diff --git a/CHANGELOG.md b/CHANGELOG.md
index 9decc17f33a..79b78076fa3 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,6 +8,10 @@ This project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.htm
 
 ## [Unreleased]
 
+### Added
+
+- Integration tests for more OTel Collector Attribute types. (#1062)
+
 ### Changed
 
 - Rename `sdk/metric/processor/test` to `sdk/metric/processor/processortest`
diff --git a/exporters/otlp/otlp_integration_test.go b/exporters/otlp/otlp_integration_test.go
index 5af4f7306a6..36e23226ee5 100644
--- a/exporters/otlp/otlp_integration_test.go
+++ b/exporters/otlp/otlp_integration_test.go
@@ -426,3 +426,149 @@ func TestNewExporter_withHeaders(t *testing.T) {
 	require.Len(t, headers.Get("header1"), 1)
 	assert.Equal(t, "value1", headers.Get("header1")[0])
 }
+
+func TestNewExporter_withMultipleAttributeTypes(t *testing.T) {
+	mc := runMockCol(t)
+
+	defer func() {
+		_ = mc.stop()
+	}()
+
+	<-time.After(5 * time.Millisecond)
+
+	exp, _ := otlp.NewExporter(
+		otlp.WithInsecure(),
+		otlp.WithReconnectionPeriod(50*time.Millisecond),
+		otlp.WithAddress(mc.address),
+	)
+
+	defer func() {
+		_ = exp.Stop()
+	}()
+
+	tp, err := sdktrace.NewProvider(
+		sdktrace.WithConfig(sdktrace.Config{DefaultSampler: sdktrace.AlwaysSample()}),
+		sdktrace.WithBatcher(exp, // add following two options to ensure flush
+			sdktrace.WithBatchTimeout(15*time.Millisecond),
+			sdktrace.WithMaxExportBatchSize(10),
+		))
+	assert.NoError(t, err)
+
+	tr := tp.Tracer("test-tracer")
+	testKvs := []label.KeyValue{
+		label.Int("Int", 1),
+		label.Int32("Int32", int32(2)),
+		label.Int64("Int64", int64(3)),
+		label.Float32("Float32", float32(1.11)),
+		label.Float64("Float64", 2.22),
+		label.Bool("Bool", true),
+		label.String("String", "test"),
+	}
+	_, span := tr.Start(context.Background(), "AlwaysSample")
+	span.SetAttributes(testKvs...)
+	span.End()
+
+	selector := simple.NewWithExactDistribution()
+	processor := processor.New(selector, metricsdk.PassThroughExporter)
+	pusher := push.New(processor, exp)
+	pusher.Start()
+
+	// Flush and close.
+	pusher.Stop()
+
+	// Wait >2 cycles.
+	<-time.After(40 * time.Millisecond)
+
+	// Now shutdown the exporter
+	if err := exp.Stop(); err != nil {
+		t.Fatalf("failed to stop the exporter: %v", err)
+	}
+
+	// Shutdown the collector too so that we can begin
+	// verification checks of expected data back.
+	_ = mc.stop()
+
+	// Now verify that we only got one span
+	rss := mc.getSpans()
+	if got, want := len(rss), 1; got != want {
+		t.Fatalf("resource span count: got %d, want %d\n", got, want)
+	}
+
+	expected := []*commonpb.KeyValue{
+		{
+			Key: "Int",
+			Value: &commonpb.AnyValue{
+				Value: &commonpb.AnyValue_IntValue{
+					IntValue: 1,
+				},
+			},
+		},
+		{
+			Key: "Int32",
+			Value: &commonpb.AnyValue{
+				Value: &commonpb.AnyValue_IntValue{
+					IntValue: 2,
+				},
+			},
+		},
+		{
+			Key: "Int64",
+			Value: &commonpb.AnyValue{
+				Value: &commonpb.AnyValue_IntValue{
+					IntValue: 3,
+				},
+			},
+		},
+		{
+			Key: "Float32",
+			Value: &commonpb.AnyValue{
+				Value: &commonpb.AnyValue_DoubleValue{
+					DoubleValue: 1.11,
+				},
+			},
+		},
+		{
+			Key: "Float64",
+			Value: &commonpb.AnyValue{
+				Value: &commonpb.AnyValue_DoubleValue{
+					DoubleValue: 2.22,
+				},
+			},
+		},
+		{
+			Key: "Bool",
+			Value: &commonpb.AnyValue{
+				Value: &commonpb.AnyValue_BoolValue{
+					BoolValue: true,
+				},
+			},
+		},
+		{
+			Key: "String",
+			Value: &commonpb.AnyValue{
+				Value: &commonpb.AnyValue_StringValue{
+					StringValue: "test",
+				},
+			},
+		},
+	}
+
+	// Verify attributes
+	if !assert.Len(t, rss[0].Attributes, len(expected)) {
+		t.Fatalf("attributes count: got %d, want %d\n", len(rss[0].Attributes), len(expected))
+	}
+	for i, actual := range rss[0].Attributes {
+		if a, ok := actual.Value.Value.(*commonpb.AnyValue_DoubleValue); ok {
+			e, ok := expected[i].Value.Value.(*commonpb.AnyValue_DoubleValue)
+			if !ok {
+				t.Errorf("expected AnyValue_DoubleValue, got %T", expected[i].Value.Value)
+				continue
+			}
+			if !assert.InDelta(t, e.DoubleValue, a.DoubleValue, 0.01) {
+				continue
+			}
+			e.DoubleValue = a.DoubleValue
+		}
+		assert.Equal(t, expected[i], actual)
+	}
+}