The coast of giants: an anthropometric survey of high schoolers on the Adriatic coast of Croatia

Introduction

Our previous study dealing with the stature of young males in Bosnia and Herzegovina (BiH) (Grasgruber et al., 2017) confirmed older reports showing that people from the Dinaric Alps are among of the tallest in the world. Currently, there do not exist any detailed studies attempting to explain this remarkable phenomenon, but our ecological comparisons indicate that extraordinary genetic predispositions of the local population are the most likely answer (Grasgruber et al., 2014). More concretely, physical stature in Europe shows a remarkable relationship with the frequency of Y haplogroup (paternal lineage) I-M170. Already at the dawn of population genetic research, it was suggested that Y haplogroup I-M170 has its roots in the Upper Paleolithic Gravettian culture and reflects the expansion of Epigravettian (late Gravettian) groups from a glacial ‘refugium’ around the Adriatic Sea (Semino et al., 2000). Indeed, the oldest sample of I-M170 documented in Europe belongs to a Gravettian male from Paglicci in southern Italy (∼32,900 calibrated ¹⁴C years ago) (Fu et al., 2016). At present, I-M170 has two main frequency peaks among the Germanic-speaking nations of Central and Northern Europe, and in the Western Balkans (Rootsi et al., 2004).

In any case, it is obvious that the genetic potential of Western Balkan populations is far from fully expressed due to troubled local economies and a relatively poor quality of their diet, but given the presence of these negative environmental factors, their tallness is even more remarkable. The mean height of young men from Herzegovina aged 17–20 years is 183.4 cm, which is only slightly lower than in the wealthy and well-fed Dutch (183.8 cm), who are officially the tallest in the world (Schönbeck et al., 2012).

Areas with extraordinary height are not limited to Herzegovina and have an analogy in neighbouring Montenegro, and on the Adriatic coast of Croatia (Dalmatia). The mean height of young Montenegrin males aged 17–20 years is 183.4 cm (Popović, 2017), although this value would slightly decrease to 182.9 cm, if we took population size in individual municipalities into account. In another study performed between 2001–2003 in Dalmatia (the towns of Split, Šibenik, Drniš, Sinj, Imotski, Vrgorac and Dubrovnik), Pineau, Delamarche & Bozinovic (2005) reported a mean height of 183.8 cm (n = 1,253) in local males aged 17 years (J-C Pineau, pers. comm., 2013). However, the pooled mean of 18-to-19-year old boys in the Croatian capital of Zagreb was only 180.1 cm in 2010 (n = 133) (Petranović et al., 2014). In a nationwide study performed between 2006–2008, the mean height of Croatian boys aged 18 years was 180.5 cm (n = 358) (Jureša, Musil & Kujundžić Tiljak, 2012).

These data strongly suggest that the tall statures documented in Dalmatia are rather a geographical exception and height decreases rapidly in the northern direction towards mainland Croatia. Indeed, historical data show that Croatian recruits around 1883 were 165.5 cm tall (Komlos, 2007), but mean height on the Adriatic coast ranged from 166 cm in Istria to 171 cm in southernmost Dalmatia (Coon, 1939 p, 591). A large nationwide survey of school children performed in Croatia between 1980–1984 in 36 towns/areas showed that these differences had persisted even after 100 years (Prebeg, 1988). At the age of 18 years, mean height in some coastal and mainland regions differed by 4–5 cm. The shortest high schoolers came from the region of Zagorje north of Zagreb. Because few data from this research have been published, and, to our knowledge, no later anthropometric survey used sufficiently representative regional samples of young males and females from the territory of Croatia, there is a gap of more than 100 years in the study of this problem. At the same time, such detailed regional data would be very important for the purpose of our research because they would allow us to see how the values of height change across multiple countries and ethnicities, geographic conditions, altitude, economic wealth etc., giving us more insight into the determinants of height variation. Therefore, mapping these geographical differences constitutes an intriguing challenge and the Adriatic coast is a particularly interesting territory in this regard.

Geographically, Adriatic Croatia is divided into two halves, which are separated by the mountain ranges of Velebit and Kapela. These mountains are a continuation of the main ridge of the Dinaric Alps in BiH and run through the rocky and sparsely inhabited county of Lika-Senj. They also separate the whole Adriatic coast from mainland Croatia. The region south of this mountain range is traditionally considered as ‘Dalmatia proper’ and consists of four counties (Zadar, Šibenik-Knin, Split-Dalmacija and Dubrovnik-Neretva).

Although Dalmatia has a very pleasant Mediterranean climate, it has suffered from severe deforestation since the Neolithic (Kranjc, 2009), which led to the creation of an unhospitable ‘limestone desert’ covered by grass and bush. The local population has historically relied on pastoralism and at present, inland Dalmatia is characterized by high rates of emigration for economic reasons. Furthermore, during the war events of 1991–1995, ethnic tensions in the counties of Šibenik-Knin, Zadar, Lika-Senj and Karlovac led to the displacement of the local Serbian population. After the end of the war, the areas experienced an influx of Croatian (Catholic) refugees from BiH.

Because of these ongoing population changes, our research is one of the last opportunities to capture the original distribution of anthropological characteristics in this region. We were particularly interested in whether the north-to-south height gradient follows that documented in BiH—from 180.0 cm in Canton Una-Sana to 184.5 cm in the region of Trebinje. Therefore, we decided to include the whole area of coastal Croatia adjacent to the border of BiH.

Methods

The research on the Adriatic coast of Croatia is a part of a larger anthropological project started in collaboration with the University of Montenegro in 2015. The aim of this project is to provide detailed mapping of body height and some other anthropological characteristics on the territory of the Dinaric Alps, which would enable better understanding of this intriguing phenomenon. At present, this project already covers Bosnia, Herzegovina, Croatia, Montenegro and Kosovo. In addition, preliminary measurements of university students were performed in Albania during the year 2017. The survey in Montenegro will be repeated in 2019.

The primary objective of the present survey was to measure body height and some body proportions (sitting height, arm span) on the territory of Adriatic Croatia, as defined by the Croatian Bureau of Statistics (Narodne Novine, 2012). The results will serve both for the purpose of the anthropological research in the Dinaric Alps and for our present research aimed at the identification of world regions with the highest sports potential because height and body proportions are one of the most important predictors of sports performance (Ackland, Elliott & Bloomfield, 2009).

The survey and all the planned procedures were approved by the Ethics Committee of the Faculty of Sports Studies, Masaryk University Brno, under the reference number EKV-2016-094. The Ethics Committee assessed the project and found no contradictions with applicable rules, regulations and international guidelines for biomedical research involving human participants. The research was subsequently approved by the Ministry of Education in Croatia, but the final approval depended on individual school directors and their agreement with the students‘ parents.

Target population

Adriatic Croatia consists of seven counties (županijas): Istra, Primorje-Gorski Kotar, Lika-Senj, Zadar, Šibenik-Knin, Split-Dalmacija a Dubrovnik-Neretva. The total population in these seven counties is 1.41 million (33% of the total Croatian population) (Croatian Bureau of Statistics, 2013). Four counties of ‘Dalmatia proper’ include 0.86 milion people (20% of the total Croatian population). Because the counties of Primorje-Gorski Kotar and Lika-Senj are largely separated by the mainland county of Karlovac, we also decided to include the latter to have a more complete picture (Fig. 1). The eight counties together comprise 1.54 million people (36% of the total Croatian population).

The measured individuals consisted of high schoolers (3rd and 4th graders) aged 17–20 years, but whenever possible, we preferred young adults aged 18–20 years, in which we can assume a completed physical growth. Similar to our previous study in BiH, we always tried to measure the broadest spectrum of schools, from vocational to elite high schools (gimnazija). Our general goal was to incorporate samples of at least 200 individuals from each region. This number is generally regarded as sufficiently representative, based on the experience of researchers participating in Czech anthropological surveys of school children (J Vignerová, pers. comm., 2013). For organizational or time reasons, it was not always possible to measure a sufficiently large sample of both sexes and hence we again concentrated mainly on males. The same limitations infuenced the measurement of body proportions.

Results

Altogether, the research included measurements of body height in 2,619 individuals (1,827 males and 792 females) at 66 high schools in 23 towns. This represents 38.7% of all schools that were available in the eight counties (Table S1). Results of the individual schools are presented in Table S2 . The proportion of students, who did not want to be measured was very small (<1%), so the samples can be regarded as highly representative of the school institutions in which they were conducted. Out of the measured sample, 1,803 males and 782 females were incorporated into this study, because they listed a place of residence in the targeted eight counties (Supplemental Dataset, Sheets 1–2). Their age ranged between 17.1–20.8 years with a mean of 18.5 years in males and 18.6 years in females. The males were born between 1995–2000, the females between 1996–2000. The excluded males and females (n = 34) came mostly from other Croatian counties, particularly from Sislak-Moslavina (n = 9) and Zagreb (n = 7), but some resided in BiH (n = 11) (see Supplemental Dataset, Sheets 1–4).

Male height

The mean height of 1,803 males residing in the eight examined counties was 182.7 ± 6.7 cm. This mean did not change much when it was weighted for population size in these eight counties (182.6 cm) (Table S3). In the seven counties of Adriatic Croatia, a weighted male mean is only negligibly higher (182.8 cm), but it reaches 183.7 cm in the four counties of Dalmatia proper. Regional differences were large (3.5 cm), from 180.6 cm in the northernmost county of Karlovac to 184.1 cm in the county of Split-Dalmacija (Table 1, Fig. 2). It is noteworthy that boys aged 17 years (183.6 ± 6.7 cm, n = 245) are taller than boys aged 18–20 years (182.6 ± 6.7 cm, n = 1558), but this must be ascribed to the predominance of 17-year olds from the tallest Dalmatian regions. There was no evidence that any of these samples came from a population with a non-normal distribution of height (Table 2).

Table 1:

Mean male height in individual counties (županije) according to the self-reported place of residence.

County (županija)	n	Age (years)		Male height (cm)
		Mean (SD)	Minimum Maximum	Mean (SD)	Minimum Maximum	Median	Above 190 cm (%)	Above 200 cm (%)
Split-Dalmacija	438	18.3 ± 0.4	17.5–19.8	184.1 ± 6.9	165.0–204.5	183.9	79 (18.0%)	10 (2.3%)
Dubrovnik-Neretva	241	18.4 ± 0.4	17.5–20.1	183.6 ± 6.7	166.6–201.8	183.3	40 (16.6%)	2 (0.8%)
Šibenik-Knin	209	18.5 ± 0.4	17.2–19.7	183.4 ± 6.6	163.5–205.5	183.8	26 (12.4%)	2 (1.0%)
Zadar	249	18.4 ± 0.4	17.3–20.2	182.8 ± 6.2	167.1–200.7	182.8	31 (12.4%)	1 (0.4%)
Primorje-Gorski Kotar	238	18.7 ± 0.4	17.6–20.4	181.9 ± 6.7	163.0–198.5	181.8	29 (12.2%)	0
Istra	143	18.6 ± 0.4	17.2–20.7	181.1 ± 6.7	166.4–203.5	180.7	15 (10.5%)	1 (0.7%)
Lika-Senj	86	18.6 ± 0.4	17.5–20.2	181.0 ± 6.8	165.5–196.7	181.2	8 (9.3%)	0
Karlovac	199	18.7 ± 0.5	17.2–20.5	180.6 ± 6.2	162.0–195.3	180.8	13 (6.5%)	0
TOTAL	1,803	18.5 ± 0.6	17.2–20.7	182.7 ± 6.7	162.0–205.5	182.7	241 (13.4%)	16 (0.9%)

DOI: 10.7717/peerj.6598/table-1

Table 2:

Skewness, kurtosis and tests of normal distribution of male height in individual counties (županije).

County(županija)	n	Mean male height (SD)	Skewness	Kurtosis	K-S test	Lillefors test	Sh-W test
Split-Dalmacija	438	184.1 ± 7.0	0.08	0.30	p > 0.20	p > 0.20	p = 0.13
Dubrovnik-Neretva	241	183.6 ± 6.7	0.15	−0.24	p > 0.20	p < 0.15	p = 0.65
Šibenik-Knin	209	183.4 ± 6.6	−0.01	0.68	p > 0.20	p > 0.20	p = 0.27
Zadar	249	182.8 ± 6.2	0.11	−0.27	p > 0.20	p > 0.20	p = 0.43
Primorje-Gorski Kotar	238	181.9 ± 6.7	−0.02	−0.24	p > 0.20	p > 0.20	p = 0.73
Istra	143	181.1 ± 6.7	0.34	0.20	p > 0.20	p > 0.20	p = 0.37
Lika-Senj	86	181.0 ± 6.8	−0.18	−0.45	p > 0.20	p > 0.20	p = 0.64
Karlovac	199	180.6 ± 6.2	−0.10	0.00	p > 0.20	p > 0.20	p = 0.38
TOTAL	1,803	182.7 ± 6.8	0.08	0.08	p > 0.20	p > 0.20	p = 0.30

DOI: 10.7717/peerj.6598/table-2

Notes:

Abbreviations

K-S test

Kolmogorov–Smirnov test

Sh-W test

Shapiro–Wilk test

Table 3:

Mean male and female height in 14 individual towns according to the self-reported place of residence.

Only towns with at least 20 measured individuals are included.

County(županija)	Town	Males		Females		Sex difference (cm)
		n	Mean height (cm) (SD)	n	Mean height (cm) (SD)
Split-Dalmacija	Makarska	27	187.6 ± 6.2
Split-Dalmacija	Imotski	21	186.2 ± 8.3
Dubrovnik-Neretva	Metković	39	184.9 ± 6.5	27	168.7 ± 7.3	16.2
Šibenik-Knin	Šibenik	51	184.2 ± 6.8	32	167.3 ± 4.6	16.9
Split-Dalmacija	Split	154	183.8 ± 7.2
Dubrovnik-Neretva	Dubrovnik	135	183.7 ± 6.6
Split-Dalmacija	Sinj	34	183.7 ± 7.8
Zadar	Zadar	90	182.8 ± 5.5
Primorje-Gorski Kotar	Rijeka	118	182.7 ± 6.5
Šibenik-Knin	Knin	45	181.7 ± 5.9
Istra	Pula	97	181.2 ± 6.9	168	166.8 ± 6.7	14.4
Karlovac	Karlovac	97	180.8 ± 6.0	114	166.6 ± 6.3	14.2
Karlovac	Ogulin	33	180.2 ± 6.0	22	167.7 ± 5.1	12.5
Lika-Senj	Gospić	22	179.1 ± 7.4

DOI: 10.7717/peerj.6598/table-3

Nutrition

The Croatian Bureau of Statistics was not able to provide any data on the regional food production or consumption, and hence our nutritional analysis depends only on crude national statistics of food supply from the FAOSTAT database. These data show that protein consumption in Croatia has dramatically increased since 1992 and most of this increase can be attributed to animal proteins (Fig. 4). The consumption of proteins from dairy and pork, which have the strongest positive connection with adult height in our ecological studies (Grasgruber et al., 2014; Grasgruber et al., 2016), is almost twice higher, when compared with 1993.

However, this development apparently copies the trend of the GDP per capita, which decreased dramatically from 8907 USD in 1990 to 5803 USD in 1993 (−35%). The level of 1990 was surpassed as late as in 2002 (9026 USD) (The National Accounts Main Aggregates Database). Therefore, the current quality of nutrition in Croatia probably isn’t much higher than in the 1980s. Indeed, the ‘protein index’ (the ratio between high-quality animal proteins and low-quality plant proteins), which is the strongest dietary predictor of male height in Europe (Grasgruber et al., 2014), is still quite low in Croatia. In the present updated sample of 44 European countries, proteins from dairy & pork/wheat produce the highest correlation coefficient (r = 0.62, p < 0.001) (Fig. 5). The Croatian mean for the period 1993–2013 is 1.07, which is below the European mean (1.21). During the last decades, this index has increased only moderately, from 0.93 in 1992 to 1.30 in 2013, and has been basically stagnating since 2007 which can be connected with the onset of the economic crisis (2008). Therefore, when expressed by this index, the quality of nutrition in Croatia is still suboptimal, which is a situation that has analogies even in other countries of the former Yugoslavia (Bosnia and Herzegovina, Macedonia, Serbia). During the period 1993-2013, only Slovenia (1.56) and Montenegro (1.53) are above average in this regard

Genetics

The genetic aspects of the exceptional stature on the Adriatic coast are certainly the most interesting, and are supported by the geographical distribution of Y haplogroup I-M170 which shows a highly significant relationship with male stature in 44 European countries and the white US population (r = 0.65, p < 0.001) (Fig. 6). Although Y haplogroups are primarily used as markers of genealogical origin, they can also serve as signatures of separated patrilocal communities and ‘founder effects’. This explains why they correlate with the geographical distribution of language families (cf. Van Driem, 2011). In fact, even regional data on I-M170 frequencies from Herzegovina, Bosnia, the Zadar county and Dubrovnik (Pericic et al., 2005; Šarac et al., 2016) fit the trend between height and I-M170 at the country level, although height is still lower than expected. This can be attributed to suboptimal living conditions which still do not allow the maximum expression of the genetic potential. There is little doubt that we could expect values over 185 cm in Herzegovina and its close surroundings, provided that living standards reached those in Western Europe—and some town means already markedly exceed this figure.

Interestingly, I-M170 is not the only Y haplogroup in Europe showing a geographical association with height. A statistically non-significant positive correlation can also be found with Y haplogroup R1a-M420 (r = 0.24, p = 0.12) which currently dominates in Slavic speaking nations of Eastern Europe. In contrast, the combination of predominantly Neolithic Y haplogroups E-M96, G-M201 and J-M304 correlates negatively ( r =  − 0.65, p < 0.001). R1b-S116, the major Y haplogroup in Atlantic Europe, also tends to correlate negatively. The strongest predictor of height in Europe is the combination of I-M170 with R1b-U106, a typical Y haplogroup of Germanic speaking nations (r = 0.72, p < 0.001), but these data are still available from only 34 European countries.

Our previous study (Grasgruber et al., 2014) showed that genetic factors and nutrition are the two most important factors explaining geographical differences in body height across Europe. In a current work dealing with the determinants of height in 150 world countries (in review), male height in 42 European countries can best be predicted by the combination of I-M170 frequencies, the ‘protein index’ (dairy & pork/wheat proteins), the Human Development Index and the GDP per capita (adj. R² = 0.688, p < 0.001). At the same time, the combination of I-M170 and the ‘protein index’ explains by far the largest part of this variation (adj. R² = 0.615, p < 0.001).

Discussion

To our knowledge, this study constitutes the most detailed report on the regional differences in stature on the Adriatic coast of Croatia that has been published since the end of the 19th century. As already mentioned above, these differences reached 5 cm (166–171 cm) at the end of the 19th century and this range has largely persisted until today, because we documented a 3 cm gap (181.1–184.1 cm) between the counties of Istra and Split-Dalmacija. At the same time, mean heights from the four counties of Dalmatia proper are among the highest that have ever been measured in a human population. In fact, Dalmatian boys aged 18 years (n = 839) are 183.7 cm tall (after controlling for population size in regions) which shows that they would be markedly taller than their peers in the Netherlands who reach 182.4 cm at the age of 18 years, and 183.6 cm at the age of 19 years (Schönbeck et al., 2012). The size of the Dutch samples is also quite small (only 180 males aged 18-19 years) and it is not entirely clear if the samples past high-school age (18+ years) are not artificially elevated due to the inclusion of university students (as mentioned in the ‘Methods’ section of that paper). According to Schönbeck et al. (2012), there are regional differences within the Netherlands as well, but the height of boys from the tallest northern regions is ca. 0.15 standard deviation above the mean, which is ca. 183.5 cm in 18-year olds. Besides that, Montenegrin boys may also be taller than their Dutch peers even at the country level.

The height of Dalmatian girls (168.5 cm) is based on limited data, and appears to be shorter than in the Netherlands where girls achieve 169.7 cm at the age of 18 years, and 170.1 cm at the age of 19 years. We found only one school with a mean over 170 cm - Gimnazija Imotski (170.5 cm, n = 24), and ten other Dalmatian schools were in the range of 167.0–169.4 cm.

In the global context, there is possibly only one population that could potentially compete with the Dutch and Dinaric people for the tallest in the world: South Sudanese Nilotes. Shortly after World War II, the height of men from various Nilotic tribes ranged between 178.7–184.9 cm (Twiesselmann & Nyèssen, 1951; Roberts & Bainbridge, 1963; Crognier, 1973), with the sample of Dinka Ruweng being the most representative (181.3 cm, n = 227). However, it seems that due to war and famine, their height has decreased during recent decades (Chali, 1995; Rebacz, 2006).

Another intriguing finding of our study is the striking similarity of height trends on both sides of the Croatian and Bosnian-Herzegovinian border. The existence of a north-to-south gradient can be expressed even statistically, as shown by the correlation between male height in the eight Croatian counties and the latitude of the county’s capital (r = 0.88, p = 0.004). Therefore, if any local factors influence stature, they must work similarly on both sides of the border.

Coincidentally, recent paleogenetic studies brought new evidence that this extraordinary tallness has deep roots going to the Upper Paleolithic. These studies show that Gravettian samples from Europe dated to the period 33,000–26,000 calibrated ¹⁴C years ago are genetically similar and make up a separate ‘Věstonice cluster’ (Fu et al., 2016; Sikora et al., 2017). No signal of genetic selection for height within these Gravettian populations can be detected, but a dramatic development of this sort occurs in individuals from a more recent ‘Villabruna cluster’ (Berg, Zhang & Coop, 2017). The oldest tested sample of this cluster (Villabruna in Northern Italy, ∼14 000 cal. ¹⁴C years ago) is associated with the Epigravettian culture (Fu et al., 2016) that was widespread in Italy and Southeastern Europe after the onset of the Last Glacial maximum, ca. 23,000–11,000 cal. ¹⁴C years ago (Naudinot et al., 2017).

The ‘Villabruna cluster’ is identical with the ‘Western European hunter-gatherer ancestry’ (WHG) which was described by other authors in Western Europe, and which was the dominant genetic component of Mesolithic populations in Western Europe, the Balkans and largely even in Northern Europe (Mathieson et al., 2018). Men from these populations carried almost exclusively Y haplogroups I-M170 and R1b-M343. So far, only one R1b-M343 sample (from Padina at the Danubian Iron Gates) was specified more precisely, as R1b-U106 (Narasimhan et al., 2018). Because the current geographical distribution of I-M170 and R1b-U106 in Central and Northern Europe is very similar, this finding supports the previously pronounced idea (cf. (Grasgruber et al., 2014)) that these Y haplogroups shared a long common history. In contrast, R1a-M420 entered the scene much later, as a marker of Eneolithic steppe cultures which were also characterized by remarkable genetic predispositions for height (Mathieson et al., 2015).

Although autosomal genetic ancestry in today’s Europe is not always perfectly in line with the distribution of Y haplogroups, both the WHG and the steppe component correlate positively with predicted genetic height, whereas Neolithic ancestry correlates negatively (Berg, Zhang & Coop, 2017). Unfortunately, except for Croats (probably from mainland Croatia) and Albanians, Berg, Zhang & Coop (2017) did not test any other modern populations from the Western Balkans. The Croats in this study had an above average predicted height in the European context, but not as tall as nations of Northern and Central Europe. In fact, their predicted stature was equal to that of Basques, French and Spaniards, which completely contradicts the fact that these nations are ∼3cm shorter than Croats, despite superior economic and nutritional statistics (see Grasgruber et al., 2014). Because the predictive power of the genetic loci (single nucleotide polymorphisms, SNPs) used in this study depends on their selection and differs from region to region, it would be necessary to conduct detailed sampling in the Dinaric Alps and identify SNPs that are specifically linked with tallness in the local population.

The problematic informative value of the currently used height markers was illustrated by a recent study that tried to challenge the magnitude of the supposed genetic differences in Europe (Sohail et al., 2018). Somewhat ironically, this study used a sample from Bosnia and Herzegovina whose predicted genetic height was entirely moderate in the European context. Apparently, if this prediction is correct, it would be necessary to find some fundamental environmental factor that could illuminate the Dinaric phenomenon. So far, our data rather support the genetic explanation.

Figure 7 shows that the area with tall male statures above 181 cm roughly copies the outer mountain ridge of the Dinaric Alps. Height gradually increases towards the core area of these mountains and peaks among the towns of Makarska–Imotski–Široki Brijeg–Čapljina–Metković, where we encounter means around 185 cm. Only the region of Bijeljina in northeastern Bosnia is an exception, possibly due to good economic conditions. Another peak may exist in central and northwestern Montenegro, in the municipalities of Kolašin & Savnik (185.5 cm, n = 30) and Plužine & Žabljak (184.9 cm, n = 28) (Popović, 2017), but the samples are small. In the same survey, the tallest Montenegrin females were found in the northwestern municipalities of Nikšić (170.9 cm, n = 204) and Plužine-Žabljak (170.1 cm, n = 34) which are values that our female sample from Dalmatia cannot match.

The taller statures in Adriatic Croatia can be, at least partly, linked with more favourable economic conditions (the benefits of tourism in coastal areas), and as we have previously shown (Grasgruber et al., 2016), height differences in Herzegovina stem from religiously conditioned dietary customs, but these factors cannot explain the exceptional height of local people in the European context, at generally below-average nutritional standards. They also do not explain why the area with exceptional statures stretches across three different countries and different types of landscape, as far as to the mountains of northwestern Montenegro. Although Coon (1970) speculated that North Albanians living on limestone are taller than their neighbours due to the high mineral content in the food chain, Buretić-Tomljanović et al. (2007) failed to find any connection between height and mean 10-year calcium concentration in drinking water in Croatia. The highest concentration of calcium was found in the central region of Croatia around Zagreb (86.1 mg/L), followed by the northwestern region (80.7 mg/L). The southern region (Dalmatia) (68.7 mg/L) and the eastern region (Slavonia) (60.9 mg/L) reached much lower values. All these data do not deviate from the usual content of calcium in European groundwater (1–100 mg/L) (Ong, Grandjean & Heaney, 2009, p. 41).

Because height in the Dinaric Alps peaks behind mountain ranges which historically served as a barrier to genetic flow, the gradient in height could be explained by the increasing proportion of admixture from continental Europe. Because we observe a 5–6 cm difference between the central and outer parts of the Dinaric Alps, it is possible that genetics could completely outweigh the role of social, economic and other environmental factors. Indeed, if we use our dataset of 56 socioeconomic, nutritional and genetic factors from seven countries of the Dinaric Alps (former Yugoslavia and Albania), the only factor with a significantly positive relationship to male height is genetic—the frequency of I-M170 (r = 0.84, p = 0.019). Infant mortality (r =  − 0.78, p = 0.039) emerges as the only meaningful variable with a negative relationship. The combined frequencies of Neolithic Y haplogroups (E-M96, G-M201 and J-M304) approach significance (r =  − 0.69, p = 0.086).

Considering that the quality of nutrition in Albania appears to be similar to that of BiH, Croatia, or Serbia, it is possible that the much higher Neolithic admixture, combined with 2–3 times higher infant mortality, could explain why the height of contemporary Albanian men is an anomaly in the Dinaric context—only 174.0 cm, which is 8.9 cm (!) shorter than in well-fed Montenegrins, and 5.5 cm shorter than in Kosovar Albanians. Preliminary results from Albanian universities confirm these large differences (S Popović, pers. comm., 2017). At the same time, the GDP per capita in Albania (for 2016) is 18% higher than in Kosovo (The World Bank). The strikingly taller statures of Kosovar men are thus surprising. At the moment, we can say that the predicted genetic height of Albanians is really markedly lower than that of Croats, but it is simultaneously also much higher than e.g., in Greeks or South Italians (Berg, Zhang & Coop, 2017).

Despite the impressive tallness documented in some Adriatic regions, it is noteworthy that our study has not demonstrated any increase of height, when compared with the study of Pineau, Delamarche & Bozinovic (2005) from the years 2001–2003. In fact, our research covered six out of the seven Dalmatian towns measured in Pineau et al.’s study (except Vrgorac), and mean male height in local schools (182.7 cm, n = 716) was substantially lower than in the above mentioned study (183.8 cm, n = 1,253). At the best case, our weighted mean of four Dalmatian counties (183.7 cm) shows that the height of Dalmatian males has not changed even after 15 years. The same applies to our female samples from schools in five Dalmatian towns (168.5 cm, n = 202) which lag far behind the very high values reported by Pineau et al. in Split schools (171.1 cm, n = 873), and are only approaching Dubrovnik schools (169.4 cm, n = 259). The reasons of this discrepancy are not entirely clear. Although some data in Pineau et al.’s study were obtained via personal communication and may not be perfectly reliable, it is also possible that the authors disproportionately targeted elite high schools. Either way, recent evidence shows that height in Croatia has really been stagnating or even decreasing during the last two decades.

The events of the Croatian war of independence (1991–1995) clearly influenced the growth of children in Osijek in eastern Croatia, because 7–8 year olds measured in 1995-1996 were approximately 2 cm shorter than their peers measured in 1980–1981 (Jovanović et al., 2003). In Zagreb, the research of the Andrija Štampar School of Health between 1951–1991 documented a continuous, positive height trend (Fig. 8) (Preberg, Jureša & Kujundžić, 1995). However, studies of the Institute for Anthropological Research between 1991–2010 showed a significant decrease from 180.7 cm to 180.1 cm in boys and from 167.1 cm to 165.2 cm in girls (Petranović et al., 2014). Although these two institutions apparently targeted different types of schools and the latter surveys were less representative, it is clear that no increase of height has occurred in Zagreb since 1991. This development can be connected with the dramatic decline of the economy in the early 1990s, which recovered as late as during the 2000s.

Still, if we are to believe results of nationwide surveys, the mean height of 18-year olds in Croatia has increased by 2.9 cm in boys and 1.8 cm in girls between 1980–84 and 2006–08 (Jureša, Musil & Kujundžić Tiljak, 2012). Historical data show that between 1883–2008 (125 years), the average Croat male has grown by 15 cm (from 165.5 cm to 180.5 cm) which means a mean rate of 1.2 cm/decade. Based on the information listed by Coon (1939, p. 591), we can estimate that the height gain of young men in the county of Istra has been approximately 15 cm as well. According to the records of Austrian–Hungarian recruits around the year 1870 (Komlos, 2007), young men from the town of Zadar (Zara) were the tallest in the whole empire at 168.7 cm, which is a difference of +14.1 cm, when compared to the present study (1.0 cm/decade). However, it should be noted that these historical data do not necessarily represent the same populations, due to migrations to the coastal regions occurring in the course of the 20th century (S Popović, pers. comm., 2018).

Historical information from other regions of the Adriatic area is scarcer. As already mentioned, the most recent nationwide survey comparable with the dimension of our work was conducted in 1980–1984 (Prebeg, 1988). Another nationwide survey was performed in 1991–1993, but was limited to a mere four areas (Prebeg, 1998). Few detailed numbers from these studies were published, but some rough data on Split are available (Jovanović et al., 2003). They show that in 1980–1984, the mean height of 18-year olds in Split was 181 cm in boys and 167 cm in girls. In 1992, it reached 182.5 cm and 170 cm, respectively, although the height of girls from this latter survey appears implausibly high. Provided that Pineau, Delamarche & Bozinovic’s (2005) result from Split (184.5 cm in boys, 171.1 cm in girls) is not far from reality, the secular trend in Dalmatia must have continued during the subsequent economic depression. On the other hand, our mean of Croatian boys from Split schools is again the same as in 1992 (182.5 cm, n = 227). This would mean that economic disturbances in the country have affected even Dalmatia since 2001–2003. In any case, the available data show that current male height in Adriatic Croatia is not higher than in the early 1990s.

Conclusion

In summary, the data presented in our article demonstrate that people from Dalmatia currently belong to the tallest in the world, and local young men are even the tallest in the age category of 18 years. However, this phenomenon is limited only to the territory of Dalmatia, Herzegovina and Montenegro. Other regions of Croatia are characterized by a much shorter stature and these large regional differences have persisted at least since the end of the 19th century. Because we are not aware of any environmental factor that could be responsible for these geographical trends, specific genetic predispositions shared by these populations are the most likely explanation. In the near future, the mutual relationship between genetic and environmental factors will hopefully be illuminated in detail, but such a research project would require targeting the whole core area of the Dinaric Alps.

Another fundamental finding is the fact that the secular height trend in Croatia has been negatively influenced by the economic depression in the 1990s. The onset of the economic crisis in 2008 further delayed a marked improvement in living standards. However, because the quality of nutrition in Croatia is still below the European standards, a further continuation of the positive height trend is possible. These conclusions can have very important practical implications because height is a key factor in sports success (Ackland, Elliott & Bloomfield, 2009). Information on body proportions (relatively long legs and rather short arm span) can further help in identifying sports that would be most suitable for the Dinaric body type. A more intensive focus of the local governments on the nutritional and health status of the young generation should subsequently pay off richly in the form of international sports prestige.

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