diff --git a/README.md b/README.md
index 64afb29..b2c7714 100644
--- a/README.md
+++ b/README.md
@@ -103,17 +103,29 @@ fn untyped_example() -> Result<(), Error> {
     let v: Value = serde_json::from_str(data)?;
 
     // Access parts of the data by indexing with square brackets.
-    // This will result in: `Please call "John Doe" at the number "+44 1234567"`
-    // That's because, the `v: Value` will produce another `Value` object
-    // and it will be surrounded with quotes(`""`)
-    // if you want to avoid this, you can use strongly typed data structures, see next example
-    // or use `v["name"].as_str().unwrap()` of the new `v["name"]: Value` object
     println!("Please call {} at the number {}", v["name"], v["phones"][0]);
 
     Ok(())
 }
 ```
 
+The result of square bracket indexing like `v["name"]` is a borrow of the data
+at that index, so the type is `&Value`. A JSON map can be indexed with string
+keys, while a JSON array can be indexed with integer keys. If the type of the
+data is not right for the type with which it is being indexed, or if a map does
+not contain the key being indexed, or if the index into a vector is out of
+bounds, the returned element is `Value::Null`.
+
+When a `Value` is printed, it is printed as a JSON string. So in the code above,
+the output looks like `Please call "John Doe" at the number "+44 1234567"`. The
+quotation marks appear because `v["name"]` is a `&Value` containing a JSON
+string and its JSON representation is `"John Doe"`. Printing as a plain string
+without quotation marks involves converting from a JSON string to a Rust string
+with [`as_str()`] or avoiding the use of `Value` as described in the following
+section.
+
+[`as_str()`]: https://docs.serde.rs/serde_json/enum.Value.html#method.as_str
+
 The `Value` representation is sufficient for very basic tasks but can be tedious
 to work with for anything more significant. Error handling is verbose to
 implement correctly, for example imagine trying to detect the presence of
@@ -124,9 +136,7 @@ in one of the dozens of places it is used in your code.
 ## Parsing JSON as strongly typed data structures
 
 Serde provides a powerful way of mapping JSON data into Rust data structures
-largely automatically. Also a strongly typed data structure ensures that after
-you deserialize the json string and try to access a key of the object of
-type `String`, it will return the typed one instead of a `Value`.
+largely automatically.
 
 <a href="http://play.integer32.com/?gist=cff572b80d3f078c942a2151e6020adc" target="_blank">
 <img align="right" width="50" src="https://raw.githubusercontent.com/serde-rs/serde-rs.github.io/master/img/run.png">
diff --git a/src/lib.rs b/src/lib.rs
index 6ce880b..3ec07f1 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -98,6 +98,23 @@
 //! # }
 //! ```
 //!
+//! The result of square bracket indexing like `v["name"]` is a borrow of the
+//! data at that index, so the type is `&Value`. A JSON map can be indexed with
+//! string keys, while a JSON array can be indexed with integer keys. If the
+//! type of the data is not right for the type with which it is being indexed,
+//! or if a map does not contain the key being indexed, or if the index into a
+//! vector is out of bounds, the returned element is `Value::Null`.
+//!
+//! When a `Value` is printed, it is printed as a JSON string. So in the code
+//! above, the output looks like `Please call "John Doe" at the number "+44
+//! 1234567"`. The quotation marks appear because `v["name"]` is a `&Value`
+//! containing a JSON string and its JSON representation is `"John Doe"`.
+//! Printing as a plain string without quotation marks involves converting from
+//! a JSON string to a Rust string with [`as_str()`] or avoiding the use of
+//! `Value` as described in the following section.
+//!
+//! [`as_str()`]: https://docs.serde.rs/serde_json/enum.Value.html#method.as_str
+//!
 //! The `Value` representation is sufficient for very basic tasks but can be
 //! tedious to work with for anything more significant. Error handling is
 //! verbose to implement correctly, for example imagine trying to detect the
diff --git a/src/value/mod.rs b/src/value/mod.rs
index 095915e..cc97230 100644
--- a/src/value/mod.rs
+++ b/src/value/mod.rs
@@ -460,6 +460,16 @@ impl Value {
     ///
     /// // The boolean `false` is not a string.
     /// assert_eq!(v["b"].as_str(), None);
+    ///
+    /// // JSON values are printed in JSON representation, so strings are in quotes.
+    /// //
+    /// //    The value is: "some string"
+    /// println!("The value is: {}", v["a"]);
+    ///
+    /// // Rust strings are printed without quotes.
+    /// //
+    /// //    The value is: some string
+    /// println!("The value is: {}", v["a"].as_str().unwrap());
     /// # }
     /// ```
     pub fn as_str(&self) -> Option<&str> {