diff --git a/passbook/admin/fields.py b/passbook/admin/fields.py
index b7c952f7c..b6749172a 100644
--- a/passbook/admin/fields.py
+++ b/passbook/admin/fields.py
@@ -1,9 +1,35 @@
-"""YAML fields"""
+"""Additional fields"""
 import yaml
 from django import forms
+from django.utils.datastructures import MultiValueDict
 from django.utils.translation import gettext_lazy as _
 
 
+class ArrayFieldSelectMultiple(forms.SelectMultiple):
+    """This is a Form Widget for use with a Postgres ArrayField. It implements
+    a multi-select interface that can be given a set of `choices`.
+    You can provide a `delimiter` keyword argument to specify the delimeter used.
+
+    https://gist.github.com/stephane/00e73c0002de52b1c601"""
+
+    def __init__(self, *args, **kwargs):
+        # Accept a `delimiter` argument, and grab it (defaulting to a comma)
+        self.delimiter = kwargs.pop("delimiter", ",")
+        super().__init__(*args, **kwargs)
+
+    def value_from_datadict(self, data, files, name):
+        if isinstance(data, MultiValueDict):
+            # Normally, we'd want a list here, which is what we get from the
+            # SelectMultiple superclass, but the SimpleArrayField expects to
+            # get a delimited string, so we're doing a little extra work.
+            return self.delimiter.join(data.getlist(name))
+
+        return data.get(name)
+
+    def get_context(self, name, value, attrs):
+        return super().get_context(name, value.split(self.delimiter), attrs)
+
+
 class CodeMirrorWidget(forms.Textarea):
     """Custom Textarea-based Widget that triggers a CodeMirror editor"""
 
diff --git a/passbook/stages/identification/forms.py b/passbook/stages/identification/forms.py
index a8827abd9..70bf71eb8 100644
--- a/passbook/stages/identification/forms.py
+++ b/passbook/stages/identification/forms.py
@@ -1,10 +1,10 @@
 """passbook flows identification forms"""
 from django import forms
-from django.contrib.admin.widgets import FilteredSelectMultiple
 from django.core.validators import validate_email
 from django.utils.translation import gettext_lazy as _
 from structlog import get_logger
 
+from passbook.admin.fields import ArrayFieldSelectMultiple
 from passbook.flows.models import Flow, FlowDesignation
 from passbook.lib.utils.ui import human_list
 from passbook.stages.identification.models import IdentificationStage, UserFields
@@ -37,9 +37,7 @@ class IdentificationStageForm(forms.ModelForm):
         ]
         widgets = {
             "name": forms.TextInput(),
-            "user_fields": FilteredSelectMultiple(
-                _("fields"), False, choices=UserFields.choices
-            ),
+            "user_fields": ArrayFieldSelectMultiple(choices=UserFields.choices),
         }
 
 
diff --git a/passbook/stages/identification/models.py b/passbook/stages/identification/models.py
index 70fc139f1..27f25dd86 100644
--- a/passbook/stages/identification/models.py
+++ b/passbook/stages/identification/models.py
@@ -30,7 +30,12 @@ class IdentificationStage(Stage):
 
     user_fields = ArrayField(
         models.CharField(max_length=100, choices=UserFields.choices),
-        help_text=_("Fields of the user object to match against."),
+        help_text=_(
+            (
+                "Fields of the user object to match against. "
+                "(Hold shift to select multiple options)"
+            )
+        ),
     )
     template = models.TextField(choices=Templates.choices)
 
diff --git a/swagger.yaml b/swagger.yaml
index 7dd6bd231..1412f9cbc 100755
--- a/swagger.yaml
+++ b/swagger.yaml
@@ -7342,7 +7342,8 @@ definitions:
         type: string
         minLength: 1
       user_fields:
-        description: Fields of the user object to match against.
+        description: Fields of the user object to match against. (Hold shift to select
+          multiple options)
         type: array
         items:
           title: User fields
@@ -7350,6 +7351,10 @@ definitions:
           enum:
             - email
             - username
+      case_insensitive_matching:
+        title: Case insensitive matching
+        description: When enabled, user fields are matched regardless of their casing.
+        type: boolean
       template:
         title: Template
         type: string