diff --git a/economie-et-statistique.csl b/economie-et-statistique.csl
index 3e77cb301d7..3bbcb4313ee 100644
--- a/economie-et-statistique.csl
+++ b/economie-et-statistique.csl
@@ -1,5 +1,5 @@
 <?xml version="1.0" encoding="utf-8"?>
-<style xmlns="http://purl.org/net/xbiblio/csl" class="in-text" version="1.0" default-locale="fr-FR" page-range-format="expanded">
+<style xmlns="http://purl.org/net/xbiblio/csl" class="in-text" version="1.0" page-range-format="expanded" default-locale="fr-FR">
   <info>
     <title>Économie et Statistique (Français)</title>
     <title-short>Éco &amp; Stat</title-short>
@@ -15,7 +15,7 @@
     <category field="sociology"/>
     <issn>0336-1454</issn>
     <summary>Le style de la revue de l'INSEE Économie et Statistique.</summary>
-    <updated>2015-01-27T16:00:00+01:00</updated>
+    <updated>2022-05-27T11:00:00+02:00</updated>
     <rights license="http://creativecommons.org/licenses/by-sa/3.0/">This work is licensed under a Creative Commons Attribution-ShareAlike 3.0 License</rights>
   </info>
   <locale xml:lang="fr">
@@ -26,7 +26,7 @@
   </locale>
   <macro name="editor">
     <names variable="editor" delimiter=" ">
-      <name and="text" delimiter=", " delimiter-precedes-last="never"/>
+      <name and="symbol" delimiter=", " delimiter-precedes-last="never"/>
       <label form="short" prefix=" (" suffix=")" text-case="lowercase"/>
       <substitute>
         <names variable="editorial-director"/>
@@ -35,11 +35,11 @@
   </macro>
   <macro name="author-last">
     <names variable="author">
-      <name and="text" name-as-sort-order="all" sort-separator=" " delimiter=", " delimiter-precedes-last="never" initialize-with="."/>
+      <name and="symbol" name-as-sort-order="all" sort-separator=", " delimiter=", " delimiter-precedes-last="never" initialize-with="."/>
       <label form="short" prefix=" " text-case="lowercase"/>
       <substitute>
         <names variable="editor">
-          <name and="text" name-as-sort-order="all" sort-separator=", " delimiter=", " delimiter-precedes-last="never" initialize-with="."/>
+          <name and="symbol" name-as-sort-order="all" sort-separator=", " delimiter=", " delimiter-precedes-last="never" initialize-with="."/>
           <label form="short" prefix=" (" suffix=")" text-case="lowercase"/>
           <substitute>
             <names variable="editorial-director"/>
@@ -51,11 +51,11 @@
   <!-- Same as author-last except that name is not initialized to sort on first name too -->
   <macro name="author-sort">
     <names variable="author">
-      <name and="text" name-as-sort-order="all" sort-separator=" " delimiter=", " delimiter-precedes-last="never"/>
+      <name and="symbol" name-as-sort-order="all" sort-separator=", " delimiter=", " delimiter-precedes-last="never"/>
       <label form="short" prefix=" " text-case="lowercase"/>
       <substitute>
         <names variable="editor">
-          <name and="text" name-as-sort-order="all" sort-separator=", " delimiter=", " delimiter-precedes-last="never"/>
+          <name and="symbol" name-as-sort-order="all" sort-separator=", " delimiter=", " delimiter-precedes-last="never"/>
           <label form="short" prefix=" (" suffix=")" text-case="lowercase"/>
           <substitute>
             <names variable="editorial-director"/>
@@ -66,7 +66,7 @@
   </macro>
   <macro name="author-short">
     <names variable="author">
-      <name form="short" and="text" delimiter=", " delimiter-precedes-last="never"/>
+      <name form="short" and="symbol" delimiter=", " delimiter-precedes-last="never"/>
       <substitute>
         <names variable="editor"/>
       </substitute>
@@ -75,7 +75,7 @@
   <macro name="translator">
     <text term="translator" form="verb" suffix=" "/>
     <names variable="translator">
-      <name and="text" name-as-sort-order="all" sort-separator=" " delimiter=", " delimiter-precedes-last="never" initialize-with="."/>
+      <name and="symbol" name-as-sort-order="all" sort-separator=" " delimiter=", " delimiter-precedes-last="never" initialize-with="."/>
     </names>
   </macro>
   <macro name="publisher-collection">
@@ -165,101 +165,104 @@
       <key macro="author-sort"/>
       <key variable="issued"/>
     </sort>
-    <layout suffix=".">
-      <group suffix=", ">
-        <text macro="author-last" font-weight="bold"/>
-        <text macro="year-date-short" prefix=" (" suffix=")" font-weight="bold"/>
-      </group>
-      <choose>
-        <if type="report">
-          <group delimiter=", ">
-            <text variable="title" quotes="true"/>
-            <text macro="translator"/>
-            <text variable="genre"/>
-            <text variable="collection-title" font-style="italic"/>
-            <text variable="number" prefix=" n°"/>
-            <text variable="publisher-place"/>
-            <text variable="publisher"/>
-          </group>
-        </if>
-        <else-if type="book">
-          <group delimiter=", ">
-            <text variable="title" font-style="italic"/>
-            <text macro="translator"/>
-            <text variable="genre"/>
-            <text macro="editor"/>
-            <text macro="edition"/>
-            <text macro="publisher-collection"/>
-            <text variable="medium"/>
-            <group delimiter=" ">
-              <text term="version"/>
-              <text variable="version"/>
+    <layout>
+      <group suffix=".">
+        <group suffix=", ">
+          <text macro="author-last" font-weight="bold"/>
+          <text macro="year-date-short" prefix=" (" suffix=")" font-weight="bold"/>
+        </group>
+        <choose>
+          <if type="report">
+            <group delimiter=", ">
+              <text variable="title" quotes="true"/>
+              <text macro="translator"/>
+              <text variable="genre"/>
+              <text variable="collection-title" font-style="italic"/>
+              <text variable="number" prefix=" n°"/>
+              <text variable="publisher-place"/>
+              <text variable="publisher"/>
             </group>
-            <text macro="number-of-pages"/>
-          </group>
-        </else-if>
-        <else-if type="thesis">
-          <group delimiter=", ">
-            <text variable="title" font-style="italic"/>
-            <text macro="translator"/>
-            <choose>
-              <if variable="genre">
-                <text variable="genre"/>
-              </if>
-              <else>
-                <text value="Thèse de doctorat"/>
-              </else>
-            </choose>
-            <text macro="edition"/>
-            <text macro="publisher-collection"/>
-            <text macro="number-of-pages"/>
-          </group>
-        </else-if>
-        <else-if type="chapter">
-          <text variable="title" quotes="true"/>
-          <group prefix=", ">
-            <text value="in" suffix=" " font-style="italic"/>
-            <text macro="editor" suffix=", "/>
+          </if>
+          <else-if type="book">
             <group delimiter=", ">
-              <text variable="container-title" font-style="italic"/>
+              <text variable="title" font-style="italic"/>
               <text macro="translator"/>
+              <text variable="genre"/>
+              <text macro="editor"/>
               <text macro="edition"/>
               <text macro="publisher-collection"/>
-              <text macro="page"/>
+              <text variable="medium"/>
+              <group delimiter=" ">
+                <text term="version"/>
+                <text variable="version"/>
+              </group>
+              <text macro="number-of-pages"/>
             </group>
-          </group>
-        </else-if>
-        <else-if type="speech">
-          <group delimiter=", ">
-            <text variable="title" quotes="true"/>
-            <text variable="event"/>
-            <text variable="event-place"/>
-            <text macro="full-date"/>
-            <text macro="translator"/>
-          </group>
-        </else-if>
-        <else-if type="article-newspaper article-magazine interview broadcast" match="any">
-          <group delimiter=", ">
-            <text variable="title" quotes="true"/>
-            <text variable="container-title" font-style="italic" prefix=" "/>
-            <text macro="full-date"/>
-            <text macro="translator"/>
-            <text macro="page"/>
-          </group>
-        </else-if>
-        <else>
-          <group delimiter=" " suffix=",">
+          </else-if>
+          <else-if type="thesis">
+            <group delimiter=", ">
+              <text variable="title" font-style="italic"/>
+              <text macro="translator"/>
+              <choose>
+                <if variable="genre">
+                  <text variable="genre"/>
+                </if>
+                <else>
+                  <text value="Thèse de doctorat"/>
+                </else>
+              </choose>
+              <text macro="edition"/>
+              <text macro="publisher-collection"/>
+              <text macro="number-of-pages"/>
+            </group>
+          </else-if>
+          <else-if type="chapter">
             <text variable="title" quotes="true"/>
-            <text macro="editor"/>
-          </group>
-          <group prefix=" " delimiter=", ">
-            <text variable="container-title" font-style="italic"/>
-            <text macro="issue"/>
-            <text macro="translator"/>
-            <text macro="page"/>
-          </group>
-        </else>
-      </choose>
+            <group prefix=", ">
+              <text value="in" suffix=" " font-style="italic"/>
+              <text macro="editor" suffix=", "/>
+              <group delimiter=", ">
+                <text variable="container-title" font-style="italic"/>
+                <text macro="translator"/>
+                <text macro="edition"/>
+                <text macro="publisher-collection"/>
+                <text macro="page"/>
+              </group>
+            </group>
+          </else-if>
+          <else-if type="speech">
+            <group delimiter=", ">
+              <text variable="title" quotes="true"/>
+              <text variable="event"/>
+              <text variable="event-place"/>
+              <text macro="full-date"/>
+              <text macro="translator"/>
+            </group>
+          </else-if>
+          <else-if type="article-newspaper article-magazine interview broadcast" match="any">
+            <group delimiter=", ">
+              <text variable="title" quotes="true"/>
+              <text variable="container-title" font-style="italic" prefix=" "/>
+              <text macro="full-date"/>
+              <text macro="translator"/>
+              <text macro="page"/>
+            </group>
+          </else-if>
+          <else>
+            <group delimiter=" " suffix=",">
+              <text variable="title" quotes="true"/>
+              <text macro="editor"/>
+            </group>
+            <group prefix=" " delimiter=", ">
+              <text variable="container-title" font-style="italic"/>
+              <text macro="issue"/>
+              <text macro="translator"/>
+              <text macro="page"/>
+            </group>
+          </else>
+        </choose>
+      </group>
+      <text variable="DOI" prefix=" https://doi.org/"/>
     </layout>
   </bibliography>
 </style>
diff --git a/population.csl b/population.csl
index 4a650687147..3e75caa2912 100644
--- a/population.csl
+++ b/population.csl
@@ -1,5 +1,5 @@
 <?xml version="1.0" encoding="utf-8"?>
-<style xmlns="http://purl.org/net/xbiblio/csl" class="in-text" version="1.0" default-locale="fr-FR" page-range-format="expanded" demote-non-dropping-particle="never">
+<style xmlns="http://purl.org/net/xbiblio/csl" class="in-text" version="1.0" page-range-format="expanded" demote-non-dropping-particle="never" default-locale="fr-FR">
   <info>
     <title>Population (Français)</title>
     <title-short>Population-F</title-short>
@@ -17,7 +17,7 @@
     <issn>0032-4663</issn>
     <eissn>1957-7966</eissn>
     <summary>Le style de la revue de l'Ined Population.</summary>
-    <updated>2015-01-27T16:00:00+01:00</updated>
+    <updated>2022-05-27T10:00:00+02:00</updated>
     <rights license="http://creativecommons.org/licenses/by-sa/3.0/">This work is licensed under a Creative Commons Attribution-ShareAlike 3.0 License</rights>
   </info>
   <locale xml:lang="en">
@@ -30,9 +30,7 @@
   </locale>
   <macro name="editor">
     <names variable="editor" delimiter=" ">
-      <name name-as-sort-order="all" sort-separator=" " delimiter=", " delimiter-precedes-last="always">
-        <name-part name="family" font-weight="bold"/>
-      </name>
+      <name name-as-sort-order="all" sort-separator=" " delimiter=", " delimiter-precedes-last="always" initialize-with=". "/>
       <label form="short" prefix=" (" suffix=")" text-case="lowercase"/>
       <substitute>
         <names variable="editorial-director"/>
@@ -41,13 +39,13 @@
   </macro>
   <macro name="author-last">
     <names variable="author">
-      <name name-as-sort-order="all" sort-separator=" " delimiter=", " delimiter-precedes-last="always">
+      <name name-as-sort-order="all" sort-separator=" " delimiter=", " delimiter-precedes-last="always" initialize-with=". ">
         <name-part name="family" font-variant="small-caps" font-weight="bold"/>
       </name>
       <label form="short" prefix=" " text-case="lowercase"/>
       <substitute>
         <names variable="editor">
-          <name name-as-sort-order="all" sort-separator=" " delimiter=", " delimiter-precedes-last="always">
+          <name name-as-sort-order="all" sort-separator=" " delimiter=", " delimiter-precedes-last="always" initialize-with=". ">
             <name-part name="family" font-variant="small-caps" font-weight="bold"/>
           </name>
           <label form="short" prefix=" (" suffix=")" text-case="lowercase"/>
@@ -155,109 +153,112 @@
       <key macro="author-last"/>
       <key variable="issued"/>
     </sort>
-    <layout suffix=".">
-      <text macro="author-last" suffix=", "/>
-      <text macro="year-date-short" suffix=", "/>
-      <choose>
-        <if type="report">
-          <group delimiter=", ">
-            <text variable="title" quotes="true"/>
-            <text macro="translator"/>
-            <text variable="genre"/>
-            <text variable="collection-title" font-style="italic"/>
-            <text variable="number"/>
-            <text variable="publisher-place"/>
-            <text variable="publisher"/>
-          </group>
-        </if>
-        <else-if type="book">
-          <group delimiter=", ">
-            <text variable="title" font-style="italic"/>
-            <text macro="translator"/>
-            <text variable="genre"/>
-            <text macro="editor"/>
-            <text macro="edition"/>
-            <text macro="publisher-collection"/>
-            <text variable="medium"/>
-            <group delimiter=" ">
-              <text term="version"/>
-              <text variable="version"/>
+    <layout>
+      <group suffix=".">
+        <text macro="author-last" suffix=", "/>
+        <text macro="year-date-short" suffix=", "/>
+        <choose>
+          <if type="report">
+            <group delimiter=", ">
+              <text variable="title" quotes="true"/>
+              <text macro="translator"/>
+              <text variable="genre"/>
+              <text variable="collection-title" font-style="italic"/>
+              <text variable="number"/>
+              <text variable="publisher-place"/>
+              <text variable="publisher"/>
             </group>
-            <text macro="number-of-pages"/>
-          </group>
-        </else-if>
-        <else-if type="thesis">
-          <group delimiter=", ">
-            <text variable="title" font-style="italic"/>
-            <text macro="translator"/>
-            <choose>
-              <if variable="genre">
-                <text variable="genre"/>
-              </if>
-              <else>
-                <text value="Ph.D. thesis"/>
-              </else>
-            </choose>
-            <text macro="edition"/>
-            <text macro="publisher-collection"/>
-            <text macro="number-of-pages"/>
-          </group>
-        </else-if>
-        <else-if type="chapter">
-          <text variable="title" quotes="true"/>
-          <group prefix=", ">
-            <text value="in" suffix=" " font-style="italic"/>
-            <text macro="editor" suffix=", "/>
+          </if>
+          <else-if type="book">
             <group delimiter=", ">
-              <text variable="container-title" font-style="italic"/>
+              <text variable="title" font-style="italic"/>
               <text macro="translator"/>
+              <text variable="genre"/>
+              <text macro="editor"/>
               <text macro="edition"/>
               <text macro="publisher-collection"/>
-              <text macro="page"/>
+              <text variable="medium"/>
+              <group delimiter=" ">
+                <text term="version"/>
+                <text variable="version"/>
+              </group>
+              <text macro="number-of-pages"/>
             </group>
-          </group>
-        </else-if>
-        <else-if type="speech">
-          <group delimiter=", ">
-            <text variable="title" quotes="true"/>
-            <text variable="event"/>
-            <text variable="event-place"/>
-            <text macro="full-date"/>
-            <text macro="translator"/>
-          </group>
-        </else-if>
-        <else-if type="article-newspaper article-magazine interview broadcast" match="any">
-          <group delimiter=", ">
-            <text variable="title" quotes="true"/>
-            <text variable="container-title" font-style="italic" prefix=" "/>
-            <text macro="full-date"/>
-            <text macro="translator"/>
-            <text macro="page"/>
-          </group>
-        </else-if>
-        <else>
-          <group delimiter=" " suffix=",">
-            <text variable="title" quotes="true"/>
-            <text macro="editor"/>
-          </group>
-          <group prefix=" " delimiter=", ">
-            <text variable="container-title" font-style="italic"/>
-            <group>
-              <text variable="volume"/>
+          </else-if>
+          <else-if type="thesis">
+            <group delimiter=", ">
+              <text variable="title" font-style="italic"/>
+              <text macro="translator"/>
               <choose>
-                <if variable="volume">
-                  <text variable="issue" prefix="(" suffix=")"/>
+                <if variable="genre">
+                  <text variable="genre"/>
                 </if>
                 <else>
-                  <text variable="issue"/>
+                  <text value="Ph.D. thesis"/>
                 </else>
               </choose>
+              <text macro="edition"/>
+              <text macro="publisher-collection"/>
+              <text macro="number-of-pages"/>
             </group>
-            <text macro="translator"/>
-            <text macro="page"/>
-          </group>
-        </else>
-      </choose>
+          </else-if>
+          <else-if type="chapter">
+            <text variable="title" quotes="true"/>
+            <group prefix=", ">
+              <text value="in" suffix=" " font-style="italic"/>
+              <text macro="editor" suffix=", "/>
+              <group delimiter=", ">
+                <text variable="container-title" font-style="italic"/>
+                <text macro="translator"/>
+                <text macro="edition"/>
+                <text macro="publisher-collection"/>
+                <text macro="page"/>
+              </group>
+            </group>
+          </else-if>
+          <else-if type="speech">
+            <group delimiter=", ">
+              <text variable="title" quotes="true"/>
+              <text variable="event"/>
+              <text variable="event-place"/>
+              <text macro="full-date"/>
+              <text macro="translator"/>
+            </group>
+          </else-if>
+          <else-if type="article-newspaper article-magazine interview broadcast" match="any">
+            <group delimiter=", ">
+              <text variable="title" quotes="true"/>
+              <text variable="container-title" font-style="italic" prefix=" "/>
+              <text macro="full-date"/>
+              <text macro="translator"/>
+              <text macro="page"/>
+            </group>
+          </else-if>
+          <else>
+            <group delimiter=" " suffix=",">
+              <text variable="title" quotes="true"/>
+              <text macro="editor"/>
+            </group>
+            <group prefix=" " delimiter=", ">
+              <text variable="container-title" font-style="italic"/>
+              <group>
+                <text variable="volume"/>
+                <choose>
+                  <if variable="volume">
+                    <text variable="issue" prefix="(" suffix=")"/>
+                  </if>
+                  <else>
+                    <text variable="issue"/>
+                  </else>
+                </choose>
+              </group>
+              <text macro="translator"/>
+              <text macro="page"/>
+            </group>
+          </else>
+        </choose>
+      </group>
+      <text variable="DOI" prefix=" doi:"/>
     </layout>
   </bibliography>
 </style>