Android ListView not refreshing after notifyDataSetChanged

Look at your onResume method in ItemFragment:

@Override
public void onResume() {
    super.onResume();
    items.clear();
    items = dbHelper.getItems(); // reload the items from database
    adapter.notifyDataSetChanged();
}

what you just have updated before calling notifyDataSetChanged() is not the adapter's field private List<Item> items; but the identically declared field of the fragment. The adapter still stores a reference to list of items you passed when you created the adapter (e.g. in fragment's onCreate). The shortest (in sense of number of changes) but not elegant way to make your code behave as you expect is simply to replace the line:

    items = dbHelper.getItems(); // reload the items from database

with

    items.addAll(dbHelper.getItems()); // reload the items from database

A more elegant solution:

1) remove items private List<Item> items; from ItemFragment - we need to keep reference to them only in adapter

2) change onCreate to :

@Override
public void onCreate(Bundle savedInstanceState) {
    super.onCreate(savedInstanceState);
    super.setHasOptionsMenu(true);
    getActivity().setTitle(TITLE);
    dbHelper = new DatabaseHandler(getActivity());
    adapter = new ItemAdapter(getActivity(), dbHelper.getItems());
    setListAdapter(adapter);
}

3) add method in ItemAdapter:

public void swapItems(List<Item> items) {
    this.items = items;
    notifyDataSetChanged();
}

4) change your onResume to:

@Override
public void onResume() {
    super.onResume();
    adapter.swapItems(dbHelper.getItems());
}

You are assigning reloaded items to global variable items in onResume(), but this will not reflect in ItemAdapter class, because it has its own instance variable called 'items'.

For refreshing ListView, add a refresh() in ItemAdapter class which accepts list data i.e items

class ItemAdapter
{
    .....

    public void refresh(List<Item> items)
    {
        this.items = items;
        notifyDataSetChanged();
    } 
}

update onResume() with following code

@Override
public void onResume()
{
    super.onResume();
    items.clear();
    items = dbHelper.getItems(); //reload the items from database
    **adapter.refresh(items);**
}