costs and burdens covers the statistics for both STS and national requirements.

17. Data revision
17.1 Data revision - policy

In December 2021, the entire quarterly time serie was revised, fully incorporating the methodological innovations made to the survey beginning in July 2021 (see 18.1).

In particular, with the publication of the annual tables for the year 2020 (June 2021), extensive changes have been reported to the procedure for imputing missing data for that year. To ensure comparability of results over time, the new imputation procedure has also been applied to the tables for the years 2010 to 2019, which will be published in June 2022. The quarterly series published here are therefore consistent with the forthcoming annual tables.

The revision of the quarterly time series also involved the years 2000 to 2009. In this case, the changes are limited to the fact that, for each quarter, actual data from all municipalities participating in the survey were considered; previously, however, the quarterly series were calculated based on a sample of municipalities, whose results were then reconciled with the annual series.

Quarterly preliminary estimates are issued approximately 110 days past the reference period and revised estimates become definitive when the structural survey data are disseminated.

Quarterly seasonally adjusted series are estimated each quarter to include latest responses and update seasonal factors. Thus, with the release of new data, the seasonally adjusted values for the previous quarters are also revised. Models for seasonal adjustment are periodically revised. A revision calendar is prepared, but only for internal staff. Transparency of disseminated data is ensured: major changes in methodology and in others survey features are infrequent but are promptly disseminated in methodological notes attached to data releases or through letters sent to municipalities. Errors are rare but, if occurred, they are promptly corrected: in order to inform users, correct results are disseminated both to Eurostat and on the Istat website. There is an internal database where vintage data are stocked. The same revision policy is applied to data released nationally and transmitted to Eurostat.
17.2 Data revision - practice

Data revision is composed by 2 steps (with the exception of the fourth quarter):

- a first revision is carried out after 90 days from the first release, taking into account new data arrived after the first estimate;

- a second revision will be carried out in June in the year t+1 of the first estimate release when data of the yearly survey on building permits are available.

For the fourth quarter, revision after 90 days coincides with the structural survey data dissemination, so it is revised once.

No revisions are carried out to take into account building permits revoked.

A table called "Revisions of growth rate" is included in the press release ¿Building permits indicators¿ when the yearly survey is concluded and it contains differences with previous data disseminated. A methodological note contains further information on revision policy, criteria, and periodicity.

The Mean Revision (MR), the Main Absolute Revision (MAR), the Relative Mean Absolute Revision (RMAR%) and the Max Absolute Revision (MaxAR) are compiled for these variables on quarter on same quarter a year ago percentage changes, calculated on unadjusted data, from first quarter 2016 to third quarter 2021.

 

 

MR

MAR

RMAR%

MaxAR

Number of new dwellings

2.171

4.133

34.9

18.9

Square meters of useful floor area of new dwellings

1.833

3.767

33.4

14.3

Square meters of non residential activities

2.786

9.929

51.0

28.1

Same indicators are compiled for these variables on quarter on previous quarter percentage changes, calculated on seasonally adjusted data, from first quarter 2016 to third quarter 2021.

 

MR

MAR

RMAR%

MaxAR

Number of new dwellings

1.743

2.933

47.4

6.9

Square meters of useful floor area of new dwellings

1.890

3.005

52.1

7.3

Square meters of non residential activities

1.824

9.005

51.7

28.2

 

For 2021, these indicators may be high, due to data revised for methodological innovations.

 

18. Statistical processing
18.1 Source data

Data are collected through a statistical survey by:

1)  Natural or legal person applying for a building permit or other qualifying title to build;

2)  Authority issuing the authorization to build (municipalities).

Starting from June 2021, survey is a census.

18.2 Frequency of data collection

Monthly

18.3 Data collection

Data are collected through the website https://indata.istat.it/pdc. Respondents need to login for insert data in the web questionnaire.
Questionnaires used in the survey are: ISTAT/PDC/RE form (for residential buildings) and ISTAT/PDC/NRE form (for non-residential buildings). Every month municipal offices must check the accuracy of the information reported in the questionnaires; therefore, they fill in the space of the form reserved for office use and transmit data to Istat on a monthly basis. When no building permits or other qualifying title to build are issued in the reference month, the municipalities shall send a notice of no building activity with the ISTAT/PDC/NEG form. The deadline for municipalities¿ responses is 30 days after the reference month. Late responses are taken into account in the revision process. If either data or notice on building activity are not reported, the municipality is considered as a non-respondent.
For reducing late transmission and increase response rate a set of actions are applied, e.g. email reminders, deadline notices, telephone contacts, penalties for non - respondent municipalities. Each worker periodically monitors and follows up the non-response, through informatics procedures.

18.4 Data validation

Data validation is applied following three type of rules:
Validation level 0: format and file structure checks;
Validation level 1: intra-dataset checks based at record and cell level;
Validation level 2: revision checks and time series checks (coherence control with previous data of the same survey).

18.5 Data compilation

Starting from June 2021 also the quarterly data will refer to the whole population of Italian municipalities. Moreover, changes in the methodology regarding non-response imputation were introduced. Revision process had two main targets: reducing the differences between the imputation method used in the structural survey and the method used in the rapid survey; aligning the imputation methods regarding provinces or municipalities with a population above 50.000 (large municipalities) with all the others (small municipalities), exploiting the longitudinal information deriving from the municipality itself.

Non-response imputation methods are simplified, using when possible longitudinal information from the same municipality. Furthermore different imputation methods are now used for the residential and non-residential sector. If no longitudinal information are available, missing data are imputed using the mean growth rate of the stratum.

In the formula below, we have yit as the value of the observed variable for the municipality i in the month t, yit-12 and yit-1 are the values at time t-12 and t-1, and we have rit-12and rit-1equal to 1 if yit-12 and yit-1 are observed, otherwise they are equal to 0. If yit is missing and at last four monthly responses are available for the period [t-12, t-1], its value will be imputated based upon the mean of observed values in this period, as follows:

 

For non-residential sector, extreme values are removed from the series.

If there is not enough information from a longitudinal perspective, missing data are imputed using the mean of the stratum:

Where yjt is the observed value of the jth respondent unit at the time t and obs is the total respondents of the stratum. The strata are formed according to the demographic size class of the municipality and to geographical basis, total amount of strata is equal to 30: five geographic divisions and six classes of population; the last population class (selft-representative units AR) also includes all provincial capitals. Here in after the % composition of strata:

-          11 North-West and population up to 3,000 inhabitans (24.7%);

-          12 North-West and population from 3,001 to 7,000 inhabitans (7.4%)

-          13 North-West and population from 7,001 to 13,000 inhabitans (3.2%);

-          14 North-West and population from 13,001 to 25,000 inhabitans (1.5%);

-          15 North-West and population from 25,001 to 49,999 inhabitans (0.6%);

-          16 North-West and population more than 49,9999 inhabitans + AR (0.4%);

-          21 North-East and population up to 3,000 inhabitans (7.4%);

-          22 North-East and population from 3,001 to 7,000 inhabitans (5.0%);

-          23 North-East and population from 7,001 to 13,000 inhabitans (3.0%);

-          24 North-East and population from 13,001 to 25,000 inhabitans (1.4%);

-          25 North-East and population from 25,001 to 49,999 inhabitans (0.5%);

-          26 North-East and population more than 49,9999 inhabitans + AR (0.3%);

-          31 Centre and population up to 3,000 inhabitans (5.8%);

-          32 Centre and population from 3,001 to 7,000 inhabitans (2.7%);

-          33 Centre and population from 7,001 to 13,000 inhabitans (1.6%);

-          34 Centre and population from 13,001 to 25,000 inhabitans (1.2%);

-          35 Centre and population from 25,001 to 49,999 inhabitans (0.5%);

-          36 Centre and population more than 49,9999 inhabitans + AR (0.4%);

-          41 South and population up to 3,000 inhabitans (12.8%);

-          42 South and population from 3,001 to 7,000 inhabitans (4.6%);

-          43 South and population from 7,001 to 13,000 inhabitans (2.1%);

-          44 South and population from 13,001 to 25,000 inhabitans (1.7%);

-          45 South and population from 25,001 to 49,999 inhabitans (0.8%);

-          46 South and population more than 49,9999 inhabitans + AR (0.6%);

-          51 South and population up to 3,000 inhabitans (5.3%);

-          52 South and population from 3,001 to 7,000 inhabitans (2.0%);

-          53 South and population from 7,001 to 13,000 inhabitans (1.2%);

-          54 South and population from 13,001 to 25,000 inhabitans (0.5%);

-          55 South and population from 25,001 to 49,999 inhabitans (0.4%);

-          56 South and population more than 49,9999 inhabitans + AR (0.4%).

 

Indicators sent to Eurostat are absolute figures.

There are no relevant Method of weighting and chaining.

18.6 Adjustment

Data are released in an unadjusted, in a seasonally and calendar adjusted form.

Raw data are corrected for seasonal effects by TRAMO-SEATS procedure, 4 Version Linux Revision 942. Starting from December 2021, seasonal adjustment also includes square meters for communities (CC113) and for office buildings (CC122), so all ten series are seasonally adjusted. Since the addition of new quarterly information allows a better evaluation of the different components of the series, each quarter parameters are re-estimated and seasonally adjusted series are revised from the first quarter of 2000.

The statistical models used for the seasonal adjustments are periodically revised to ensure a good fitting to the time series.

A Reg-Arima approach is used for seasonal adjustment.

Moreover, starting from September 2021, calendar adjusted series for 8 variables (except square meters for communities and for office buildings) are sent to Eurostat; from December 2021, all 10 series are sent in a calendar adjusted form. However, no significant calendar effect is found for all series, but it is always checked when adjustment model are completely reviewed. 

Outliers (additive outliers, temporary changes, level shift, seasonal outliers) are manually fixed when seasonal adjustment models are revised. The filter length is automatically chosen as normally happens, when diagnostics on residuals are good, with the critical values for the outlier detection. Each series of the data set follows a log-additive decomposition model and is directly adjusted.

19. Comment

None