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Informations Rapides · 26 March 2024 · n° 76
Informations rapidesIn Q4 2023, payroll employment was almost stable in most regions Localized employment and unemployment rates (by region and department) - fourth quarter 2023

Between the end of September 2023 and the end of December 2023, payroll employment in France as a whole (excluding Mayotte) was stable (0.0% after +0.2%). Temporary employment fell for the fourth consecutive quarter (‑1.7%), and reached a lower level than before the health crisis.

Informations rapides
No 76
Paru le :Paru le26/03/2024

Payroll employment was almost stable in a large number of regions, with a more mixed situation in the departments

Between the end of September 2023 and the end of December 2023, payroll employment in France as a whole (excluding Mayotte) was stable (0.0% after +0.2%). Temporary employment fell for the fourth consecutive quarter (‑1.7%), and reached a lower level than before the health crisis.

Change in payroll employment (regions) between the end of September 2023 and the end of December 2023 (in %)

Change in payroll employment (regions) between the end of September 2023 and the end of December 2023 (in %)
Change in salaried employment (in %)
Auvergne-Rhône-Alpes 0.1
Bourgogne-Franche-Comté 0.1
Bretagne 0.3
Centre-Val de Loire 0.0
Corse -0.4
France hors Mayotte 0.0
Grand Est 0.2
Guadeloupe 0.3
Guyane 0.9
Hauts-de-France 0.0
Île-de-France -0.1
La Réunion 0.0
Martinique -0.7
Normandie 0.1
Nouvelle-Aquitaine 0.1
Occitanie 0.0
Pays de la Loire 0.1
Provence-Alpes-Côte d'Azur 0.1
  • Note: seasonally adjusted data at the end of the quarter.
  • Scope: France excluding Mayotte.
  • Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.

Change in payroll employment (regions) between the end of September 2023 and the end of December 2023 (in %)

  • Note: seasonally adjusted data at the end of the quarter.
  • Scope: France excluding Mayotte.
  • Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.

At regional level, payroll employment was almost stable (between ‑0.1% and +0.1%) in two-thirds of the regions. It increased by between 0.2% and 0.3% in Bretagne, Guadeloupe and Grand Est, and by 0.9% in Guyane. Lastly, it decreased in two regions: Martinique (‑0.7%) and Corse (‑0.4%).

The situation is more varied at departmental level: the variations between departments in the same region can be very different. This was the case, for example, in Bourgogne-Franche-Comté, where payroll employment in Côte-d'Or was more dynamic (+0.4%) than in the other departments of the region, particularly Nièvre (‑0.4%). This was also the case in Île-de-France, where payroll employment rose in Val-d'Oise (+0.4%) and fell in Seine-Saint-Denis (‑0.4%). In Provence-Alpes-Côte d'Azur, where payroll employment was almost stable, it increased by 0.8% in Alpes-de-Haute-Provence, the largest increase of any department in mainland France.

Overall, payroll employment was almost stable in the fourth quarter of 2023 in less than half (43) of the departments. It rose from 0.2% to 0.3% in 22 departments, and by at least 0.4% in 14 departments. Conversely, it fell in 21 departments, particularly in Martinique (‑0.7%) and Haute-Corse (‑0.5%).

Change in payroll employment (departments) between the end of September 2023 and the end of December 2023 (in %)

Change in payroll employment (departments) between the end of September 2023 and the end of December 2023 (in %)
Change in salaried employment (in %)
Ain 0.0
Aisne -0.1
Allier 0.0
Alpes-de-Haute-Provence 0.8
Alpes-Maritimes -0.1
Ardèche 0.0
Ardennes 0.3
Ariège 0.3
Aube -0.4
Aude -0.2
Aveyron 0.2
Bas-Rhin 0.0
Bouches-du-Rhône 0.2
Calvados 0.1
Cantal 0.4
Charente 0.0
Charente-Maritime 0.1
Cher 0.4
Corrèze 0.3
Corse-du-Sud -0.3
Côte-d'Or 0.4
Côtes-d'Armor 0.3
Creuse 0.7
Deux-Sèvres 0.4
Dordogne 0.1
Doubs 0.3
Drôme -0.3
Essonne -0.2
Eure -0.2
Eure-et-Loir -0.2
Finistère 0.2
Gard 0.1
Gers 0.1
Gironde -0.2
Guadeloupe (département) 0.3
Guyane (département) 0.9
Haut-Rhin 0.1
Haute-Corse -0.5
Haute-Garonne 0.2
Haute-Loire 0.3
Haute-Marne 0.0
Haute-Saône 0.0
Haute-Savoie 0.1
Haute-Vienne 0.0
Hautes-Alpes -0.1
Hautes-Pyrénées 0.1
Hauts-de-Seine -0.1
Hérault -0.2
Ille-et-Vilaine 0.5
Indre -0.1
Indre-et-Loire 0.3
Isère 0.1
Jura 0.0
La Réunion (département) 0.0
Landes 0.2
Loir-et-Cher -0.1
Loire -0.3
Loire-Atlantique 0.2
Loiret -0.2
Lot 0.6
Lot-et-Garonne 0.1
Lozère -0.2
Maine-et-Loire 0.1
Manche 0.0
Marne 0.3
Martinique (département) -0.7
Mayenne 0.2
Meurthe-et-Moselle 0.1
Meuse 0.3
Morbihan 0.0
Moselle 0.5
Nièvre -0.4
Nord 0.1
Oise -0.2
Orne 0.0
Paris -0.1
Pas-de-Calais -0.1
Puy-de-Dôme 0.3
Pyrénées-Atlantiques 0.2
Pyrénées-Orientales -0.4
Rhône 0.2
Saône-et-Loire -0.2
Sarthe 0.1
Savoie 0.0
Seine-et-Marne 0.0
Seine-Maritime 0.2
Seine-Saint-Denis -0.4
Somme 0.6
Tarn 0.0
Tarn-et-Garonne 0.1
Territoire de Belfort 0.4
Val-d'Oise 0.4
Val-de-Marne -0.3
Var 0.2
Vaucluse 0.1
Vendée -0.1
Vienne 0.5
Vosges 0.0
Yonne -0.1
Yvelines -0.2
  • Note: seasonally adjusted data at the end of the quarter.
  • Scope: France excluding Mayotte.
  • Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.

Change in payroll employment (departments) between the end of September 2023 and the end of December 2023 (in %)

  • Note: seasonally adjusted data at the end of the quarter.
  • Scope: France excluding Mayotte.
  • Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.

Compared with a year earlier, payroll employment was almost stable in the North-East quarter and in Corse and above in the other regions

At the national level, in Q4 2023, total payroll employment was 0.6% higher than in Q4 2022.

Change in payroll employment (regions) between December 2022 and December 2023 (in %)

Change in payroll employment (regions) between December 2022 and December 2023 (in %)
Change in total salaried employment between the end of 2022 and the end of 2023 (in %)
Auvergne-Rhône-Alpes 0.6
Bourgogne-Franche-Comté 0.1
Bretagne 1.2
Centre-Val de Loire 0.3
Corse 0.1
France hors Mayotte 0.6
Grand Est 0.0
Guadeloupe 0.4
Guyane 2.9
Hauts-de-France 0.0
Île-de-France 0.8
La Réunion 0.9
Martinique 0.2
Normandie 0.5
Nouvelle-Aquitaine 0.3
Occitanie 0.7
Pays de la Loire 0.8
Provence-Alpes-Côte d'Azur 0.8
  • How to read it: the ranges enable to visualize whether the regions have evolved more or less rapidly compared to the national level (+0.6% between the end of December 2022 and the end of December 2023).
  • Note: seasonally adjusted data at the end of the quarter.
  • Scope: France excluding Mayotte.
  • Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.

Change in payroll employment (regions) between December 2022 and December 2023 (in %)

  • How to read it: the ranges enable to visualize whether the regions have evolved more or less rapidly compared to the national level (+0.6% between the end of December 2022 and the end of December 2023).
  • 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 level of one year earlier (by at least 0.2%) in all regions except in the North-East quarter and in Corse, where it was almost stable. In five regions, payroll employment increased slightly (from +0.2% to +0.5%), particularly in Martinique (+0.2%). Over one year, payroll employment increased by between 0.6% and 0.9% in six regions, and was well above its level of a year earlier in Bretagne (+1.2%) and Guyane (+2.9%).

At the end of December 2023, payroll employment was higher than a year earlier in 60 of the 100 departments (excluding Mayotte). Conversely, payroll employment was below its December 2022 level in 22 departments, with the sharpest decline in Gers (‑1.1%). Lastly, payroll employment was almost stable (between ‑0.1% and +0.1%) in 18 departments.

As in the case of quarterly trends, situations can vary widely between departments within the same region. In the North-East quarter, the most dynamic departments were Côte-d'Or, Doubs, Somme and Marne, while most of the other departments in these regions experienced a fall in payroll employment.

Among the regions where payroll employment increased over one year faster than the national average, some have homogeneous departmental trends. This is the case in Pays de la Loire and Bretagne, where employment increased faster than the national average in all departments except Sarthe. In Bretagne, employment trends were particularly dynamic in all four departments, with increases ranging from +0.7% in Morbihan to +1.8% in Ille-et-Vilaine.

At departmental level, payroll employment increased the most over one year in Haute-Garonne (+1.7%) and, conversely, fell the most sharply in the Gers (-1.1%).

Change in payroll employment (departments) between December 2022 and December 2023 (in %)

Change in payroll employment (departments) between December 2022 and December 2023 (in %)
Change in total salaried employment between the end of 2022 and the end of 2023 (in %)
Ain 0.3
Aisne -0.3
Allier 0.0
Alpes-de-Haute-Provence 2.1
Alpes-Maritimes 0.7
Ardèche 0.9
Ardennes -0.1
Ariège 0.4
Aube -0.7
Aude -0.1
Aveyron 0.4
Bas-Rhin 0.3
Bouches-du-Rhône 1.1
Calvados 1.2
Cantal 0.3
Charente -0.4
Charente-Maritime 0.7
Cher 1.0
Corrèze 0.2
Corse-du-Sud -0.2
Côte-d'Or 0.9
Côtes-d'Armor 1.2
Creuse 0.1
Deux-Sèvres 0.4
Dordogne 0.4
Doubs 0.6
Drôme 0.1
Essonne 1.0
Eure -0.2
Eure-et-Loir 0.0
Finistère 0.9
Gard 0.6
Gers -1.1
Gironde 0.4
Guadeloupe (département) 0.4
Guyane (département) 2.9
Haut-Rhin -0.1
Haute-Corse 0.5
Haute-Garonne 1.7
Haute-Loire 0.5
Haute-Marne -0.9
Haute-Saône -0.7
Haute-Savoie 0.8
Haute-Vienne -0.9
Hautes-Alpes 0.0
Hautes-Pyrénées 1.2
Hauts-de-Seine 1.0
Hérault 0.6
Ille-et-Vilaine 1.8
Indre 0.3
Indre-et-Loire 1.4
Isère 0.4
Jura 0.3
La Réunion (département) 0.9
Landes 0.7
Loir-et-Cher -0.4
Loire -0.2
Loire-Atlantique 1.1
Loiret -0.7
Lot 0.9
Lot-et-Garonne 0.3
Lozère -0.5
Maine-et-Loire 0.6
Manche -0.1
Marne 0.5
Martinique (département) 0.2
Mayenne 0.9
Meurthe-et-Moselle 0.2
Meuse 0.1
Morbihan 0.7
Moselle -0.2
Nièvre 0.0
Nord 0.1
Oise -0.2
Orne -0.2
Paris 0.9
Pas-de-Calais -0.2
Puy-de-Dôme 0.5
Pyrénées-Atlantiques 0.6
Pyrénées-Orientales -0.7
Rhône 0.9
Saône-et-Loire -0.5
Sarthe -0.1
Savoie 1.2
Seine-et-Marne 0.6
Seine-Maritime 0.7
Seine-Saint-Denis 0.8
Somme 0.5
Tarn 0.0
Tarn-et-Garonne 0.1
Territoire de Belfort -0.2
Val-d'Oise 1.4
Val-de-Marne 0.0
Var 0.6
Vaucluse 0.1
Vendée 1.1
Vienne 0.4
Vosges -0.2
Yonne -0.4
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 (+0.6% between the end of December 2022 and the end of December 2023).
  • Note: seasonally adjusted data at the end of the quarter.
  • Scope: France excluding Mayotte.
  • Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.

Change in payroll employment (departments) between December 2022 and December 2023 (in %)

  • How to read it: the ranges enable to visualize whether the departments have evolved more or less rapidly compared to the national level (+0.6% between the end of December 2022 and the end of December 2023).
  • Note: seasonally adjusted data at the end of the quarter.
  • Scope: France excluding Mayotte.
  • Sources: INSEE, employment estimates; URSSAF quarterly estimates, DARES, INSEE.

Over a year, the unemployment rate increased in almost all regions

Nationwide (excluding Mayotte), the unemployment rate was stable at 7.5% in Q4 2023. Compared with its level a year earlier, it was up by 0.4 points.

Change in unemployment rate (regions) between Q4 2022 and Q4 2023 (in points)

Change in unemployment rate (regions) between Q4 2022 and Q4 2023 (in points)
Change in unemployment rate (in points)
Auvergne-Rhône-Alpes 0.4
Bourgogne-Franche-Comté 0.4
Bretagne 0.4
Centre-Val de Loire 0.3
Corse 0.4
France hors Mayotte 0.4
France métropolitaine 0.4
Grand Est 0.4
Guadeloupe 0.1
Guyane 5.6
Hauts-de-France 0.6
Île-de-France 0.4
La Réunion 1.6
Martinique 0.1
Normandie 0.5
Nouvelle-Aquitaine 0.3
Occitanie 0.4
Pays de la Loire 0.2
Provence-Alpes-Côte d'Azur 0.2
  • 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 points between Q4 2022 and Q4 2023).
  • Note: seasonally adjusted data in quarterly average.
  • Scope: France excluding Mayotte.
  • Source: INSEE, localised unemployment rates.

Change in unemployment rate (regions) between Q4 2022 and Q4 2023 (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 (+0.4 points between Q4 2022 and Q4 2023).
  • Note: seasonally adjusted data in quarterly average.
  • Scope: France excluding Mayotte.
  • Source: INSEE, localised unemployment rates.

Between Q4 2022 and Q4 2023, the unemployment rate increased in all regions except Guadeloupe and Martinique, where it was almost stable (+0.1 points). The rise was below the national level in four regions. The unemployment rate increased at the same rate as at national level in almost half the regions. Lastly, the unemployment rate rose faster than the national average in four regions: Normandie (+0.5 points), Hauts-de-France (+0.6 points), La Réunion (+1.6 points) and Guyane (+5.6 points).

The unemployment rate was almost stable in 14 departments, and was up in all the others. It rose slightly less than at national level in a third of departments, and at the same rate in a quarter of departments. It rose by more than the national level in 30 departments, with the biggest rise in metropolitan France in the Pyrénées Orientales (+0.8 points).

Change in unemployment rate (departments) between Q4 2022 and Q4 2023 (in points)

Change in unemployment rate (departments) between Q4 2022 and Q4 2023 (in points)
Change in unemployment rate (in points)
Ain 0.4
Aisne 0.5
Allier 0.5
Alpes-de-Haute-Provence 0.1
Alpes-Maritimes 0.0
Ardèche 0.2
Ardennes 0.7
Ariège 0.3
Aube 0.4
Aude 0.6
Aveyron 0.2
Bas-Rhin 0.4
Bouches-du-Rhône 0.1
Calvados 0.5
Cantal 0.3
Charente 0.6
Charente-Maritime 0.4
Cher -0.1
Corrèze 0.3
Corse-du-Sud 0.4
Côte-d'Or 0.3
Côtes-d'Armor 0.2
Creuse 0.5
Deux-Sèvres 0.3
Dordogne 0.2
Doubs 0.4
Drôme 0.5
Essonne 0.3
Eure 0.5
Eure-et-Loir 0.4
Finistère 0.4
Gard 0.4
Gers 0.2
Gironde 0.3
Guadeloupe (département) 0.1
Guyane (département) 5.6
Haut-Rhin 0.5
Haute-Corse 0.6
Haute-Garonne 0.3
Haute-Loire 0.2
Haute-Marne 0.2
Haute-Saône 0.4
Haute-Savoie 0.5
Haute-Vienne 0.4
Hautes-Alpes 0.0
Hautes-Pyrénées 0.2
Hauts-de-Seine 0.4
Hérault 0.5
Ille-et-Vilaine 0.5
Indre 0.1
Indre-et-Loire 0.3
Isère 0.5
Jura 0.2
La Réunion (département) 1.6
Landes 0.1
Loir-et-Cher 0.3
Loire 0.6
Loire-Atlantique 0.1
Loiret 0.5
Lot 0.2
Lot-et-Garonne 0.1
Lozère 0.1
Maine-et-Loire 0.1
Manche 0.3
Marne 0.4
Martinique (département) 0.1
Mayenne 0.0
Meurthe-et-Moselle 0.3
Meuse 0.3
Morbihan 0.4
Moselle 0.4
Nièvre 0.2
Nord 0.7
Oise 0.4
Orne 0.4
Paris 0.3
Pas-de-Calais 0.6
Puy-de-Dôme 0.5
Pyrénées-Atlantiques 0.2
Pyrénées-Orientales 0.8
Rhône 0.5
Saône-et-Loire 0.4
Sarthe 0.4
Savoie 0.3
Seine-et-Marne 0.3
Seine-Maritime 0.5
Seine-Saint-Denis 0.6
Somme 0.3
Tarn 0.3
Tarn-et-Garonne 0.3
Territoire de Belfort 0.5
Val-d'Oise 0.4
Val-de-Marne 0.4
Var 0.2
Vaucluse 0.5
Vendée 0.2
Vienne 0.4
Vosges 0.5
Yonne 0.6
Yvelines 0.4
  • 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 points between Q4 2022 and Q4 2023).
  • Note: seasonally adjusted data in quarterly average.
  • Scope: France excluding Mayotte.
  • Source: INSEE, localised unemployment rates.

Change in unemployment rate (departments) between Q4 2022 and Q4 2023 (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 (+0.4 points between Q4 2022 and Q4 2023).
  • Note: seasonally adjusted data in quarterly average.
  • Scope: France excluding Mayotte.
  • Source: INSEE, localised unemployment rates.

In the fourth quarter of 2023, the unemployment rate was higher than at the national level (7.5%) in three regions in metropolitan France: Hauts-de-France (9.3%), Occitanie (8.9%) and Provence-Alpes-Côte d'Azur (8.2%). In the French overseas regions, it was higher, ranging from 10.3% in Martinique to 19.4% in Guadeloupe. Conversely, the unemployment rate was the lowest in Pays de la Loire (5.9%) and Bretagne (6.1%). In these two regions, unemployment rates were low in all departments. By contrast, in Île-de-France, where the unemployment rate was lower than the national level (7.2%), it was low in Paris (5.9%) and Hauts-de-Seine (6.1%) but higher in Seine-Saint-Denis (10.6%). The situation was also very mixed in Occitanie, with the second lowest rate in France in Lozère (4.7%) and the highest in mainland France in Pyrénées-Orientales (12.4%).

Quarterly unemployment rate (regions) in Q4 2023 (in %)

Quarterly unemployment rate (regions) in Q4 2023 (in %)
Quarterly unemployment rate (in %)
Auvergne-Rhône-Alpes 6.5
Bourgogne-Franche-Comté 6.6
Bretagne 6.1
Centre-Val de Loire 7.0
Corse 6.5
France hors Mayotte 7.5
France métropolitaine 7.3
Grand Est 7.4
Guadeloupe 19.4
Guyane 16.5
Hauts-de-France 9.3
Île-de-France 7.2
La Réunion 18.7
Martinique 10.3
Normandie 7.1
Nouvelle-Aquitaine 6.6
Occitanie 8.9
Pays de la Loire 5.9
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 (7.5% in Q4 2023).
  • Note: seasonally adjusted data in quarterly average.
  • Scope: France excluding Mayotte.
  • Source: INSEE, localised unemployment rates.

Quarterly unemployment rate (regions) in Q4 2023 (in %)

  • How to read it: the ranges enable to visualize the level of the regions compared to the national level (7.5% in Q4 2023).
  • Note: seasonally adjusted data in quarterly average.
  • Scope: France excluding Mayotte.
  • Source: INSEE, localised unemployment rates.

Quarterly unemployment rate (departments) in Q4 2023 (in %)

Quarterly unemployment rate (departments) in Q4 2023 (in %)
Quarterly unemployment rate (%)
Ain 5.7
Aisne 10.7
Allier 8.0
Alpes-de-Haute-Provence 8.2
Alpes-Maritimes 7.2
Ardèche 8.0
Ardennes 9.9
Ariège 9.6
Aube 9.8
Aude 10.5
Aveyron 5.8
Bas-Rhin 6.5
Bouches-du-Rhône 8.7
Calvados 6.7
Cantal 4.3
Charente 7.2
Charente-Maritime 7.0
Cher 7.3
Corrèze 6.2
Corse-du-Sud 6.1
Côte-d'Or 5.9
Côtes-d'Armor 6.4
Creuse 7.3
Deux-Sèvres 5.4
Dordogne 7.3
Doubs 6.7
Drôme 8.2
Essonne 6.6
Eure 7.2
Eure-et-Loir 7.0
Finistère 6.4
Gard 10.2
Gers 5.8
Gironde 6.7
Guadeloupe (département) 19.4
Guyane (département) 16.5
Haut-Rhin 7.2
Haute-Corse 7.0
Haute-Garonne 7.5
Haute-Loire 5.7
Haute-Marne 6.5
Haute-Saône 6.6
Haute-Savoie 5.7
Haute-Vienne 6.7
Hautes-Alpes 6.6
Hautes-Pyrénées 7.9
Hauts-de-Seine 6.1
Hérault 10.4
Ille-et-Vilaine 5.9
Indre 7.1
Indre-et-Loire 6.7
Isère 6.2
Jura 5.4
La Réunion (département) 18.7
Landes 6.9
Loir-et-Cher 6.2
Loire 7.6
Loire-Atlantique 5.6
Loiret 7.4
Lot 7.5
Lot-et-Garonne 7.4
Lozère 4.7
Maine-et-Loire 6.4
Manche 5.3
Marne 7.4
Martinique (département) 10.3
Mayenne 4.8
Meurthe-et-Moselle 7.2
Meuse 7.5
Morbihan 6.0
Moselle 7.4
Nièvre 6.8
Nord 9.9
Oise 7.6
Orne 6.8
Paris 5.9
Pas-de-Calais 8.7
Puy-de-Dôme 6.6
Pyrénées-Atlantiques 5.8
Pyrénées-Orientales 12.4
Rhône 6.6
Saône-et-Loire 6.8
Sarthe 7.2
Savoie 5.4
Seine-et-Marne 6.9
Seine-Maritime 8.0
Seine-Saint-Denis 10.6
Somme 8.9
Tarn 8.0
Tarn-et-Garonne 8.8
Territoire de Belfort 8.6
Val-d'Oise 8.3
Val-de-Marne 7.4
Var 7.4
Vaucluse 9.9
Vendée 5.3
Vienne 6.2
Vosges 7.9
Yonne 7.2
Yvelines 6.7
  • How to read it: the ranges enable to visualize the level of the departments compared to the national level (7.5% in Q4 2023).
  • Note: seasonally adjusted data in quarterly average.
  • Scope: France excluding Mayotte.
  • Source: INSEE, localised unemployment rates.

Quarterly unemployment rate (departments) in Q4 2023 (in %)

  • How to read it: the ranges enable to visualize the level of the departments compared to the national level (7.5% in Q4 2023).
  • 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 URSSAF Caisse nationale, 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 behaviour. 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.

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 France Travail 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 overseas departments 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 overseas departments 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 ( https://www.insee.fr/fr/statistiques/6798031 ). Thus, in the second quarter of 2022, the ILO unemployment rate was 34% of the active population in Mayotte, up 4 percentage points compared to its level in previous years.

Data are provisional for the last quarter and revised for previous quarters.

Next publication: 25 June 2024 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 URSSAF Caisse nationale, 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 behaviour. 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.

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 France Travail 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 overseas departments 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 overseas departments 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 ( https://www.insee.fr/fr/statistiques/6798031 ). Thus, in the second quarter of 2022, the ILO unemployment rate was 34% of the active population in Mayotte, up 4 percentage points compared to its level in previous years.

Data are provisional for the last quarter and revised for previous quarters.

Next publication: 25 June 2024 at 12:00.

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