function xprofile_set_field_data( $field, $user_id, $value, $is_required = false ) {

	if ( is_numeric( $field ) ) {
		$field_id = $field;
	} else {
		$field_id = xprofile_get_field_id_from_name( $field );
	}

	if ( empty( $field_id ) ) {
		return false;
	}

	$field          = xprofile_get_field( $field_id );
	$field_type     = BP_XProfile_Field::get_type( $field_id );
	$field_type_obj = bp_xprofile_create_field_type( $field_type );

	/**
	 * Filter the raw submitted profile field value.
	 *
	 * Use this filter to modify the values submitted by users before
	 * doing field-type-specific validation.
	 *
	 * @since 2.1.0
	 *
	 * @param mixed                  $value          Value passed to xprofile_set_field_data().
	 * @param BP_XProfile_Field      $field          Field object.
	 * @param BP_XProfile_Field_Type $field_type_obj Field type object.
	 */
	$value = apply_filters( 'bp_xprofile_set_field_data_pre_validate', $value, $field, $field_type_obj );

	// Special-case support for integer 0 for the number field type.
	if ( $is_required && ! is_integer( $value ) && $value !== '0' && ( empty( $value ) || ! is_array( $value ) && ! strlen( trim( $value ) ) ) ) {
		return false;
	}

	/**
	 * Certain types of fields (checkboxes, multiselects) may come through empty.
	 * Save as empty array so this isn't overwritten by the default on next edit.
	 *
	 * Special-case support for integer 0 for the number field type
	 */
	if ( empty( $value ) && ! is_integer( $value ) && $value !== '0' && $field_type_obj->accepts_null_value ) {
		$value = array();
	}

	// If the value is empty, then delete any field data that exists, unless the field is of a type
	// where null values are semantically meaningful.
	if ( empty( $value ) && ! is_integer( $value ) && $value !== '0' && ! $field_type_obj->accepts_null_value ) {
		xprofile_delete_field_data( $field_id, $user_id );
		return true;
	}

	// For certain fields, only certain parameters are acceptable, so add them to the whitelist.
	if ( $field_type_obj->supports_options ) {
		$field_type_obj->set_whitelist_values( wp_list_pluck( $field->get_children(), 'name' ) );
	}

	// Check the value is in an accepted format for this form field.
	if ( ! $field_type_obj->is_valid( $value ) ) {
		return false;
	}

	$field           = new BP_XProfile_ProfileData();
	$field->field_id = $field_id;
	$field->user_id  = $user_id;

	// Gets un/reserialized via xprofile_sanitize_data_value_before_save()
	$field->value    = maybe_serialize( $value );

	return $field->save();
}