Owner occupied housing price index (prc_hpi_oo)

National Reference Metadata in Euro SDMX Metadata Structure (ESMS)

Compiling agency: Instituto Nacional de Estatística, Statistics Portugal


Eurostat metadata
Reference metadata
1. Contact
2. Metadata update
3. Statistical presentation
4. Unit of measure
5. Reference Period
6. Institutional Mandate
7. Confidentiality
8. Release policy
9. Frequency of dissemination
10. Accessibility and clarity
11. Quality management
12. Relevance
13. Accuracy
14. Timeliness and punctuality
15. Coherence and comparability
16. Cost and Burden
17. Data revision
18. Statistical processing
19. Comment
Related Metadata
Annexes (including footnotes)



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1. Contact Top
1.1. Contact organisation

Instituto Nacional de Estatística, Statistics Portugal

1.2. Contact organisation unit

National Accounts Department/Price Statistics Unit

1.5. Contact mail address

Av. António José de Almeida
1000-043 Lisboa
Portugal


2. Metadata update Top
2.1. Metadata last update 26/01/2024
2.2. Metadata last certified 26/01/2024
2.3. Metadata last posted 26/01/2024


3. Statistical presentation Top
3.1. Data description

The OOHPI is based on the ‘net acquisitions’ approach, which measures changes in prices paid by households for the acquisition of dwellings that are new to the household sector and changes in other costs related to the ownership, and transfer of ownership, of dwellings.

3.2. Classification system

The OOHPI is broken down into the following expenditure categories:

  • O.1. Owner-occupiers’ housing expenditure;
    • O.1.1. Acquisitions of dwellings;
      • O.1.1.1. New dwellings;
        • O.1.1.1.1. Purchases of newly built dwellings;
        • O.1.1.1.2. Self-build dwellings and major renovations;
      • O.1.1.2. Existing dwellings new to households;
      • O.1.1.3. Other services related to the acquisition of dwellings;
    • O.1.2. Ownership of dwellings;
      • O.1.2.1. Major repairs and maintenance;
      • O.1.2.2. Insurance connected with dwellings;
      • O.1.2.3. Other services related to ownership of dwellings.
3.3. Coverage - sector

Households which are owner occupiers.

3.4. Statistical concepts and definitions

The main statistical variables are price indices.

3.5. Statistical unit

The basic unit of statistical observation are transaction prices of dwellings new to the household sector and of other products that the households acquire in their role as owner-occupiers.

3.6. Statistical population

Owner-occupied dwellings.

3.7. Reference area

The indicator covers the whole country.

3.8. Coverage - Time

Data are available since the first quarter of 2010 for all indexes series.

3.9. Base period

2015=100


4. Unit of measure Top

The following units are used:


- Index point;
- Percentage change on the same period of the previous year (rates);
- Percentage change on the previous period (rates);
- Percentage share of the total (weights).


5. Reference Period Top

OOHPI is a quarterly statistics.


6. Institutional Mandate Top
6.1. Institutional Mandate - legal acts and other agreements

European:

- Regulation (EU) 2016/792 of the European Parliament and of the Council of 11 May 2016 on harmonised indices of consumer prices and the house price index

 - Commission Implementing Regulation (EU) 2023/1470 of 17 July 2023 laying down the methodological and technical specifications in accordance with Regulation (EU) 2016/792 of the European Parliament and of the Council as regards the house price index and the owner-occupied housing price index, and amending Commission Regulation (EU) 2020/1148.

 

National: 

- There are no national legal acts related to the OOHPI

- The production of the OOHPI is included in the annual work programme of Statistics Portugal approved by the National Statistical Council (produced within the framework of the HPI)

6.2. Institutional Mandate - data sharing

Not available.


7. Confidentiality Top
7.1. Confidentiality - policy

Statistical confidentiality is one of the basic principles of the Law of the National Statistical System (Law No 22/2008 of 13 May). According to its article 6, all individual statistical data collected by statistical authorities is to be treated as confidential. This Law and other relevant national legislation on this topic (e.g. Law No 67/98 of 26 October on the protection of individual data) can be obtained on the website of Statistics Portugal (http://cse.ine.pt/xportal/xmain?xpid=CSE&xpgid=cse_main&cont_cse=139660987; available only in Portuguese). As any statistic produced by Statistics Portugal, the OOHPI is subject to these laws.

7.2. Confidentiality - data treatment

The data are made available at the level of detail described in the OOH Regulation. Access to microdata is limited to the staff in charge of the compilation of the OOHPI. For the specific indexes, no information is available to identify or locate the dwelling or the agents involved in the transaction


8. Release policy Top
8.1. Release calendar

The OOHPI is not published in Portugal for the moment.

8.2. Release calendar access

Not applicable (see 8.1).

8.3. Release policy - user access

Not applicable (see 8.1).


9. Frequency of dissemination Top

Quarterly (OOHPI) and annually (weights)


10. Accessibility and clarity Top
10.1. Dissemination format - News release

Not applicable (see 8.1).

10.2. Dissemination format - Publications

Not applicable (see 8.1).

10.3. Dissemination format - online database

Not applicable (see 8.1).

10.4. Dissemination format - microdata access

Not applicable (see 8.1).

10.5. Dissemination format - other

Not applicable (see 8.1).

10.6. Documentation on methodology

The OOHPI is not disseminated by Statistics Portugal. Thus, there is no methodology document available for this indicator.

10.7. Quality management - documentation

Not available.


11. Quality management Top
11.1. Quality assurance

Statistical processes and outputs are defined and produced in line with the Quality Assurance Framework of the European Statistical System. Monthly and quarterly routines have been put in place in order to detect and correct errors in the source data files and in the data generation process. 

1.       Preventing mistakes or defects in statistical processes

The weights and price indices have been produced and reviewed against the concepts, definitions and classifications set out in the OOH regulation:

i)     Regulation (EU) 2016/792 of the European Parliament and of the Council of 11 May 2016 on harmonised indices of consumer prices and the house price index;

ii)   Commission Implementing Regulation (EU) 2023/1470 of 17 July 2023 laying down the methodological and technical specifications in accordance with Regulation (EU) 2016/792 of the European Parliament and of the Council as regards the house price index and the owner-occupied housing price index, and amending Commission Regulation (EU) 2020/1148.

Situations in which it is not possible to meet targeted concepts are identified and measures aiming at improving these situations have been put in place.

In order not to impose a burden on respondents, administrative data have always been preferred over surveys data to generate OOHPI price indexes and weights. Documentation explaining the processes on the derivation of the hedonic regression results is also available for helping index compilers producing quarterly results.

2.       Preventing mistakes or defects in statistical output

The relevance of produced statistics is checked with main internal and external users (e.g., national accounts department, central bank, administrative data providers). Produced index for purchases of newly built dwellings is compared, as an internal checking procedure, with an index using bank appraisals data. OOHPI statistics are produced in line with the deadlines put forward in the OOH Regulation. In order to avoid data entry and other mistakes, several mechanisms have been put in place at various stages of the production process. For instance, dwellings that have been transacted by less than 20 thousand euros and higher than 3 million euros are ruled out from regression analysis. Moreover, in order to minimize data entry and other errors, a sample of the collected bank fees and insurance premiums is chosen at random every month and checked against first price collection figures.

11.2. Quality management - assessment

Not available.


12. Relevance Top
12.1. Relevance - User Needs

The OOHPI responds to the needs of those users interested in making comparisons of transactions prices of dwellings new to the household sector and other goods and services that households acquire in their role as owner-occupiers among EU member states. Eurostat and the European Central Bank are the main users of the OOHPI information.  

12.2. Relevance - User Satisfaction

Not available.

12.3. Completeness

The main index covers the whole country and all dwelling market transactions.

Until the 1st quarter of 2019, for the index covering 'Newly built dwellings purchases', it was not possible to separate household from non-household expenditures (i.e., this index covers the purchases of residential units by all sectors). From the 2nd quarter 2019 onwards, and as the result of additional and more detailed information made available to Statistics Portugal by the Tax and Customs Authority (AT), it’s possible to know the institutional sector of those involved in the transactions, namely allowing to separate acquisitions made households and non-households.


13. Accuracy Top
13.1. Accuracy - overall

There are no estimates of the overall accuracy of the OOHPI.

13.2. Sampling error

Portugal does not use probability sampling for any of the OOHPI sub-indexes.

13.3. Non-sampling error

Portugal does not produce regular estimates of non-sampling errors and their sources.


14. Timeliness and punctuality Top
14.1. Timeliness

The OOHPI is produced and transmitted in accordance with data transmission requirements established in article 7(1) and 7(2) of the Regulation (EU) 2016/792 of the European Parliament and of the Council of 11 May 2016 on harmonised indices of consumer prices and the house price index (i.e., up to 85 days following the end of the reference quarter). The various indexes are sent up to 83 days after the end of the reference quarter and weights are sent before 15 June of the year following the year to which the weights relate.

14.2. Punctuality

The OOHPI is provided one to two days before the transmission calendar agreed with Eurostat.


15. Coherence and comparability Top
15.1. Comparability - geographical

The Portuguese OOHPI has no regional breakdown.

15.2. Comparability - over time

Data are comparable over time. Take note of the considerations made in sections 12.3 (Completeness) and 18.5.4.1. (Purchases of newly built dwellings - detailed information).

15.3. Coherence - cross domain

In Portugal there are no other indexes measuring the OOHPI. 

When produced, the coherence of OOHPI is checked against the HPI (and bank appraisals data). In addition, the net weight of the OOHPI, covering the purchase of new dwellings expenditures, is checked annually against its gross HPI weight counterpart. The correlation between HPI and OOH, aggregate indexes, is considered almost perfect.

15.4. Coherence - internal

All figures are checked for internal consistency. Higher-level aggregations are derived from elementary aggregates according to index chaining practices.


16. Cost and Burden Top

One senior statistician is in charge of the compilation of the indicator on a full-time basis, together with the HPI and House Sales. In addition, the production of the OOHPI is supported by an IT expert and an expert in geo information, both on a part-time basis. Assistants and/or administrative staff are employed whenever it is necessary. The senior statistician participating in the production of the OOHPI has more than 10 years of experience in the compilation of real estate statistics and participates in workshops and technical meetings on real estate price statistics. 


17. Data revision Top
17.1. Data revision - policy

The OOHPI is presently not subject to routine revisions.

17.2. Data revision - practice

Not applicable.


18. Statistical processing Top
18.1. Source data

See below.

18.1.1. Prices

The OOHPI are based on the following data sources:

Indices Data source
Purchase of newly built dwellings

The OOPHI covering purchases of newly built dwellings is the same as the one that is used for the same index category of the HPI. The data sources used are of an administrative nature, provided by the Tax and Customs Authority through a collaboration protocol.

The first database, it is an information flow (from the municipal property transfer tax – IMT) that corresponds to the liquidation declaration, which has the elements so that the buyer can pay the respective tax without which it is not possible to celebrate the contract of change of ownership. The liquidation declaration is generated in the same day or days before the property transfer contract is signed. The records of the IMT, provide information relative to the transactions, for example, the date of the transaction, the transaction value, characteristics of the transaction, or the identification of the intervenient in it. This flow covers all transactions, which means it has country-wide coverage. The database is available 11 days after the end of the reference month.

In the IMT there are no characteristics available relative to the dwellings. The access to the characteristics of the dwellings is made through the access to another information flow, the municipal property tax (IMI). The link between the two databases is made through the identifier of each property. Statistics Portugal has access to the stock of all properties at the end of each year t, and, in t+1, monthly updates are received to the stock of properties relative to year t.

This OOH index restricts the universe of transactions used in the HPI calculation (category of new), only to properties for own occupancy. 

Self-build dwellings and major renovations The OOHPI sub-indexes covering these expenditure categories are based on indexes taken from a committee, the Comissão de Índices e Fórmulas de Empreitadas (CIFE), which is responsible for the release of construction cost indexes that are used in the update of prices in public construction works. These indexes are based on information obtained from several sources on the cost of comparable and representative materials, equipment and labour force used in pre-defined (models of) construction works. The information is available at Publicação em Diário da República - Índices de revisão de preços em empreitadas - IMPIC - Instituto dos Mercados Públicos, do Imobiliário e da Construção.
Other services related to the acquisition of dwellings The OOHPI on this expenditure category covers the following sub-items:
  • Property transfer tax: which comes from one of the databases mentioned in the Purchases of newly built dwellings index, namely the IMT. The expenditure on property transfer tax is estimated directly from fiscal administrative data on transactions; 
  • Stamp duty: this tax represents a case of a cost that is proportional to a dwelling’s transaction value (stamp duty is 0.8% for all transactions). This sub-index is calculated using information on the tax rate and the HPI;
  • Real estate agency fees:the Real estate agency fee is treated in the same manner as stamp duty (a 5% fee is considered as representative of the commission fee usually charged by real estate companies);
  • Bank commission fees: bank commission fees are collected every month from internet sites of four commercial banks.
Major repairs & maintenance The same data source used for 'Self-build dwellings and major renovations'.
Insurance connected with dwellings The OOHPI for this expenditure category covers the cost of providing insurance for the risk of fire and other house structural damages. This index uses information on insurance premiums collected on a monthly basis through the internet sites of a sample of insurance companies offering this service. 
18.1.2. Weights

The compilation of OOHPI weights is based on annual National Accounts (NA) data on gross fixed capital formation (GFCF), which households make in residential structures. The data provided by NA is split into GFCF in newly built dwellings, major renovation works, the service associated with the new and the existing dwellings (i.e., real estate intermediation services) and costs of transfer of ownership. The weights reflect the purchase of structures and are, for this reason net of land values. In addition, weights are corrected from the housing structures that are bought by households for renting purposes. 

It is also used, an additional source of information, derived from the IES (Informação Empresarial Simplificada) or the Simplified Business Information[1], related to the value of insurance premiums purchased and the costs associated with claims, information necessary for the calculation of the weight associated with the index O.1.2.2.

 


[1] IES is a (electronic) vehicle that companies have to deliver information to Statistics Portugal and other public bodies

18.2. Frequency of data collection

The data used in the compilation of the OOHPI indexes is obtained on the basis of the following frequency:

Indices Frequency
Purchase of new dwellings

The transaction and property tax data, is transmitted to Statistics Portugal on a monthly basis and includes data that may affect transactions from the previous 3 months.

Self-build dwellings and major renovations

The information that is used to compile this index does not follow a pre-determined release calendar and is published with a time lag that sometimes exceeds the 85 days after the end of the reference period.

note: In the last two years there has been an improvement in the deadlines for accessing this information, which has allowed compliance with the disclosure requirements demanded in the implementing regulations.

Other services related to the acquisition of dwellings All the items related to this sub-index have a monthly data collected/supplied.
Major repairs and maintenance See 'Self-build dwellings and major renovations'
Insurance connected with dwellings The collection of insurance premiums is carried out on a monthly basis through the internet sites of insurance companies. 
18.3. Data collection
Indices Data collection method
Purchase of new dwellings The transaction and property tax data is provided in txt files using a safe data transmission channel, which has been defined by Tax and Customs Authority and Statistics Portugal.
Self-build dwellings and major renovations Electronic database.
Other services related to the acquisition of dwellings Electronic database.
Major repairs & maintenance See 'Self-build dwellings and major renovations'
Insurance connected with dwellings Electronic database.
18.4. Data validation

The following data validation procedures are applied:

Indices Method
Purchase of new dwellings

The overall quality of received data is considered to be good, with variables not showing many cases with missing information, abnormal values or typing mistakes. The data is subject to monthly checks, which include the monthly validation of received raw data through the visual inspection of key variables (e.g., transaction prices, floor area), the use of descriptive statistics and exploratory data analysis. Every quarter, robust regression (median regression) is employed to see regression results are influenced by the presence of outliers. For each primary stratum (existing apartments, new apartments, existing houses and new houses) transaction price thresholds were defined.

Self-build dwellings and major renovations Not applicable.
Other services related to the acquisition of dwellings The data is subject to monthly checks, which include the monthly validation of collected data. In order to minimize data entry and other errors, a sample of the collected bank fees is chosen at random every month and checked against first price collection figures.
Major repairs & maintenance Not applicable.
Insurance connected with dwellings The data is subject to monthly checks, which include the monthly validation of collected data. In order to minimize data entry and other errors, a sample of the collected insurance premiums is chosen at random every month and checked against first price collection figures.

 

18.5. Data compilation

See below.

 

18.5.1. Calculation and Aggregation

See below.

18.5.1.1. Index formulae

OOHPI is a Laspeyres-type price index.

18.5.1.2. Aggregation method

The first stage consists of the calculation of the five elementary indices (relevant for Portugal), namely:

-        O.1.1.1.1. Purchases of newly built dwellings

-        O.1.1.1.2. Self-build dwellings and major renovations

-        O.1.1.3. Other services related to the acquisition of dwellings

-        O.1.2.1. Major repairs and maintenance

-        O.1.2.2. Insurance connected with dwellings

Once the elementary indices have been calculated the aggregation process for the next levels is initiated. In summary:

i)               The index O.1.1.1. "New dwellings", result from the calculation of a weighted arithmetical average, of the indices O.1.1.1.1. "Purchases of newly built dwellings" and O.1.1.1.2. "Self-build dwellings and major renovations". This index is obtained by the sum of two parts calculated by dividing each quarterly value of year Q by the 4th quarterly value of year Q-1 and multiplying by its weight.

ii)              Then, is calculated the index O.1.1. "Acquisitions of dwellings", that results from the calculation of a weighted arithmetical average, of the indices O.1.1.1. "New dwellings" and O.1.1.3. "Other services" related to the acquisition of dwellings. This index is obtained by the sum of two parts calculated by dividing each quarterly value of year Q by the 4th quarterly value of year Q-1 and multiplying by its weight.

iii)             The following is the calculation of the index O.1.2. "Ownership of dwellings" that results from the calculation of a weighted arithmetical average, of the indices O.1.2.1. "Major repairs and maintenance" and O.1.2.2. "Insurance connected with dwellings". This index is obtained by the sum of two parts calculated by dividing each quarterly value of year Q by the 4th quarterly value of year Q-1 and multiplying by its weight.

iv)             Finally, is calculated the index O.1. "Owner-occupiers’ housing expenditure" that results from the calculation of a weighted arithmetical average, of the indices O.1.1. "Acquisitions of dwellings" and O.1.2. "Ownership of dwellings". This index is obtained by the sum of two parts calculated by dividing each quarterly value of year Q by the 4th quarterly value of year Q-1 and multiplying by its weight.

18.5.1.3. Derivation of sub-index and elementary aggregate weights

The compilation of OOHPI weights is based on annual National Accounts (NA) data on gross fixed capital formation (GFCF), which households make in residential structures. The data provided by NA is split into GFCF in newly built dwellings, major renovation works, the service associated with the new and the existing dwellings (i.e., real estate intermediation services) and costs of transfer of ownership. The weights reflect the purchase of structures and are, for this reason net of land values. In addition, weights are corrected from the housing structures that are bought by households for renting purposes. This correction is based on census data on the percentage of dwellings from the total dwelling stock that are rented out.

The weights compilation is consistent with the production of an annually chained Laspeyres-type index, which uses the fourth quarter of the previous year as the linking period.

The weights for the OOHPI are price updated every year. At present, Statistics Portugal is able to provide NA (final) figures of year t-2 at the end of year t. In practice, this means that, as a rule, the OOHPI of year t will be based on NA information of year t-3 (e.g., indexes with reference year of 2023 reflect 2020 NA data price-updated to the 4th quarter of 2022).

18.5.1.4. Price updating

OOHPI expenditure share are updated to be representative of year t-1.

Elementary aggregate weights are adjusted with an appropriate price change between the year t-1 and the fourth quarter of the year t-1.

18.5.1.5. Chaining and linking method

Each year t, indices are calculated with the 4th quarter of t-1 as base period. Indices are then linked to the previous 4th quarter index, as defined in the Laspeyres-type index formula.

18.5.2. Other processing issues - OOH sub-indices for purchases of newly built dwellings and existing dwellings new to households

See below.

18.5.2.1. Timing for pricing

Transfer of ownership. The transaction affects the month in which the IMT payment is made (on the day the contract is signed or a few days before).

18.5.2.2. Treatment of VAT

Not applicable. There is no VAT on building transactions.

18.5.2.3. Treatment of other taxes

Other taxes are not included in the price of dwellings.

18.5.2.4. Treatment of government subsidies

Not relevant.

18.5.2.5. Treatment of land

The value of land is included in the price used for the calculation of the index (O.1.1.1.1.) For weights, the value of land is excluded from the National Accounts data, used for the calculation of weights.

18.5.2.6. Housing cooperatives

Not applicable / non-existent in our real estate market. This type of housing tenure, for which transactions refer to the transmission of a share of the right to occupy and use a certain housing unit in a cooperative, is inexistent in Portugal. (There are cooperatives for the construction of new dwellings; but the cooperative usually ends after the dwelling is finished).

In view of the above, they are not considered in the OOHPI.

18.5.2.7. Treatment of non-market transactions

Transactions with clearly low (below 20,000 Euros) or high (above 3,000,000 Euros) values are excluded through the definition of thresholds. It should also be noted that some transactions considered as "non-market" are excluded a priori from the scope of the index as they are classified with a specific legal taxable event and not considered in the indicator in question.

18.5.2.8. Treatment of multi-object transactions

Transactions with more than one property are only considered if it is possible to identify the transaction value for each property. Situations where this is not the case are residual. In the equally infrequent situations in which an identical value was assigned to each property transacted, the hedonic model has variables capable of correcting and adjusting such situations.

18.5.2.9. Treatment of fractional transactions

The scope of the O.1.1.1.1. index only covers properties that have been traded in their totality. This means that properties are considered to be sold as a whole property, or in any other fraction where the sum of these fractions makes up the unit, e.g. two halves, three thirds, or one quarter together with three quarters.

18.5.3. Other processing issues - OOH sub-indices other than OOH sub-indices for purchases of newly built dwellings and existing dwellings new to households

See below.

18.5.3.1. Elementary aggregate formulae

The ratio of geometric (and arithmetic) mean prices is calculated to compare prices for different companies/ insurers/costs. The average values per company/insurer/cost result from the calculation of weighted arithmetic averages. The indexes are compiled by comparing the current price level with the price level in the base period.

18.5.3.2. Replacements

In the cases in which information is collected (information on insurance premiums and bank commissions), the following situations are contemplated:


i) Insurance premiums: whenever collection from company i become impossible for 2 consecutive months, that company (with an online simulation service) is replaced by another that also provides the same service and preferably has a similar market share. When the impossibility of collection occurs at the level of a particular insurance premium, it is replaced by another of similar characteristics.


ii) Bank commissions: whenever collection from bank i become impossible for 2 consecutive months, this bank is replaced by another one that preferably has a similar market share. If the impossibility of collection occurs at the level of a particular commission, it is replaced by another one with similar characteristics.

18.5.3.3. Quality adjustment

In the case of the O.1.1.1.1. index, a hedonic method (combined with stratification) is used as a way to guarantee the quality adjustment. 

For O.1.1.1.2 and O.1.2.1. indexes, both calculated using information published by a third party, quality change is taken into account in the sense that the same model (of construction works) is followed throughout time. 

The O.1.1.3 index is composed of elementary indexes that correspond, in general, to taxes applied to the transaction value, and no quality adjustment is made. The exception is the (elementary) index regarding bank commissions. The bank commissions are obtained through online collection, and if in a given month it is not possible to collect a bank commission fee, the bridged overlap method, which imputes the price variation found for the remaining premiums collected for the same financial institution (providing mortgage credit), is used as a default quality adjustment method. 

The index O.1.2.2. for insurance premiums use a similar procedure to the bank commissions index.

18.5.3.4. Missing prices

The main reason for the failure to collect a price is the technical breakdown of the website from which the collection is made, either for insurance premiums or bank commissions. Whenever this happens, the chain rate of change of an identical product, from the same company, is applied.

18.5.3.5. Discounts and inducements

The discounts, when detected, are confirmed at different moments in the reference month (2 additional times). This procedure aims to avoid possible errors made during the initial simulation.

The information collected does not cover inducements.

18.5.3.6. Zero prices

There were no cases in which a product related to the acquisition or ownership of housing was made available for free and subsequently a price was charged. There were no cases identified where a product was made available for a price and was subsequently made available free of charge.

18.5.3.7. Treatment of VAT

VAT is included in the observed prices (except in the case of the purchase of dwellings).

18.6. Adjustment

Not applicable, no seasonal adjustments are made. 

The item 18.5 - Data compilation, describe the adjustment for quality changes.


19. Comment Top

None.


Related metadata Top


Annexes Top