diff --git a/flang/lib/Lower/OpenACC.cpp b/flang/lib/Lower/OpenACC.cpp
--- a/flang/lib/Lower/OpenACC.cpp
+++ b/flang/lib/Lower/OpenACC.cpp
@@ -100,6 +100,80 @@
   }
 }
 
+template <typename Op>
+static void
+genDataOperandOperations(const Fortran::parser::AccObjectList &objectList,
+                         Fortran::lower::AbstractConverter &converter,
+                         Fortran::semantics::SemanticsContext &semanticsContext,
+                         Fortran::lower::StatementContext &stmtCtx,
+                         llvm::SmallVectorImpl<mlir::Value> &dataOperands,
+                         mlir::acc::DataClause dataClause, bool structured) {
+
+  fir::FirOpBuilder &builder = converter.getFirOpBuilder();
+
+  auto createOpAndAddOperand = [&](Fortran::lower::SymbolRef sym,
+                                   llvm::StringRef name, mlir::Location loc) {
+    mlir::Value symAddr = converter.getSymbolAddress(sym);
+    // TODO: Might need revisiting to handle for non-shared clauses
+    if (!symAddr) {
+      if (const auto *details =
+              sym->detailsIf<Fortran::semantics::HostAssocDetails>())
+        symAddr = converter.getSymbolAddress(details->symbol());
+    }
+
+    if (!symAddr)
+      llvm::report_fatal_error("could not retrieve symbol address");
+
+    Op op = builder.create<Op>(loc, symAddr.getType(), symAddr);
+    op.setNameAttr(builder.getStringAttr(name));
+    op.setStructured(structured);
+    op.setDataClause(dataClause);
+    op->setAttr(Op::getOperandSegmentSizeAttr(),
+                builder.getDenseI32ArrayAttr({1, 0, 0}));
+    dataOperands.push_back(op.getAccPtr());
+  };
+
+  for (const auto &accObject : objectList.v) {
+    std::visit(
+        Fortran::common::visitors{
+            [&](const Fortran::parser::Designator &designator) {
+              mlir::Location operandLocation =
+                  converter.genLocation(designator.source);
+              if (auto expr{Fortran::semantics::AnalyzeExpr(semanticsContext,
+                                                            designator)}) {
+                if ((*expr).Rank() > 0 &&
+                    Fortran::parser::Unwrap<Fortran::parser::ArrayElement>(
+                        designator)) {
+                  TODO(operandLocation, "OpenACC array section data operand");
+                } else if (Fortran::parser::Unwrap<
+                               Fortran::parser::StructureComponent>(
+                               designator)) {
+                  TODO(operandLocation, "OpenACC derived-type data operand");
+                } else {
+                  // Scalar or full array.
+                  if (const auto *dataRef{std::get_if<Fortran::parser::DataRef>(
+                          &designator.u)}) {
+                    const Fortran::parser::Name &name =
+                        Fortran::parser::GetLastName(*dataRef);
+                    createOpAndAddOperand(*name.symbol, name.ToString(),
+                                          operandLocation);
+                  } else { // Unsupported
+                    llvm::report_fatal_error(
+                        "Unsupported type of OpenACC operand");
+                  }
+                }
+              }
+            },
+            [&](const Fortran::parser::Name &name) {
+              mlir::Location operandLocation =
+                  converter.genLocation(name.source);
+              createOpAndAddOperand(*name.symbol, name.ToString(),
+                                    operandLocation);
+            }},
+        accObject.u);
+  }
+}
+
 template <typename Clause>
 static void genObjectListWithModifier(
     const Clause *x, Fortran::lower::AbstractConverter &converter,
@@ -794,18 +868,33 @@
           copyinClause->v;
       const auto &accObjectList =
           std::get<Fortran::parser::AccObjectList>(listWithModifier.t);
-      genObjectList(accObjectList, converter, semanticsContext, stmtCtx,
-                    copyinOperands);
+      genDataOperandOperations<mlir::acc::CopyinOp>(
+          accObjectList, converter, semanticsContext, stmtCtx,
+          dataClauseOperands, mlir::acc::DataClause::acc_copyin, false);
     } else if (const auto *createClause =
                    std::get_if<Fortran::parser::AccClause::Create>(&clause.u)) {
-      genObjectListWithModifier<Fortran::parser::AccClause::Create>(
-          createClause, converter, semanticsContext, stmtCtx,
-          Fortran::parser::AccDataModifier::Modifier::Zero, createZeroOperands,
-          createOperands);
+      const Fortran::parser::AccObjectListWithModifier &listWithModifier =
+          createClause->v;
+      const auto &accObjectList =
+          std::get<Fortran::parser::AccObjectList>(listWithModifier.t);
+      const auto &modifier =
+          std::get<std::optional<Fortran::parser::AccDataModifier>>(
+              listWithModifier.t);
+      if (modifier &&
+          (*modifier).v == Fortran::parser::AccDataModifier::Modifier::Zero) {
+        genDataOperandOperations<mlir::acc::CreateOp>(
+            accObjectList, converter, semanticsContext, stmtCtx,
+            dataClauseOperands, mlir::acc::DataClause::acc_create_zero, false);
+      } else {
+        genDataOperandOperations<mlir::acc::CreateOp>(
+            accObjectList, converter, semanticsContext, stmtCtx,
+            dataClauseOperands, mlir::acc::DataClause::acc_create, false);
+      }
     } else if (const auto *attachClause =
                    std::get_if<Fortran::parser::AccClause::Attach>(&clause.u)) {
-      genObjectList(attachClause->v, converter, semanticsContext, stmtCtx,
-                    attachOperands);
+      genDataOperandOperations<mlir::acc::AttachOp>(
+          attachClause->v, converter, semanticsContext, stmtCtx,
+          dataClauseOperands, mlir::acc::DataClause::acc_attach, false);
     } else {
       llvm::report_fatal_error(
           "Unknown clause in ENTER DATA directive lowering");
diff --git a/flang/test/Lower/OpenACC/acc-enter-data.f90 b/flang/test/Lower/OpenACC/acc-enter-data.f90
--- a/flang/test/Lower/OpenACC/acc-enter-data.f90
+++ b/flang/test/Lower/OpenACC/acc-enter-data.f90
@@ -8,62 +8,82 @@
   real, pointer :: d
   logical :: ifCondition = .TRUE.
 
-!CHECK: [[A:%.*]] = fir.alloca !fir.array<10x10xf32> {{{.*}}uniq_name = "{{.*}}Ea"}
-!CHECK: [[B:%.*]] = fir.alloca !fir.array<10x10xf32> {{{.*}}uniq_name = "{{.*}}Eb"}
-!CHECK: [[C:%.*]] = fir.alloca !fir.array<10x10xf32> {{{.*}}uniq_name = "{{.*}}Ec"}
-!CHECK: [[D:%.*]] = fir.alloca !fir.box<!fir.ptr<f32>> {bindc_name = "d", uniq_name = "{{.*}}Ed"}
+!CHECK: %[[A:.*]] = fir.alloca !fir.array<10x10xf32> {{{.*}}uniq_name = "{{.*}}Ea"}
+!CHECK: %[[B:.*]] = fir.alloca !fir.array<10x10xf32> {{{.*}}uniq_name = "{{.*}}Eb"}
+!CHECK: %[[C:.*]] = fir.alloca !fir.array<10x10xf32> {{{.*}}uniq_name = "{{.*}}Ec"}
+!CHECK: %[[D:.*]] = fir.alloca !fir.box<!fir.ptr<f32>> {bindc_name = "d", uniq_name = "{{.*}}Ed"}
 
   !$acc enter data create(a)
-!CHECK: acc.enter_data create([[A]] : !fir.ref<!fir.array<10x10xf32>>){{$}}
+!CHECK: %[[CREATE_A:.*]] = acc.create varPtr(%[[A]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "a", structured = false}
+!CHECK: acc.enter_data dataOperands(%[[CREATE_A]] : !fir.ref<!fir.array<10x10xf32>>){{$}}
 
   !$acc enter data create(a) if(.true.)
+!CHECK: %[[CREATE_A:.*]] = acc.create varPtr(%[[A]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "a", structured = false}
 !CHECK: [[IF1:%.*]] = arith.constant true
-!CHECK: acc.enter_data if([[IF1]]) create([[A]] : !fir.ref<!fir.array<10x10xf32>>){{$}}
+!CHECK: acc.enter_data if([[IF1]]) dataOperands(%[[CREATE_A]] : !fir.ref<!fir.array<10x10xf32>>){{$}}
 
   !$acc enter data create(a) if(ifCondition)
+!CHECK: %[[CREATE_A:.*]] = acc.create varPtr(%[[A]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "a", structured = false}
 !CHECK: [[IFCOND:%.*]] = fir.load %{{.*}} : !fir.ref<!fir.logical<4>>
 !CHECK: [[IF2:%.*]] = fir.convert [[IFCOND]] : (!fir.logical<4>) -> i1
-!CHECK: acc.enter_data if([[IF2]]) create([[A]] : !fir.ref<!fir.array<10x10xf32>>){{$}}
+!CHECK: acc.enter_data if([[IF2]]) dataOperands(%[[CREATE_A]] : !fir.ref<!fir.array<10x10xf32>>){{$}}
 
   !$acc enter data create(a) create(b) create(c)
-!CHECK: acc.enter_data create([[A]], [[B]], [[C]] : !fir.ref<!fir.array<10x10xf32>>, !fir.ref<!fir.array<10x10xf32>>, !fir.ref<!fir.array<10x10xf32>>){{$}}
+!CHECK: %[[CREATE_A:.*]] = acc.create varPtr(%[[A]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "a", structured = false}
+!CHECK: %[[CREATE_B:.*]] = acc.create varPtr(%[[B]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "b", structured = false}
+!CHECK: %[[CREATE_C:.*]] = acc.create varPtr(%[[C]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "c", structured = false}
+!CHECK: acc.enter_data dataOperands(%[[CREATE_A]], %[[CREATE_B]], %[[CREATE_C]] : !fir.ref<!fir.array<10x10xf32>>, !fir.ref<!fir.array<10x10xf32>>, !fir.ref<!fir.array<10x10xf32>>){{$}}
 
   !$acc enter data create(a) create(b) create(zero: c)
-!CHECK: acc.enter_data create([[A]], [[B]] : !fir.ref<!fir.array<10x10xf32>>, !fir.ref<!fir.array<10x10xf32>>) create_zero([[C]] : !fir.ref<!fir.array<10x10xf32>>){{$}}
+!CHECK: %[[CREATE_A:.*]] = acc.create varPtr(%[[A]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "a", structured = false}
+!CHECK: %[[CREATE_B:.*]] = acc.create varPtr(%[[B]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "b", structured = false}
+!CHECK: %[[CREATE_C:.*]] = acc.create varPtr(%[[C]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {dataClause = 8 : i64, name = "c", structured = false}
+!CHECK: acc.enter_data dataOperands(%[[CREATE_A]], %[[CREATE_B]], %[[CREATE_C]] : !fir.ref<!fir.array<10x10xf32>>, !fir.ref<!fir.array<10x10xf32>>, !fir.ref<!fir.array<10x10xf32>>){{$}}
 
   !$acc enter data copyin(a) create(b) attach(d)
-!CHECK: acc.enter_data copyin([[A]] : !fir.ref<!fir.array<10x10xf32>>) create([[B]] : !fir.ref<!fir.array<10x10xf32>>) attach([[D]] : !fir.ref<!fir.box<!fir.ptr<f32>>>){{$}}
+!CHECK: %[[COPYIN_A:.*]] = acc.copyin varPtr(%[[A]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "a", structured = false}
+!CHECK: %[[CREATE_B:.*]] = acc.create varPtr(%[[B]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "b", structured = false}
+!CHECK: %[[ATTACH_D:.*]] = acc.attach varPtr(%[[D]] : !fir.ref<!fir.box<!fir.ptr<f32>>>)   -> !fir.ref<!fir.box<!fir.ptr<f32>>> {name = "d", structured = false}
+!CHECK: acc.enter_data dataOperands(%[[COPYIN_A]], %[[CREATE_B]], %[[ATTACH_D]] : !fir.ref<!fir.array<10x10xf32>>, !fir.ref<!fir.array<10x10xf32>>, !fir.ref<!fir.box<!fir.ptr<f32>>>){{$}}
 
   !$acc enter data create(a) async
-!CHECK: acc.enter_data create([[A]] : !fir.ref<!fir.array<10x10xf32>>) attributes {async}
+!CHECK: %[[CREATE_A:.*]] = acc.create varPtr(%[[A]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "a", structured = false}
+!CHECK: acc.enter_data dataOperands(%[[CREATE_A]] : !fir.ref<!fir.array<10x10xf32>>) attributes {async}
 
   !$acc enter data create(a) wait
-!CHECK: acc.enter_data create([[A]] : !fir.ref<!fir.array<10x10xf32>>) attributes {wait}
+!CHECK: %[[CREATE_A:.*]] = acc.create varPtr(%[[A]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "a", structured = false}
+!CHECK: acc.enter_data dataOperands(%[[CREATE_A]] : !fir.ref<!fir.array<10x10xf32>>) attributes {wait}
 
   !$acc enter data create(a) async wait
-!CHECK: acc.enter_data create([[A]] : !fir.ref<!fir.array<10x10xf32>>) attributes {async, wait}
+!CHECK: %[[CREATE_A:.*]] = acc.create varPtr(%[[A]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "a", structured = false}
+!CHECK: acc.enter_data dataOperands(%[[CREATE_A]] : !fir.ref<!fir.array<10x10xf32>>) attributes {async, wait}
 
   !$acc enter data create(a) async(1)
-!CHECK: [[ASYNC1:%.*]] = arith.constant 1 : i32
-!CHECK: acc.enter_data async([[ASYNC1]] : i32) create([[A]] : !fir.ref<!fir.array<10x10xf32>>)
+!CHECK: %[[CREATE_A:.*]] = acc.create varPtr(%[[A]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "a", structured = false}
+!CHECK: %[[ASYNC1:.*]] = arith.constant 1 : i32
+!CHECK: acc.enter_data async(%[[ASYNC1]] : i32) dataOperands(%[[CREATE_A]] : !fir.ref<!fir.array<10x10xf32>>)
 
   !$acc enter data create(a) async(async)
-!CHECK: [[ASYNC2:%.*]] = fir.load %{{.*}} : !fir.ref<i32>
-!CHECK: acc.enter_data async([[ASYNC2]] : i32) create([[A]] : !fir.ref<!fir.array<10x10xf32>>)
+!CHECK: %[[CREATE_A:.*]] = acc.create varPtr(%[[A]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "a", structured = false}
+!CHECK: %[[ASYNC2:.*]] = fir.load %{{.*}} : !fir.ref<i32>
+!CHECK: acc.enter_data async(%[[ASYNC2]] : i32) dataOperands(%[[CREATE_A]] : !fir.ref<!fir.array<10x10xf32>>)
 
   !$acc enter data create(a) wait(1)
-!CHECK: [[WAIT1:%.*]] = arith.constant 1 : i32
-!CHECK: acc.enter_data wait([[WAIT1]] : i32) create([[A]] : !fir.ref<!fir.array<10x10xf32>>)
+!CHECK: %[[CREATE_A:.*]] = acc.create varPtr(%[[A]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "a", structured = false}
+!CHECK: %[[WAIT1:.*]] = arith.constant 1 : i32
+!CHECK: acc.enter_data wait(%[[WAIT1]] : i32) dataOperands(%[[CREATE_A]] : !fir.ref<!fir.array<10x10xf32>>)
 
   !$acc enter data create(a) wait(queues: 1, 2)
-!CHECK: [[WAIT2:%.*]] = arith.constant 1 : i32
-!CHECK: [[WAIT3:%.*]] = arith.constant 2 : i32
-!CHECK: acc.enter_data wait([[WAIT2]], [[WAIT3]] : i32, i32) create([[A]] : !fir.ref<!fir.array<10x10xf32>>)
+!CHECK: %[[CREATE_A:.*]] = acc.create varPtr(%[[A]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "a", structured = false}
+!CHECK: %[[WAIT2:.*]] = arith.constant 1 : i32
+!CHECK: %[[WAIT3:.*]] = arith.constant 2 : i32
+!CHECK: acc.enter_data wait(%[[WAIT2]], %[[WAIT3]] : i32, i32) dataOperands(%[[CREATE_A]] : !fir.ref<!fir.array<10x10xf32>>)
 
   !$acc enter data create(a) wait(devnum: 1: queues: 1, 2)
-!CHECK: [[WAIT4:%.*]] = arith.constant 1 : i32
-!CHECK: [[WAIT5:%.*]] = arith.constant 2 : i32
-!CHECK: [[WAIT6:%.*]] = arith.constant 1 : i32
-!CHECK: acc.enter_data wait_devnum([[WAIT6]] : i32) wait([[WAIT4]], [[WAIT5]] : i32, i32) create([[A]] : !fir.ref<!fir.array<10x10xf32>>)
+!CHECK: %[[CREATE_A:.*]] = acc.create varPtr(%[[A]] : !fir.ref<!fir.array<10x10xf32>>)   -> !fir.ref<!fir.array<10x10xf32>> {name = "a", structured = false}
+!CHECK: %[[WAIT4:.*]] = arith.constant 1 : i32
+!CHECK: %[[WAIT5:.*]] = arith.constant 2 : i32
+!CHECK: %[[WAIT6:.*]] = arith.constant 1 : i32
+!CHECK: acc.enter_data wait_devnum(%[[WAIT6]] : i32) wait(%[[WAIT4]], %[[WAIT5]] : i32, i32) dataOperands(%[[CREATE_A]] : !fir.ref<!fir.array<10x10xf32>>)
 
 end subroutine acc_enter_data