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Neem voor meer informatie contact op met uw contactpersoon bij Robeco, of lees de ",[],{"nodeType":979,"data":980,"content":982},"hyperlink",{"uri":981},"https://www.robeco.com/docm/docu-robeco-myrobeco-clientportal-brochure.pdf",[983],{"nodeType":17,"data":984,"value":985,"marks":986},{},"MyRobeco brochure",[],{"nodeType":17,"data":988,"value":634,"marks":989},{},[],{"id":991,"items":992},"5iTIOUkYYtQSeSZYluAfoB",[993,998],{"id":994,"internal":995,"title":996,"url":997},"2LhyOnhfpCcaQabHry6y8V","settings","Settings","/portal#/settings/profile",{"id":999,"internal":1000,"title":1001,"url":1002},"4UvrdpaXTbVZvsrOorhZT0","faq","FAQ","/portal/faq",[],[1005,1066,1085,1089,1152,1202,1220,1239,1295,1313,1317,1365,1464],{"id":137,"text":1006,"design":1064,"type":136},{"nodeType":9,"data":1007,"content":1008},{},[1009],{"nodeType":13,"data":1010,"content":1011},{},[1012,1016,1029,1033,1047,1051,1061],{"nodeType":17,"data":1013,"value":1014,"marks":1015},{},"The long-awaited ",[],{"nodeType":22,"data":1017,"content":1024},{"target":1018,"type":29,"props":1021},{"sys":1019},{"id":1020,"type":27,"linkType":28},"1yvHdy6EmtoHW6eiozMZqy",{"id":1020,"internal":1022,"title":117,"url":1023,"isAllowed":34},"Glossary Quantitative investing - Value factor","/begrippenlijst/kwantitatief-beleggen/value-factor",[1025],{"nodeType":17,"data":1026,"value":1027,"marks":1028},{},"value",[],{"nodeType":17,"data":1030,"value":1031,"marks":1032},{}," comeback was triggered by the announcement of successful Pfizer-BioNTech Covid-19 vaccine candidate results on 9 November 2020. This culminated in strong returns for the value ",[],{"nodeType":22,"data":1034,"content":1042},{"target":1035,"type":29,"props":1038},{"sys":1036},{"id":1037,"type":27,"linkType":28},"5g5rjtWpLXmuCPdTdsypI7",{"id":1037,"internal":1039,"title":1040,"url":1041},"Glossary Quantitative Investing - Factor investing ","Factor investing ","/begrippenlijst/kwantitatief-beleggen/factor-investing",[1043],{"nodeType":17,"data":1044,"value":1045,"marks":1046},{},"factor",[],{"nodeType":17,"data":1048,"value":1049,"marks":1050},{}," in the first quarter of 2021. Despite this rally, the spread in valuation multiples between expensive and cheap stocks remains at exceptionally high levels. Indeed, Figure 1 shows that the gap has surpassed levels last seen at the height of the tech bubble in the late 1990s, based on an enhanced value factor.",[],{"nodeType":1052,"data":1053,"content":1060},"embedded-entry-inline",{"target":1054,"type":1057,"props":1058},{"sys":1055},{"id":1056,"type":27,"linkType":28},"4Jx7VjgqsQKtV3cqvNzA3w","superscript",{"text":1059},"1",[],{"nodeType":17,"data":1062,"value":72,"marks":1063},{},[],{"alignment":1065},"100 Center",{"id":140,"internal":1067,"title":1068,"image":1069,"source":1074,"design":1084,"type":139},"2021-05-12 | Spring has sprung for Value investing - 02","Figure 1 | Composite valuation spread for the enhanced value strategy",{"id":1070,"src":1071,"width":1072,"height":1073,"alt":72},"2bZA5Tba0NPzrUEPgnA8NK","//images.ctfassets.net/tl4x668xzide/2bZA5Tba0NPzrUEPgnA8NK/3c3d317385f70ded0229933ce07808f1/spring-has-sprung-fig1.jpg",800,356,{"nodeType":9,"data":1075,"content":1076},{},[1077],{"nodeType":13,"data":1078,"content":1079},{},[1080],{"nodeType":17,"data":1081,"value":1082,"marks":1083},{},"Source: Refinitiv. The figure shows the composite valuation spread between the top and bottom quintile portfolios of the enhanced value strategy. The investment universe consists of constituents of the MSCI Developed and Emerging Markets indices. Before 2001, we use the FTSE World Developed index for developed markets (going back to December 1985), and for emerging markets, the largest 800 constituents of the S&P Emerging BMI at the semi-annual index rebalance (going back to December 1995).",[],{},{"id":143,"quote":1086,"design":1088,"type":142},{"quote":1087},"Value investing remains very attractive from a valuation perspective",{},{"id":145,"text":1090,"design":1151,"type":136},{"nodeType":9,"data":1091,"content":1092},{},[1093,1118,1125,1144],{"nodeType":13,"data":1094,"content":1095},{},[1096,1100,1114],{"nodeType":17,"data":1097,"value":1098,"marks":1099},{},"In our view, this recent widening in multiples has several implications. First, diverging valuation multiples between cheap and expensive stocks are inconsistent with the concern that the value ",[],{"nodeType":22,"data":1101,"content":1109},{"target":1102,"type":29,"props":1105},{"sys":1103},{"id":1104,"type":27,"linkType":28},"1GLbgdA55rOmPS1UUVm0il",{"id":1104,"internal":1106,"title":1107,"url":1108},"Glossary Quantitative Investing - Factor premium ","Factor premium ","/begrippenlijst/kwantitatief-beleggen/factor-premium",[1110],{"nodeType":17,"data":1111,"value":1112,"marks":1113},{},"premium",[],{"nodeType":17,"data":1115,"value":1116,"marks":1117},{}," may have been arbitraged away as a result of it being so well known and due to substantial funds being invested in value strategies. Were this the case, it would be reflected in a narrowing valuation spread over time instead of the widening trend we have witnessed. Therefore, it is highly unlikely that arbitrage activity was the driver of the recent underperformance of value strategies.  ",[],{"nodeType":13,"data":1119,"content":1120},{},[1121],{"nodeType":17,"data":1122,"value":1123,"marks":1124},{},"Second, diverging valuation multiples suggest that return prospects for value are currently high. The widening of the valuation spread in the late 1990s was followed by mean reversion in the early 2000s, which resulted in the massive outperformance of cheap stocks over their expensive counterparts.",[],{"nodeType":13,"data":1126,"content":1127},{},[1128,1132,1140],{"nodeType":17,"data":1129,"value":1130,"marks":1131},{},"Third, the net spread widening that occurred over our full sample period means that realized returns might even underestimate the true magnitude of the value premium over this period.",[],{"nodeType":1052,"data":1133,"content":1139},{"target":1134,"type":1057,"props":1137},{"sys":1135},{"id":1136,"type":27,"linkType":28},"1sjWPwbBFrLawHvShInqGK",{"text":1138},"2",[],{"nodeType":17,"data":1141,"value":1142,"marks":1143},{}," ",[],{"nodeType":13,"data":1145,"content":1146},{},[1147],{"nodeType":17,"data":1148,"value":1149,"marks":1150},{},"When we look at the recent developments in Figure 1, we do see that the value spread has shrunk slightly in 2021. However, it remains considerably wide compared to historical levels, still above the 97th percentile. Therefore, we believe that value investing remains very attractive from a valuation perspective.",[],{"alignment":1065},{"id":147,"title":1153,"text":1154,"design":1201,"type":136},"The ‘cheap for a reason’ tag does not hold",{"nodeType":9,"data":1155,"content":1156},{},[1157,1164,1194],{"nodeType":13,"data":1158,"content":1159},{},[1160],{"nodeType":17,"data":1161,"value":1162,"marks":1163},{},"One question that remains is that maybe ‘this time is indeed different’ and value stocks deserve to be cheaper than historically observed. Maybe expensive companies (based on simple valuation multiples) could be much more profitable today than in the past (compared to the dot-com bubble, for example), or their expected long-term growth could be much higher.",[],{"nodeType":13,"data":1165,"content":1166},{},[1167,1171,1179,1183,1191],{"nodeType":17,"data":1168,"value":1169,"marks":1170},{},"Figure 2 shows the spread in operating performance (proxied by gross profitability, GP/A)",[],{"nodeType":1052,"data":1172,"content":1178},{"target":1173,"type":1057,"props":1176},{"sys":1174},{"id":1175,"type":27,"linkType":28},"73nWOZkqOFhBvoM0qjgYrv",{"text":1177},"3",[],{"nodeType":17,"data":1180,"value":1181,"marks":1182},{}," between cheap and expensive companies. On average, cheap stocks – according to the enhanced value strategy – display about the same levels of profitability as expensive ones, at a global level.",[],{"nodeType":1052,"data":1184,"content":1190},{"target":1185,"type":1057,"props":1188},{"sys":1186},{"id":1187,"type":27,"linkType":28},"2WyprncCBCkt9InpdGK5uu",{"text":1189},"4",[],{"nodeType":17,"data":1192,"value":72,"marks":1193},{},[],{"nodeType":13,"data":1195,"content":1196},{},[1197],{"nodeType":17,"data":1198,"value":1199,"marks":1200},{},"Admittedly, cheap stocks have been less profitable between 2017 and 2020. However, their profitability has improved considerably in recent months. In fact, cheap stocks were actually slightly more profitable than their expensive peers at the end of March 2021. Therefore, the current valuation spread cannot be justified by differences in profitability.",[],{"alignment":1065},{"id":149,"internal":1203,"title":1204,"image":1205,"source":1209,"design":1219,"type":139},"2021-05-12 | Spring has sprung for Value investing - 06","Figure 2 | Spread in gross profitability for the enhanced value strategy",{"id":1206,"src":1207,"width":1072,"height":1208,"alt":72},"32ZjR7izulAqpvq9pc94VO","//images.ctfassets.net/tl4x668xzide/32ZjR7izulAqpvq9pc94VO/a3d96128691a0a8ccc7d5d122282a759/spring-has-sprung-fig2.jpg",364,{"nodeType":9,"data":1210,"content":1211},{},[1212],{"nodeType":13,"data":1213,"content":1214},{},[1215],{"nodeType":17,"data":1216,"value":1217,"marks":1218},{},"Source: Refinitiv. The figure shows the spread in gross profitability between the top and bottom quintile portfolios of an enhanced value strategy. The investment universe consists of constituents of the MSCI Developed and Emerging Markets indices. Before 2001, we use the FTSE World Developed index for developed markets (going back to December 1985), and for emerging markets, the largest 800 constituents of the S&P Emerging BMI at the semi-annual index rebalance (going back to December 1995).",[],{},{"id":151,"text":1221,"design":1238,"type":136},{"nodeType":9,"data":1222,"content":1223},{},[1224,1231],{"nodeType":13,"data":1225,"content":1226},{},[1227],{"nodeType":17,"data":1228,"value":1229,"marks":1230},{},"Moreover, current profitability is mainly backward-looking, so what about future growth expectations? If profitability levels are the same as those in the present day, then stocks with higher expected growth should trade at higher valuations.",[],{"nodeType":13,"data":1232,"content":1233},{},[1234],{"nodeType":17,"data":1235,"value":1236,"marks":1237},{},"Cheap stocks tend to have lower future growth expectations than expensive ones, which explains why the latter are also called ‘growth stocks’. However, relative growth expectations are currently not lower than they have been in the previous 15 years, especially for developed markets. Thus, the widening of the value spread over the last three years cannot be traced back to a deterioration in growth expectations for value stocks.",[],{"alignment":1065},{"id":153,"title":1240,"text":1241,"design":1294,"type":136},"Market sentiment for Value receives a shot in the arm",{"nodeType":9,"data":1242,"content":1243},{},[1244,1287],{"nodeType":13,"data":1245,"content":1246},{},[1247,1251,1265,1269,1283],{"nodeType":17,"data":1248,"value":1249,"marks":1250},{},"The recent value recovery has led to a change in sentiment regarding value stocks. Price momentum – measured as a stock’s return over the last 6 to 12 months – is one way to gauge market sentiment. While value and ",[],{"nodeType":22,"data":1252,"content":1260},{"target":1253,"type":29,"props":1256},{"sys":1254},{"id":1255,"type":27,"linkType":28},"16jL98mffvUN9EhpUuUQWl",{"id":1255,"internal":1257,"title":1258,"url":1259,"isAllowed":34},"Glossary Quantitative investing - Momentum factor","Momentum factor","/begrippenlijst/kwantitatief-beleggen/momentum-factor",[1261],{"nodeType":17,"data":1262,"value":1263,"marks":1264},{},"momentum",[],{"nodeType":17,"data":1266,"value":1267,"marks":1268},{}," tend to be negatively correlated – therefore providing ",[],{"nodeType":22,"data":1270,"content":1278},{"target":1271,"type":29,"props":1274},{"sys":1272},{"id":1273,"type":27,"linkType":28},"1R4NeF11oKwvZ0vZPXSOFV",{"id":1273,"internal":1275,"title":1276,"url":1277},"Glossary Quantitative Investing - Diversification over factors ","Diversification over factors ","/begrippenlijst/kwantitatief-beleggen/diversification-over-factors",[1279],{"nodeType":17,"data":1280,"value":1281,"marks":1282},{},"diversification",[],{"nodeType":17,"data":1284,"value":1285,"marks":1286},{}," benefits – there have been a few periods in history when value stocks exhibited strong momentum. We expect this to happen again in the coming months.",[],{"nodeType":13,"data":1288,"content":1289},{},[1290],{"nodeType":17,"data":1291,"value":1292,"marks":1293},{},"Figure 3 depicts the difference between the median six-month performance of value and growth stocks. The difference has shifted from very negative to positive over the few last months. Since most momentum strategies use price momentum measures over 6 to 12 months and the value turnaround only started about six months ago, they have yet to purchase value stocks significantly. But one should expect them to start buying value stocks in a larger scale now that the market regime shift is clearly reflected in price momentum metrics.",[],{"alignment":1065},{"id":155,"internal":1296,"title":1297,"image":1298,"source":1302,"design":1312,"type":139},"2021-05-12 | Spring has sprung for Value investing - 09","Figure 3 | Spread in Momentum (6-0) for the enhanced value strategy",{"id":1299,"src":1300,"width":1072,"height":1301,"alt":72},"3PVDplzElVMC3rzKaBi3zc","//images.ctfassets.net/tl4x668xzide/3PVDplzElVMC3rzKaBi3zc/e313f436ecc912642373f5eaa0ea9f17/spring-has-sprung-fig3.jpg",360,{"nodeType":9,"data":1303,"content":1304},{},[1305],{"nodeType":13,"data":1306,"content":1307},{},[1308],{"nodeType":17,"data":1309,"value":1310,"marks":1311},{},"Source: Refinitiv. The figure shows the spread in 6-0 month price momentum between the top and bottom quintile portfolios of an enhanced value strategy. The investment universe consists of constituents of the MSCI Developed and Emerging Markets indices. Before 2001, we use the FTSE World Developed index for developed markets (going back to December 1985), and for emerging markets, the largest 800 constituents of the S&P Emerging BMI at the semi-annual index rebalance (going back to December 1995).",[],{},{"id":157,"quote":1314,"design":1316,"type":142},{"quote":1315},"Current sentiment is in favor of value",{},{"id":159,"text":1318,"design":1364,"type":136},{"nodeType":9,"data":1319,"content":1320},{},[1321,1328,1352],{"nodeType":13,"data":1322,"content":1323},{},[1324],{"nodeType":17,"data":1325,"value":1326,"marks":1327},{},"Another way of measuring sentiment is to look at analyst earnings estimate revisions. Analysts tend to issue more upward than downward earnings revisions for expensive stocks than for cheap ones. However, over the last few months, analyst earnings per share (EPS) revisions for value stocks have been as optimistic as they have ever been in recent history. Although we still have to see if analyst earnings expectations will play out as forecasted, current sentiment is in favor of value. ",[],{"nodeType":13,"data":1329,"content":1330},{},[1331,1335,1348],{"nodeType":17,"data":1332,"value":1333,"marks":1334},{},"All in all, after a long and harsh ",[],{"nodeType":22,"data":1336,"content":1343},{"target":1337,"type":29,"props":1340},{"sys":1338},{"id":1339,"type":27,"linkType":28},"5uqxDh69SKGfW14Ttk7LgK",{"id":1339,"internal":1341,"title":568,"url":1342,"isAllowed":34},"Glossary - Quantitative investing overview","/begrippenlijst/kwantitatief-beleggen",[1344],{"nodeType":17,"data":1345,"value":1346,"marks":1347},{},"quant",[],{"nodeType":17,"data":1349,"value":1350,"marks":1351},{}," winter, spring has sprung and value seems ready for summer.",[],{"nodeType":1353,"data":1354,"content":1363},"embedded-entry-block",{"target":1355,"type":29,"props":1358},{"sys":1356},{"id":1357,"type":27,"linkType":28},"69sWw36RLG8LEtNJXuuqBx",{"id":1357,"internal":1359,"title":1360,"url":1361,"variant":1362,"openInNewWindow":34},"2021-05-12 | Spring has sprung for Value investing - PDF","Read the full article","https://assets.ctfassets.net/tl4x668xzide/4qUGht0JWv8puVJ3In5Jtd/3ecd58a7e03fc1608e9123dbc3ac6922/202105-spring-has-sprung-for-value-investing.pdf","Button Secondary Orange",[],{"alignment":1065},{"id":161,"text":1366,"design":1463,"type":136},{"nodeType":9,"data":1367,"content":1368},{},[1369,1377],{"nodeType":1370,"data":1371,"content":1372},"heading-3",{},[1373],{"nodeType":17,"data":1374,"value":1375,"marks":1376},{},"Footnotes",[],{"nodeType":13,"data":1378,"content":1379},{},[1380,1383,1389,1393,1406,1410,1414,1420,1424,1433,1437,1440,1446,1450,1453,1459],{"nodeType":17,"data":1381,"value":72,"marks":1382},{},[],{"nodeType":1052,"data":1384,"content":1388},{"target":1385,"type":1057,"props":1387},{"sys":1386},{"id":1056,"type":27,"linkType":28},{"text":1059},[],{"nodeType":17,"data":1390,"value":1391,"marks":1392},{}," The enhanced value strategy is based on a composite of book-to-market (R&D adjusted), EBITDA/EV, CF/P, and NPY. Value stocks are sorted into quintile portfolios based on the valuation composite and in a region and sector respectively country neutral manner for developed and emerging markets. Quintile portfolios are equal-weighted and reformed monthly. The details of the enhanced value strategy are described in Blitz, D., and Hanauer, M., January 2021, “",[],{"nodeType":22,"data":1394,"content":1401},{"target":1395,"type":29,"props":1398},{"sys":1396},{"id":1397,"type":27,"linkType":28},"vLASLSD1Wy2nyMdTmhyJl",{"id":1397,"internal":1399,"url":1400,"openInNewWindow":109},"202105-resurrecting-the-value-premium","https://assets.ctfassets.net/tl4x668xzide/5GnGZawHP0sT7xOAXmC258/e6237e252923495e075f6e1746269eac/202105-resurrecting-the-value-premium.pdf",[1402],{"nodeType":17,"data":1403,"value":1404,"marks":1405},{},"Resurrecting the Value Premium",[],{"nodeType":17,"data":1407,"value":1408,"marks":1409},{},"”, Journal of Portfolio Management.",[],{"nodeType":1411,"data":1412,"key":1413},"break",{},"break-4-0",{"nodeType":1052,"data":1415,"content":1419},{"target":1416,"type":1057,"props":1418},{"sys":1417},{"id":1136,"type":27,"linkType":28},{"text":1138},[],{"nodeType":17,"data":1421,"value":1422,"marks":1423},{}," Please see also the analysis in our paper ‘",[],{"nodeType":22,"data":1425,"content":1429},{"target":1426,"type":29,"props":1428},{"sys":1427},{"id":1397,"type":27,"linkType":28},{"id":1397,"internal":1399,"url":1400,"openInNewWindow":109},[1430],{"nodeType":17,"data":1431,"value":1404,"marks":1432},{},[],{"nodeType":17,"data":1434,"value":1435,"marks":1436},{},"’.",[],{"nodeType":1411,"data":1438,"key":1439},{},"break-8-0",{"nodeType":1052,"data":1441,"content":1445},{"target":1442,"type":1057,"props":1444},{"sys":1443},{"id":1175,"type":27,"linkType":28},{"text":1177},[],{"nodeType":17,"data":1447,"value":1448,"marks":1449},{}," GP/A is gross profit to assets.",[],{"nodeType":1411,"data":1451,"key":1452},{},"break-10-0",{"nodeType":1052,"data":1454,"content":1458},{"target":1455,"type":1057,"props":1457},{"sys":1456},{"id":1187,"type":27,"linkType":28},{"text":1189},[],{"nodeType":17,"data":1460,"value":1461,"marks":1462},{}," The difference would be negative for a value strategy solely based on book-to-market. The difference is less pronounced or non-existent for the enhanced value strategy as it is based on a composite of value metrics that use profit measures such as EBITDA and cash flow in the numerator.",[],{"alignment":1065},{"id":164,"title":1465,"text":1466,"link":1476,"design":1480,"type":163},"Ontdek de waarde van quant",{"nodeType":9,"data":1467,"content":1468},{},[1469],{"nodeType":13,"data":1470,"content":1471},{},[1472],{"nodeType":17,"data":1473,"value":1474,"marks":1475},{},"Abonneer je op geavanceerde kwantitatieve strategieën en inzichten.",[],{"id":1477,"internal":1478,"title":1479,"url":658,"variant":659},"DS3ugo1WlvSfVuhxYLdFj","Newsletter Subscribe | Explore quant - secondary blue","Ontdek kwantitatief beleggen",{"cirle":1481},"Blue-Orange"]