Informations Rapides ·
20 January 2023 · n° 13
In Q3 2022, payroll employment increased in almost all regions Localized employment and unemployment rates (by region and department) - third quarter
2022
Between the end of June 2022 and the end of September 2022, payroll employment increased by 0.4% nationwide, at a rate comparable to that of the first two quarters of 2022. The increase is particularly marked for temporary work (+1.9%) and the market services excluding temporary work (+0.7%).
With the exception of Martinique, where it was stable, payroll employment increased by at least 0.2% in all regions. In eight regions, it increased at a rate at least as fast as at national level (+0.4%). The increase was the strongest (+0.6%) in Île-de-France and two overseas departments (Guadeloupe, La Réunion).
In the third quarter of 2022, payroll employment increased by at least 0.4% in 38 of the 100 departments (excluding Mayotte). The increase is the strongest in Paris (+0.9%) and in Morbihan and Hauts-de-Seine (+0.8%). Payroll employment was up moderately (between +0.2% and +0.3%) in 19 other departments, was almost stable (between ‑0.1% and +0.1%) in 32 departments, and was down in 11 departments, notably in Lozère (‑1.1%) and in Meuse (‑0.7%).
- In Q3 2022, payroll employment increased at least as much as at national level in eight regions
- Payroll employment was above its pre-crisis level in all regions and in almost all departments
- Across all regions, the unemployment rate has decreased from its pre-sanitary crisis level
- For further information
In Q3 2022, payroll employment increased at least as much as at national level in eight regions
Between the end of June 2022 and the end of September 2022, payroll employment increased by 0.4% nationwide, at a rate comparable to that of the first two quarters of 2022. The increase is particularly marked for temporary work (+1.9%) and the market services excluding temporary work (+0.7%).
With the exception of Martinique, where it was stable, payroll employment increased by at least 0.2% in all regions. In eight regions, it increased at a rate at least as fast as at national level (+0.4%). The increase was the strongest (+0.6%) in Île-de-France and two overseas departments (Guadeloupe, La Réunion).
In the third quarter of 2022, payroll employment increased by at least 0.4% in 38 of the 100 departments (excluding Mayotte). The increase is the strongest in Paris (+0.9%) and in Morbihan and Hauts-de-Seine (+0.8%). Payroll employment was up moderately (between +0.2% and +0.3%) in 19 other departments, was almost stable (between ‑0.1% and +0.1%) in 32 departments, and was down in 11 departments, notably in Lozère (‑1.1%) and in Meuse (‑0.7%).
tableauChange in payroll employment (regions) between the end of June 2022 and the end of September 2022 (in %)
Change in payroll employment (in %) | |
---|---|
Auvergne-Rhône-Alpes | 0,4 |
Bourgogne-Franche-Comté | 0,3 |
Bretagne | 0,4 |
Centre-Val de Loire | 0,3 |
Corse | 0,3 |
France hors Mayotte | 0,4 |
Grand Est | 0,2 |
Guadeloupe | 0,6 |
Guyane | 0,2 |
Hauts-de-France | 0,4 |
Île-de-France | 0,6 |
La Réunion | 0,6 |
Martinique | 0,0 |
Normandie | 0,5 |
Nouvelle-Aquitaine | 0,2 |
Occitanie | 0,3 |
Pays de la Loire | 0,4 |
Provence-Alpes-Côte d'Azur | 0,3 |
- How to read it: the ranges enable to visualize whether the regions have evolved more or less rapidly compared to the national level (+0.4% between the end of June 2022 and the end of September 2022).
- Note: seasonally adjusted data at the end of the quarter.
- Scope: France excluding Mayotte.
- Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.
graphiqueChange in payroll employment (regions) between the end of June 2022 and the end of September 2022 (in %)

- How to read it: the ranges enable to visualize whether the regions have evolved more or less rapidly compared to the national level (+0.4% between the end of June 2022 and the end of September 2022).
- Note: seasonally adjusted data at the end of the quarter.
- Scope: France excluding Mayotte.
- Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.
tableauChange in payroll employment (departments) between the end of June 2022 and the end of September 2022 (in %)
Change in payroll employment (in %) | |
---|---|
Ain | 0,4 |
Aisne | 0,7 |
Allier | 0,0 |
Alpes-de-Haute-Provence | 0,3 |
Alpes-Maritimes | 0,0 |
Ardèche | 0,5 |
Ardennes | -0,1 |
Ariège | -0,5 |
Aube | 0,1 |
Aude | 0,2 |
Aveyron | -0,1 |
Bas-Rhin | 0,2 |
Bouches-du-Rhône | 0,5 |
Calvados | 0,5 |
Cantal | -0,4 |
Charente | 0,1 |
Charente-Maritime | 0,6 |
Cher | 0,0 |
Corrèze | 0,2 |
Corse-du-Sud | 0,1 |
Côte-d'Or | 0,4 |
Côtes-d'Armor | 0,0 |
Creuse | -0,1 |
Deux-Sèvres | 0,4 |
Dordogne | 0,3 |
Doubs | 0,6 |
Drôme | 0,2 |
Essonne | 0,3 |
Eure | 0,4 |
Eure-et-Loir | 0,1 |
Finistère | 0,0 |
Gard | 0,4 |
Gers | -0,2 |
Gironde | 0,1 |
Guadeloupe (département) | 0,6 |
Guyane (département) | 0,2 |
Haut-Rhin | -0,1 |
Haute-Corse | 0,5 |
Haute-Garonne | 0,7 |
Haute-Loire | 0,1 |
Haute-Marne | -0,2 |
Haute-Saône | 0,4 |
Haute-Savoie | 0,7 |
Haute-Vienne | 0,1 |
Hautes-Alpes | -0,2 |
Hautes-Pyrénées | 0,0 |
Hauts-de-Seine | 0,8 |
Hérault | 0,4 |
Ille-et-Vilaine | 0,5 |
Indre | 0,0 |
Indre-et-Loire | 0,6 |
Isère | 0,5 |
Jura | 0,1 |
La Réunion (département) | 0,6 |
Landes | 0,0 |
Loir-et-Cher | 0,2 |
Loire | 0,1 |
Loire-Atlantique | 0,7 |
Loiret | 0,4 |
Lot | -0,1 |
Lot-et-Garonne | -0,2 |
Lozère | -1,1 |
Maine-et-Loire | 0,2 |
Manche | 0,5 |
Marne | 0,3 |
Martinique (département) | 0,0 |
Mayenne | 0,0 |
Meurthe-et-Moselle | 0,3 |
Meuse | -0,7 |
Morbihan | 0,8 |
Moselle | 0,4 |
Nièvre | -0,1 |
Nord | 0,5 |
Oise | 0,2 |
Orne | 0,4 |
Paris | 0,9 |
Pas-de-Calais | 0,1 |
Puy-de-Dôme | 0,2 |
Pyrénées-Atlantiques | 0,2 |
Pyrénées-Orientales | 0,2 |
Rhône | 0,6 |
Saône-et-Loire | 0,3 |
Sarthe | -0,1 |
Savoie | 0,4 |
Seine-et-Marne | 0,3 |
Seine-Maritime | 0,5 |
Seine-Saint-Denis | 0,5 |
Somme | 0,0 |
Tarn | -0,3 |
Tarn-et-Garonne | 0,1 |
Territoire de Belfort | 0,5 |
Val-d'Oise | 0,4 |
Val-de-Marne | 0,6 |
Var | 0,3 |
Vaucluse | -0,2 |
Vendée | 0,5 |
Vienne | 0,0 |
Vosges | 0,1 |
Yonne | -0,2 |
Yvelines | -0,1 |
- How to read it: the ranges enable to visualize whether the departments have evolved more or less rapidly compared to the national level (+0.4% between the end of June 2022 and the end of September 2022).
- Note: seasonally adjusted data at the end of the quarter.
- Scope: France excluding Mayotte.
- Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.
graphiqueChange in payroll employment (departments) between the end of June 2022 and the end of September 2022 (in %)

- How to read it: the ranges enable to visualize whether the departments have evolved more or less rapidly compared to the national level (+0.4% between the end of June 2022 and the end of September 2022).
- Note: seasonally adjusted data at the end of the quarter.
- Scope: France excluding Mayotte.
- Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.
Payroll employment was above its pre-crisis level in all regions and in almost all departments
At the national level, in Q3 2022, total payroll employment exceeded its pre-sanitary crisis level (end of 2019) by 3.6%. As in the previous quarter, it was above its pre-crisis level in all regions. It was even clearly above its pre-crisis level (more than 5.0%) in two overseas departments (La Réunion and Guyane), and in Corsica.
Payroll employment was above its pre-crisis level in 92 of the 100 departments (excluding Mayotte). Besides the departments of Corsica, La Réunion and Guyane, the additional payroll employment was more significant in the departments of Provence-Alpes-Côte d’Azur, Bretagne, Nouvelle-Aquitaine and the coastal departments of Occitanie. The departments for which payroll employment has not recovered its pre-crisis level are mainly located in the regions of Bourgogne-Franche-Comté and Grand Est, in particular the Meuse and Territoire de Belfort, as well as the departments of Indre and Yvelines.
tableauChange in payroll employment (regions) between the end of December 2019 and the end of September 2022 (in %)
Change in payroll employment (in %) | |
---|---|
Auvergne-Rhône-Alpes | 3,9 |
Bourgogne-Franche-Comté | 1,2 |
Bretagne | 4,7 |
Centre-Val de Loire | 2,2 |
Corse | 6,2 |
France hors Mayotte | 3,6 |
Grand Est | 2,0 |
Guadeloupe | 5,0 |
Guyane | 8,3 |
Hauts-de-France | 3,2 |
Île-de-France | 3,1 |
La Réunion | 8,6 |
Martinique | 4,2 |
Normandie | 2,7 |
Nouvelle-Aquitaine | 4,4 |
Occitanie | 4,5 |
Pays de la Loire | 4,4 |
Provence-Alpes-Côte d'Azur | 4,9 |
- How to read it: the ranges enable to visualize whether the regions have evolved more or less rapidly compared to the national level (+3.6% between the end of 2019 and the end of September 2022).
- Note: seasonally adjusted data at the end of the quarter.
- Scope: France excluding Mayotte.
- Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.
graphiqueChange in payroll employment (regions) between the end of December 2019 and the end of September 2022 (in %)

- How to read it: the ranges enable to visualize whether the regions have evolved more or less rapidly compared to the national level (+3.6% between the end of 2019 and the end of September 2022).
- Note: seasonally adjusted data at the end of the quarter.
- Scope: France excluding Mayotte.
- Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.
tableauChange in payroll employment (departments) between the end of December 2019 and the end of September 2022 (in %)
Change in payroll employment (in %) | |
---|---|
Ain | 2,4 |
Aisne | 1,3 |
Allier | 3,1 |
Alpes-de-Haute-Provence | 5,5 |
Alpes-Maritimes | 3,7 |
Ardèche | 2,8 |
Ardennes | 1,3 |
Ariège | 3,1 |
Aube | 0,4 |
Aude | 4,9 |
Aveyron | 2,4 |
Bas-Rhin | 3,5 |
Bouches-du-Rhône | 5,8 |
Calvados | 3,3 |
Cantal | 1,1 |
Charente | 2,7 |
Charente-Maritime | 5,4 |
Cher | 0,5 |
Corrèze | 1,9 |
Corse-du-Sud | 5,5 |
Côte-d'Or | 2,3 |
Côtes-d'Armor | 3,7 |
Creuse | 1,9 |
Deux-Sèvres | 3,3 |
Dordogne | 4,0 |
Doubs | 0,1 |
Drôme | 4,6 |
Essonne | 2,5 |
Eure | 1,6 |
Eure-et-Loir | 3,4 |
Finistère | 3,9 |
Gard | 5,0 |
Gers | 2,4 |
Gironde | 5,7 |
Guadeloupe (département) | 5,0 |
Guyane (département) | 8,3 |
Haut-Rhin | 1,1 |
Haute-Corse | 7,0 |
Haute-Garonne | 3,7 |
Haute-Loire | 3,7 |
Haute-Marne | -0,2 |
Haute-Saône | 1,3 |
Haute-Savoie | 3,3 |
Haute-Vienne | 3,3 |
Hautes-Alpes | 2,4 |
Hautes-Pyrénées | 1,6 |
Hauts-de-Seine | 2,1 |
Hérault | 6,9 |
Ille-et-Vilaine | 5,2 |
Indre | -0,5 |
Indre-et-Loire | 3,1 |
Isère | 3,7 |
Jura | 2,0 |
La Réunion (département) | 8,6 |
Landes | 4,9 |
Loir-et-Cher | 2,1 |
Loire | 2,3 |
Loire-Atlantique | 4,9 |
Loiret | 2,4 |
Lot | 2,3 |
Lot-et-Garonne | 4,6 |
Lozère | 1,8 |
Maine-et-Loire | 4,2 |
Manche | 2,9 |
Marne | 2,1 |
Martinique (département) | 4,2 |
Mayenne | 2,3 |
Meurthe-et-Moselle | 2,1 |
Meuse | -3,0 |
Morbihan | 5,3 |
Moselle | 2,6 |
Nièvre | -0,9 |
Nord | 4,0 |
Oise | 2,2 |
Orne | 2,0 |
Paris | 5,1 |
Pas-de-Calais | 3,2 |
Puy-de-Dôme | 2,7 |
Pyrénées-Atlantiques | 4,4 |
Pyrénées-Orientales | 7,0 |
Rhône | 5,3 |
Saône-et-Loire | 2,9 |
Sarthe | 3,6 |
Savoie | 4,5 |
Seine-et-Marne | 2,1 |
Seine-Maritime | 2,9 |
Seine-Saint-Denis | 4,5 |
Somme | 1,8 |
Tarn | 2,8 |
Tarn-et-Garonne | 4,5 |
Territoire de Belfort | -1,5 |
Val-d'Oise | 4,2 |
Val-de-Marne | 1,4 |
Var | 4,9 |
Vaucluse | 4,6 |
Vendée | 4,9 |
Vienne | 2,7 |
Vosges | 1,6 |
Yonne | -0,2 |
Yvelines | -0,6 |
- How to read it: the ranges enable to visualize whether the departments have evolved more or less rapidly compared to the national level (+3.6% between the end of 2019 and the end of September 2022).
- Note: seasonally adjusted data at the end of the quarter.
- Scope: France excluding Mayotte.
- Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.
graphiqueChange in payroll employment (departments) between the end of December 2019 and the end of September 2022 (in %)

- How to read it: the ranges enable to visualize whether the departments have evolved more or less rapidly compared to the national level (+3.6% between the end of 2019 and the end of September 2022).
- Note: seasonally adjusted data at the end of the quarter.
- Scope: France excluding Mayotte.
- Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.
Across all regions, the unemployment rate has decreased from its pre-sanitary crisis level
Nationwide (excluding Mayotte), the unemployment rate was 7.3% in Q3 2022, that is 0.9 points below its level in Q4 2019.
Between Q4 2019 and Q3 2022, the unemployment rate decreased in every French region, but less so in Île-de-France (‑0,3 points). In more than half the regions, it decreased more than at national level. It decreased particularly in Corsica (‑1.7 points), as well as in the overseas departments (between ‑2,0 and ‑6.3 points).
The unemployment rate almost stabilized in three departments of Île-de-France region. It declined moderately (between ‑0.2 and ‑0.6 points) in 21 departments. It decreased more than 1,1 points in 13 departments.
tableauChange in unemployment rate (regions) between Q4 2019 and Q3 2022 (in points)
Change in unemployment rate (in points) | |
---|---|
Auvergne-Rhône-Alpes | -0,8 |
Bourgogne-Franche-Comté | -0,8 |
Bretagne | -0,8 |
Centre-Val de Loire | -0,9 |
Corse | -1,7 |
France hors Mayotte | -0,9 |
France métropolitaine | -0,8 |
Grand Est | -0,8 |
Guadeloupe | -2,6 |
Guyane | -6,3 |
Hauts-de-France | -1,2 |
Île-de-France | -0,3 |
La Réunion | -2,5 |
Martinique | -2,0 |
Normandie | -1,0 |
Nouvelle-Aquitaine | -0,9 |
Occitanie | -1,0 |
Pays de la Loire | -0,8 |
Provence-Alpes-Côte d'Azur | -1,1 |
- How to read it: the ranges enable to visualize whether the regions have evolved more or less rapidly compared to the national level (-0.9 points between Q4 2019 and Q3 2022).
- Note: seasonally adjusted data in quarterly average.
- Scope: France excluding Mayotte.
- Source: INSEE, localised unemployment rates.
graphiqueChange in unemployment rate (regions) between Q4 2019 and Q3 2022 (in points)

- How to read it: the ranges enable to visualize whether the regions have evolved more or less rapidly compared to the national level (-0.9 points between Q4 2019 and Q3 2022).
- Note: seasonally adjusted data in quarterly average.
- Scope: France excluding Mayotte.
- Source: INSEE, localised unemployment rates.
tableauChange in unemployment rate (departments) between Q4 2019 and Q3 2022 (in points)
Change in unemployment rate (in points) | |
---|---|
Ain | -0,4 |
Aisne | -0,8 |
Allier | -0,8 |
Alpes-de-Haute-Provence | -0,8 |
Alpes-Maritimes | -1,1 |
Ardèche | -0,7 |
Ardennes | -0,7 |
Ariège | -0,8 |
Aube | -0,8 |
Aude | -1,1 |
Aveyron | -0,6 |
Bas-Rhin | -0,7 |
Bouches-du-Rhône | -1,0 |
Calvados | -0,8 |
Cantal | -0,7 |
Charente | -0,7 |
Charente-Maritime | -1,1 |
Cher | -1,1 |
Corrèze | -0,5 |
Corse-du-Sud | -1,8 |
Côte-d'Or | -0,8 |
Côtes-d'Armor | -0,7 |
Creuse | -0,6 |
Deux-Sèvres | -0,5 |
Dordogne | -0,9 |
Doubs | -0,8 |
Drôme | -1,1 |
Essonne | -0,1 |
Eure | -0,9 |
Eure-et-Loir | -1,0 |
Finistère | -0,8 |
Gard | -1,2 |
Gers | -0,5 |
Gironde | -1,2 |
Guadeloupe (département) | -2,6 |
Guyane (département) | -6,3 |
Haut-Rhin | -1,0 |
Haute-Corse | -1,6 |
Haute-Garonne | -0,5 |
Haute-Loire | -0,7 |
Haute-Marne | -0,6 |
Haute-Saône | -0,8 |
Haute-Savoie | -0,7 |
Haute-Vienne | -0,8 |
Hautes-Alpes | -0,9 |
Hautes-Pyrénées | -0,7 |
Hauts-de-Seine | -0,4 |
Hérault | -1,3 |
Ille-et-Vilaine | -0,7 |
Indre | -0,7 |
Indre-et-Loire | -1,1 |
Isère | -0,8 |
Jura | -0,8 |
La Réunion (département) | -2,5 |
Landes | -0,9 |
Loir-et-Cher | -0,8 |
Loire | -0,8 |
Loire-Atlantique | -0,9 |
Loiret | -0,8 |
Lot | -0,6 |
Lot-et-Garonne | -0,8 |
Lozère | -0,5 |
Maine-et-Loire | -0,9 |
Manche | -0,7 |
Marne | -0,7 |
Martinique (département) | -2,0 |
Mayenne | -0,5 |
Meurthe-et-Moselle | -1,0 |
Meuse | -0,3 |
Morbihan | -1,1 |
Moselle | -0,8 |
Nièvre | -0,2 |
Nord | -1,2 |
Oise | -0,6 |
Orne | -0,9 |
Paris | -0,6 |
Pas-de-Calais | -1,5 |
Puy-de-Dôme | -0,7 |
Pyrénées-Atlantiques | -0,9 |
Pyrénées-Orientales | -1,5 |
Rhône | -1,1 |
Saône-et-Loire | -1,0 |
Sarthe | -0,9 |
Savoie | -1,0 |
Seine-et-Marne | -0,1 |
Seine-Maritime | -1,3 |
Seine-Saint-Denis | -0,4 |
Somme | -0,8 |
Tarn | -0,9 |
Tarn-et-Garonne | -1,0 |
Territoire de Belfort | -0,4 |
Val-d'Oise | -0,3 |
Val-de-Marne | -0,2 |
Var | -1,1 |
Vaucluse | -1,0 |
Vendée | -0,9 |
Vienne | -0,5 |
Vosges | -1,1 |
Yonne | -0,8 |
Yvelines | 0,1 |
- How to read it: the ranges enable to visualize whether the departments have evolved more or less rapidly compared to the national level (-0.9 points between Q4 2019 and Q3 2022).
- Note: seasonally adjusted data in quarterly average.
- Scope: France excluding Mayotte.
- Source: INSEE, localised unemployment rates.
graphiqueChange in unemployment rate (departments) between Q4 2019 and Q3 2022 (in points)

- How to read it: the ranges enable to visualize whether the departments have evolved more or less rapidly compared to the national level (-0.9 points between Q4 2019 and Q3 2022).
- Note: seasonally adjusted data in quarterly average.
- Scope: France excluding Mayotte.
- Source: INSEE, localised unemployment rates.
In metropolitan France, the unemployment rate is higher than at the national level (7.3%) in only three regions in Q3 2022: Provence-Alpes-Côte d’Azur (8.2%), Occitanie (8.7%) and Hauts-de-France (8.9%). In the French overseas departments, it is higher, ranging from 13.3% in Guyane and Martinique to 18.3% in Guadeloupe. On the other hand, the unemployment rate is lowest in Bretagne, Corsica and Pays de la Loire (around 6%).
tableauQuarterly unemployment rate (regions) in Q3 2022 (in %)
Quarterly unemployment rate (in %) | |
---|---|
Auvergne-Rhône-Alpes | 6,3 |
Bourgogne-Franche-Comté | 6,4 |
Bretagne | 6,0 |
Centre-Val de Loire | 6,9 |
Corse | 6,1 |
France hors Mayotte | 7,3 |
France métropolitaine | 7,1 |
Grand Est | 7,1 |
Guadeloupe | 18,3 |
Guyane | 13,3 |
Hauts-de-France | 8,9 |
Île-de-France | 6,9 |
La Réunion | 17,7 |
Martinique | 13,3 |
Normandie | 7,0 |
Nouvelle-Aquitaine | 6,6 |
Occitanie | 8,7 |
Pays de la Loire | 6,1 |
Provence-Alpes-Côte d'Azur | 8,2 |
- How to read it: the ranges enable to visualize the level of the regions compared to the national level (7.3% in Q3 2022).
- Note: seasonally adjusted data in quarterly average.
- Scope: France excluding Mayotte.
- Source: INSEE, localised unemployment rates.
graphiqueQuarterly unemployment rate (regions) in Q3 2022 (in %)

- How to read it: the ranges enable to visualize the level of the regions compared to the national level (7.3% in Q3 2022).
- Note: seasonally adjusted data in quarterly average.
- Scope: France excluding Mayotte.
- Source: INSEE, localised unemployment rates.
tableauQuarterly unemployment rate (departments) in Q3 2022 (in %)
Quarterly unemployment rate (in %) | |
---|---|
Ain | 5,5 |
Aisne | 10,5 |
Allier | 7,8 |
Alpes-de-Haute-Provence | 8,5 |
Alpes-Maritimes | 7,4 |
Ardèche | 8,2 |
Ardennes | 9,3 |
Ariège | 9,5 |
Aube | 9,5 |
Aude | 10,0 |
Aveyron | 5,7 |
Bas-Rhin | 6,2 |
Bouches-du-Rhône | 8,7 |
Calvados | 6,6 |
Cantal | 4,1 |
Charente | 7,1 |
Charente-Maritime | 7,1 |
Cher | 7,5 |
Corrèze | 6,1 |
Corse-du-Sud | 5,7 |
Côte-d'Or | 5,8 |
Côtes-d'Armor | 6,4 |
Creuse | 7,0 |
Deux-Sèvres | 5,4 |
Dordogne | 7,4 |
Doubs | 6,7 |
Drôme | 7,8 |
Essonne | 6,4 |
Eure | 7,2 |
Eure-et-Loir | 6,8 |
Finistère | 6,3 |
Gard | 10,0 |
Gers | 5,7 |
Gironde | 6,6 |
Guadeloupe (département) | 18,3 |
Guyane (département) | 13,3 |
Haut-Rhin | 6,9 |
Haute-Corse | 6,5 |
Haute-Garonne | 7,4 |
Haute-Loire | 5,7 |
Haute-Marne | 6,5 |
Haute-Saône | 6,5 |
Haute-Savoie | 5,4 |
Haute-Vienne | 6,6 |
Hautes-Alpes | 6,9 |
Hautes-Pyrénées | 8,2 |
Hauts-de-Seine | 5,9 |
Hérault | 10,2 |
Ille-et-Vilaine | 5,6 |
Indre | 7,2 |
Indre-et-Loire | 6,5 |
Isère | 5,9 |
Jura | 5,2 |
La Réunion (département) | 17,7 |
Landes | 7,0 |
Loir-et-Cher | 6,0 |
Loire | 7,3 |
Loire-Atlantique | 5,8 |
Loiret | 7,2 |
Lot | 7,4 |
Lot-et-Garonne | 7,5 |
Lozère | 4,7 |
Maine-et-Loire | 6,6 |
Manche | 5,3 |
Marne | 7,0 |
Martinique (département) | 13,3 |
Mayenne | 5,1 |
Meurthe-et-Moselle | 6,9 |
Meuse | 7,3 |
Morbihan | 5,9 |
Moselle | 7,2 |
Nièvre | 6,9 |
Nord | 9,4 |
Oise | 7,5 |
Orne | 6,7 |
Paris | 5,7 |
Pas-de-Calais | 8,4 |
Puy-de-Dôme | 6,4 |
Pyrénées-Atlantiques | 5,8 |
Pyrénées-Orientales | 11,8 |
Rhône | 6,3 |
Saône-et-Loire | 6,4 |
Sarthe | 7,3 |
Savoie | 5,2 |
Seine-et-Marne | 6,7 |
Seine-Maritime | 8,0 |
Seine-Saint-Denis | 10,2 |
Somme | 8,8 |
Tarn | 7,8 |
Tarn-et-Garonne | 8,5 |
Territoire de Belfort | 8,4 |
Val-d'Oise | 8,0 |
Val-de-Marne | 7,1 |
Var | 7,6 |
Vaucluse | 9,6 |
Vendée | 5,4 |
Vienne | 6,1 |
Vosges | 7,6 |
Yonne | 6,8 |
Yvelines | 6,4 |
- How to read it: the ranges enable to visualize the level of the departments compared to the national level (7.3% in Q3 2022).
- Note: seasonally adjusted data in quarterly average.
- Scope: France excluding Mayotte.
- Source: INSEE, localised unemployment rates.
graphiqueQuarterly unemployment rate (departments) in Q3 2022 (in %)

- How to read it: the ranges enable to visualize the level of the departments compared to the national level (7.3% in Q3 2022).
- Note: seasonally adjusted data in quarterly average.
- Scope: France excluding Mayotte.
- Source: INSEE, localised unemployment rates.
For further information
The Quarterly Employment Estimates measure employment at the place of work in France (excluding Mayotte). They are compiled by INSEE by applying to the annual employment base the quarterly changes from several sources mobilized by the Caisse nationale de l'Urssaf, Dares and INSEE.
The introduction of the Déclaration sociale nominative (DSN) to replace the bordereau récapitulatif de cotisations (BRC) may have temporarily affected companies' reporting behavior. During the DSN ramp-up phase, adaptations have been made in the statistical processing chain of employment estimates in order to take these changes into account.
In particular, in the third quarter of 2022, a switch to the DSN source was made for the State civil service. This change of source may have led to a break in the seasonality of the measurement of public employment; the most obvious breaks have been neutralized, but some less obvious and smaller ones may remain.
The “enquête Emploi” enables to measure precisely at the national level, the unemployment rate every trimester. At sharper geographic levels the sample surveyed is too small for good cyclical monitoring.
INSEE therefore develops a specific indicator, the “localized unemployment rate” based on three sources for metropolitan France: the “enquête Emploi”, which provides the number of unemployed and employed persons in the ILO sense; administrative data on employment from social declarations by companies and the self-employed, making it possible to exhaustively and finely localize employment at a territorial level; data on job seekers at the end of the month registered with Pôle emploi in category A (DEFM A), which make it possible to finely localize unemployed persons. This last source differs in level from the results of the “enquête Emploi”, since it does not follow the ILO concepts used in the survey. But, assuming that this difference is evenly distributed, its structure can be used to disaggregate unemployment from the “enquête Emploi”.
The calculation of localized unemployment rates in the DOMs excluding Mayotte is based on a specific methodology, which means that a statistical hazard remains in the short-term variations. To study structural and long-term effects, annual average unemployment rate series should be preferred in the DOMs excluding Mayotte.
INSEE does not calculate a quarterly unemployment rate for Mayotte, but instead publishes an annual figure based on the “enquête Emploi” conducted in the second quarter of each year. Thus, in the second quarter of 2021, the ILO unemployment rate was 30% of the active population in Mayotte. Q2 2022 figures will be released in February 2023.
Data are provisional for the last quarter and revised for previous quarters.
Next publication : 6 April 2023 at 12:00.
Pour en savoir plus
The Quarterly Employment Estimates measure employment at the place of work in France (excluding Mayotte). They are compiled by INSEE by applying to the annual employment base the quarterly changes from several sources mobilized by the Caisse nationale de l'Urssaf, Dares and INSEE.
The introduction of the Déclaration sociale nominative (DSN) to replace the bordereau récapitulatif de cotisations (BRC) may have temporarily affected companies' reporting behavior. During the DSN ramp-up phase, adaptations have been made in the statistical processing chain of employment estimates in order to take these changes into account.
In particular, in the third quarter of 2022, a switch to the DSN source was made for the State civil service. This change of source may have led to a break in the seasonality of the measurement of public employment; the most obvious breaks have been neutralized, but some less obvious and smaller ones may remain.
The “enquête Emploi” enables to measure precisely at the national level, the unemployment rate every trimester. At sharper geographic levels the sample surveyed is too small for good cyclical monitoring.
INSEE therefore develops a specific indicator, the “localized unemployment rate” based on three sources for metropolitan France: the “enquête Emploi”, which provides the number of unemployed and employed persons in the ILO sense; administrative data on employment from social declarations by companies and the self-employed, making it possible to exhaustively and finely localize employment at a territorial level; data on job seekers at the end of the month registered with Pôle emploi in category A (DEFM A), which make it possible to finely localize unemployed persons. This last source differs in level from the results of the “enquête Emploi”, since it does not follow the ILO concepts used in the survey. But, assuming that this difference is evenly distributed, its structure can be used to disaggregate unemployment from the “enquête Emploi”.
The calculation of localized unemployment rates in the DOMs excluding Mayotte is based on a specific methodology, which means that a statistical hazard remains in the short-term variations. To study structural and long-term effects, annual average unemployment rate series should be preferred in the DOMs excluding Mayotte.
INSEE does not calculate a quarterly unemployment rate for Mayotte, but instead publishes an annual figure based on the “enquête Emploi” conducted in the second quarter of each year. Thus, in the second quarter of 2021, the ILO unemployment rate was 30% of the active population in Mayotte. Q2 2022 figures will be released in February 2023.
Data are provisional for the last quarter and revised for previous quarters.
Next publication : 6 April 2023 at 12:00.
Informations Rapides : In Q3 2022, the unemployment rate was virtually stable at 7.3%
Informations Rapides: In Q2 2022, the unemployment rate was virtually stable at 7.4%
Informations Rapides : In Q3 2022, payroll employment increased by 0.4%
Time series: Estimates of salaried employment by business sector
Time series: Localised unemployment rates