Statistical Insights

EU-SILC: Technical note on break-in-time-series

Following the media coverage of data published from the EU-SILC survey in news release 182/2025 “EU-SILC 2024: Main dwellings”, the NSO wishes to provide further clarification on methodological updates implemented in the survey which have resulted in some of the secondary indicators from the EU-SILC 2023 and EU-SILC 2024 to no longer be fully comparable with previous years. Consequently, this change necessitates a break-in-time-series in 2023. The purpose of this note is to provide additional technical information regarding the break-in-time-series to ensure accurate interpretation of the results.

The break-in-time-series was required following the most recent Census of Population and Housing, which was conducted in 2021. While the decennial Census plays a crucial role in providing demographic data, it also serves as a vital benchmark for survey-based indicators compiled within social statistics. Before the 2021 Census, it was not possible to calibrate the EU-SILC data using separate weights for the Maltese and foreign populations; therefore, calibration was done using total population weights. Calibration is a statistical adjustment method applied to survey data to primarily address non-response bias, thus ensuring that all population cohorts in the target population are adequately represented in the survey.

While comparing the EU-SILC weighted counts to the Census figures showed that estimates at the total level were aligned, the distribution by broad citizenship category was not. An analysis of the data showed an under-coverage of the foreign population and consequently an over-coverage of the Maltese. After the 2021 Census data became available, it became possible to apply separate calibration weights for the Maltese and foreign populations, starting from reference year 2023. While this ensured that the distribution by broad citizenship category aligned with the Census, it led to a reduction in the share of Maltese households and an increase in the share of foreign households across the total number of households in the survey.

The NSO does acknowledge the possibility that the under-coverage of foreigners has impacted indicators emerging from the EU-SILC and subsequently their comparability with the estimates produced after the update. An analysis was therefore conducted, through several simulations, to re-estimate the indicators to adjust for the under-coverage noted when benchmarking with the Census. This analysis showed that, while the update adjusted the weighted count of foreigners and Maltese in the survey, it did not significantly impact the rates for the headline indicators for the total population. These are the core indicators produced as part of the EU-SILC and include the at-risk-of-poverty and social exclusion rate (AROPE), at-risk-of-poverty rate (ARP), measures of material and social deprivation (MSD) and low work intensity (LWI). As a result, further to consultation with Eurostat, a revision of the time-series was not deemed necessary to ensure full adherence with EU Regulation (2019/1700). Moreover, such a complex and extensive revision requires technical expertise coupled with rigorous research which has, to date, not been concluded.

There were however some secondary indicators where the estimates for the total household population were significantly impacted by the upward revision in the count of foreigners. This includes the distribution of main dwellings by tenure status. This occurred because the distribution of tenure status across the two broad categories of citizenship varies significantly. As noted previously, when the calibration methodology was updated, it increased the number of foreign households (households where all members are foreign), while reducing the number of Maltese households (households where all members are Maltese) in the survey population. Table 1 presents the weighted counts of households by tenure status from the EU-SILC survey from reference year 2020 to 2024. The data is presented for the total households as well as Maltese households, foreign households and mixed households (where at least one member is Maltese, and one member is foreign) separately. The break-in-time-series is flagged in 2023. The shift in the weighted count of Maltese and foreign households can be seen when comparing the weighted count of households for 2022 to 2023 for the two sub-groups of citizenship and the total, across the tenure status categories. This significant shift in the weighted count of households necessitates a break-in-time-series since the weighted counts prior to the methodological change have not been revised.

Table 1. Households by tenure status (weighted counts) and broad citizenship group: 2020 - 2024

Household Tenure Table
Total
Owner Tenant Accommodation free of charge Total
number
SILC 2020 162,638 34,286 9,944 206,868
SILC 2021 163,425 35,350 9,809 208,584
SILC 2022 167,597 35,778 7,960 211,334
SILC 2023b 159,500 53,006 8,564 221,070
SILC 2024 152,765 68,428 8,832 230,025
Maltese1
Owner Tenant Accommodation free of charge Total
number
SILC 2020 153,464 27,051 9,035 189,550
SILC 2021 153,414 27,592 9,175 190,182
SILC 2022 159,141 29,463 7,656 196,260
SILC 2023b 121,955 17,271 8,204 147,430
SILC 2024 123,360 20,484 6,424 150,267
Foreign2
Owner Tenant Accommodation free of charge Total
number
SILC 2020 [2,036] 6,172 : 8,793
SILC 2021 [2,246] 6,387 : 8,921
SILC 2022 [1,532] [4,610] : 6,286
SILC 2023b 13,664 29,960 : 43,757
SILC 2024 13,897 43,293 : 58,517
Mixed3
Owner Tenant Accommodation free of charge Total
number
SILC 2020 7,139 : : 8,526
SILC 2021 7,764 [1,371] : 9,481
SILC 2022 6,924 [1,704] : 8,788
SILC 2023b 23,882 [5,774] : 29,883
SILC 2024 15,509 [4,652] : 21,240

b Break-in-time-series: Series prior to 2023 is not comparable
1 Includes households where all residing members are Maltese nationals.
2 Includes households where all residing members are foreign nationals.
3 Includes households where at least one residing member is a foreign national and one residing member is a Maltese national.

Notes:

: Data not published due to unreliable survey estimates as a result of:
1. Less than 20 reporting households; or
2. The non-response for the item concerned exceeds 50 per cent.

[ ] Figures to be used with caution: figures with between 20 and 49 reporting households or with non-response for the item concerned that exceeds 20 per cent and is lower or equal to 50 per cent.

It is important to note that while the number of households in terms of the weighted counts for the two citizenship sub-groups shifted following the update, the percentage distribution by tenure status within the sub-groups remained consistent. What this means is that within the sub-groups of Maltese households and foreign households, the percentage share of owners (including owners with a mortgage) and tenants (renters) estimated from the survey from 2023 onwards remained in line with the trend exhibited prior to the methodological change. This is presented in Chart 1 and Chart 2 below. As a result, the time series specifically related to the percentage distribution of tenure status separately for Maltese and foreign households is considered comparable and therefore no break-in-time-series has occurred. 

Chart 1. Percentage of Maltese and foreign households that are owners: 2020 - 2024

Owners

Note: There is no break-in-time-series, as the percentage shares estimated from the 2023 survey onward remain consistent with the trend observed for this indicator prior to the methodological change.

Chart 2. Percentage of Maltese and foreign households that are tenants: 2020 - 2024
Owners

Note: There is no break-in-time-series, as the percentage shares estimated from the 2023 survey onward remain consistent with the trend observed for this indicator prior to the methodological change.

What the upward revision of foreign households however did, is provide more weight to the distribution of tenure status seen among foreign households when estimating the percentage distribution for the total. Since the share of tenants (renters) is significantly higher among foreign households when compared to Maltese households, the increase in the coverage of foreign households in 2023 significantly redistributed the percentage share of owners and tenants for the estimate of tenure status across the total (Table 2). Therefore, in this case, a break-in-time-series is required for the indicator when estimated at the total level, since the time series prior to the methodological change has not been revised.

Table 2. Households by tenure status (percentage distribution) and broad citizenship group: 2020 - 2024
Household Tenure Table
Total
Owner Tenant Accommodation free of charge Total
%
SILC 2020 78.6 16.6 4.8 100.0
SILC 2021 78.3 16.9 4.7 100.0
SILC 2022 79.3 16.9 3.8 100.0
SILC 2023b 72.1 24.0 3.9 100.0
SILC 2024 66.4 29.7 3.8 100.0
Maltese1
Owner Tenant Accommodation free of charge Total
%
SILC 2020 81.0 14.3 4.8 100.0
SILC 2021 80.7 14.5 4.8 100.0
SILC 2022 81.1 15.0 3.9 100.0
SILC 2023 82.7 11.7 5.6 100.0
SILC 2024 82.1 13.6 4.3 100.0
Foreign2
Owner Tenant Accommodation free of charge Total
%
SILC 2020 [23.2] 70.2 : 100.0
SILC 2021 [25.2] 71.6 : 100.0
SILC 2022 [24.4] [73.3] : 100.0
SILC 2023 31.2 68.5 : 100.0
SILC 2024 23.7 74.0 : 100.0
Mixed3
Owner Tenant Accommodation free of charge Total
%
SILC 2020 83.7 : : 100.0
SILC 2021 81.9 [14.5] : 100.0
SILC 2022 78.8 [19.4] : 100.0
SILC 2023 79.9 [19.3] : 100.0
SILC 2024 73.0 [21.9] : 100.0

b Break-in-time-series: Series prior to 2023 is not comparable
1 Includes households where all residing members are Maltese nationals.
2 Includes households where all residing members are foreign nationals.
3 Includes households where at least one residing member is a foreign national and one residing member is a Maltese national.

Notes:

: Data not published due to unreliable survey estimates as a result of:
1. Less than 20 reporting households; or
2. The non-response for the item concerned exceeds 50 per cent.

[ ] Figures to be used with caution: figures with between 20 and 49 reporting households or with non-response for the item concerned that exceeds 20 per cent and is lower or equal to 50 per cent.

In conclusion, while updating the methodology used to calibrate the EU-SILC survey addressed the under-coverage noted when benchmarking against the Census, it did significantly impact the estimate of some secondary indicators, such as tenure status, at the total level. This means that since a revision of the series prior to the update in 2023 has not been conducted to adjust for the under-coverage, this data is considered not comparable to the estimates produced following the methodological change and therefore a break-in-time-series has occurred (denoted by ‘b’).

The NSO is currently working to address this break-in-time-series. The NSO remains committed to improve its communication practices to ensure that breaks in series are conveyed clearly, effectively and in a timely manner. We encourage all users to consult with the NSO when using time series data from the EU-SILC survey to ensure accurate interpretation of the results.

Concepts and definitions

Tenure status: legal arrangement under which the household occupies its main dwelling.

  1. Owner: a person is considered an owner if they possess the title deed of the dwelling, regardless of whether it has been fully paid for. Ownership applies only if the owner is a member of the household; if the dwelling is owned by a relative who does not live in the household, the household is not classified as owning the accommodation. Ownership may refer either to owners with an outstanding mortgage, or to outright owners who have fully paid for their dwelling. An owner with an outstanding mortgage is a household where at least one member is repaying a mortgage or loan. An outright owner refers to a household owning its main dwelling without any outstanding mortgage.
  1. Tenant: a household that pays rent at the prevailing or market rate. The category also applies where rent at market price is paid but is partly or wholly reimbursed from housing benefits or other sources, including public, charitable, or private sources.
  1. Accommodation provided for free: when the household occupies the dwelling and there is no rent to be paid, such as when the accommodation comes with the job or is provided rent-free from a private source.

Maltese households: all resident members of the household are Maltese.

Foreign households: all resident members of the household are foreign.

Mixed households: at least one resident member of the household is Maltese, and one is foreign.

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