Quick answer
The designers of Java and alike languages wanted to apply the "everything is an object" concept. And passing data as reference is very quick and doesn't consume much memory.
Additional extended boring comment
Altougth, those languages use object references (Java, Delphi, C#, VB.NET, Vala, Scala, PHP), the truth is that object references are pointers to objects in disguise. The null value, the memory allocation, the copy of a reference without copying the entire data of an object, all of them are object pointers, not plain objects !!!
In Object Pascal (not Delphi), anc C++ (not Java, not C#), an object can be declared as an static allocated variable, and also with a dynamic allocated variable, thru the use of a pointer ("object reference" without "sugar syntax"). Each case use certain syntax, and there is not way to get confused as in Java "and friends". In those languages, an object can be both passed as value or as reference.
The programmer knows when a pointer syntax is required, and when is not required, but in Java and alike languages, this is confusing.
Before Java existed or became mainstream, many programmers learnt O.O. in C++ without pointers, passing by value or by reference when required. When switched from learning to business apps., then, they commonly use object pointers. The Q.T. library is good example of that.
When I learnt Java, I tried to follow the everything is an object concept, but got confused at coding. Eventually, I said "ok, this are objects dynamically allocated with a pointer with the syntax of a statically allocated object", and didn't have trouble to code, again.