---
title: "Multiple Selection"
slug: "multiple-selection"
updated: 2026-03-23T17:15:07Z
published: 2026-03-23T17:15:07Z
canonical: "support.eduphoria.net/multiple-selection"
---

> ## Documentation Index
> Fetch the complete documentation index at: https://support.eduphoria.net/llms.txt
> Use this file to discover all available pages before exploring further.

# Multiple Selection

In multiple selection questions, students can select multiple answers from a list of possible choices. [TEA suggests](/v1/docs/technology-enhanced-items-tei-hb-3906) using the multiple selection question type in mathematics, reading, language arts, and science assessments, but multiple selection is available for any assessment. Multiple selection follows TEA’s examples and may be used with text, images, and tables.

> [!NOTE]
> **Note:** An assessment with a multiple selection question will remain print and online-friendly with multiple choice, numerical response, constructed response, and resource items.

## **Creating a Multiple Selection Question**

To create a multiple selection question, begin by [creating a new assessment](/v1/docs/creating-new-assessment-questions-in-aware) or navigating to an existing one in Aware.

### **Quick Guide**

1. When working on an assessment, go to the **Questions** tab and do the following:
  - If this is the first time adding a question, select the **Multiple Selection** button.
  - If adding more questions, select the **Plus** sign ( add_circle ) and choose **Multiple Selection** from the drop-down menu.
2. Use the text box and [formatting options](/v1/docs/formatting-questions-in-aware) to enter the question text.
3. Select **Add Response**until you have included all the responses you want students to choose from. Then, in the **Response**text boxes, enter possible answer choices and select the checkboxes to indicate correct answers.
4. If desired, set the **Min choices** and **Max choices** fields to limit the number of answer choices students can select.
5. Select **Primary Standard** and **Secondary Standard**to add up to two learning standards.
6. Set the **Scoring Method**, **Complexity/Depth of Knowledge**, and **Item Weight** as needed.
7. When complete, select **Create**or**Update**.

### **Illustrated Guide**

**Step 1:**When creating or editing an assessment in Aware, navigate to the **Questions** tab and do the following:

- If this is the first time adding a question to the assessment, select the **Multiple Selection** button.
- If you want to add more questions to an existing assessment, select the **Plus** sign ( add_circle ) above or below an existing question and choose **Multiple Selection** from the drop-down menu.

![Interface showing options for creating test items, including multiple selection and numerical response.](https://cdn.us.document360.io/d6ce927e-20b2-40ab-af8d-ea0afbbc28f7/Images/Documentation/multiple selection button.png)

![Interface showing question types for a test, including the multiple selection option.](https://cdn.us.document360.io/d6ce927e-20b2-40ab-af8d-ea0afbbc28f7/Images/Documentation/plus sign multiple selection.png)

> [!NOTE]
> **Note:** Adding multiple selection to a multipart question must be done under the Interactive Item Types menu. Visit the [Multipart](/v1/docs/multipart) article to learn more about creating a multipart question using multiple choice, multiple selection, and constructed response item types.

**Step 2:**On the**Construct your question** step, use the text box and formatting options to enter the question text.

![Interface for creating a new question with options for multiple choice and selection.](https://cdn.us.document360.io/d6ce927e-20b2-40ab-af8d-ea0afbbc28f7/Images/Documentation/multiple selection prompt.png)

**Step 3:**Select **Add Response**until you have included all the responses you want students to choose from. In the **Response**text boxes, enter possible answer choices and select the checkboxes to indicate correct answers. Multiple selection allows a maximum of 25 answer choices.

![Interface for adding responses with options to write out answers and rationale and check boxes for correct responses.](https://cdn.us.document360.io/d6ce927e-20b2-40ab-af8d-ea0afbbc28f7/Images/Documentation/multiple selection add response.png)

If needed, select the **Delete** icon ( delete ) next to a response to remove it.

**Step 4:** If desired, set the **Min choices** and **Max choices** fields to limit the number of answer choices students can select.

If the number of selected answers does not fall within the set range, a message appears to notify the student that they have selected too few or too many answers. The student can choose to change their answers or move on to the next question without making changes.

If you set **Max choices** to 0, there is no limit to the number of answers students can select.

![Options for minimum and maximum choices students can select from responses.](https://cdn.us.document360.io/d6ce927e-20b2-40ab-af8d-ea0afbbc28f7/Images/Documentation/min and max choices.png)

**Step 5:**Select **Primary Standard** and **Secondary Standard**to add up to two learning standards.

![Create a new selected response question and attach learning standards to it.](https://cdn.us.document360.io/d6ce927e-20b2-40ab-af8d-ea0afbbc28f7/Images/Documentation/attaching learning standards.png)

**Step 6:**Set the **Scoring Method**, **Complexity/Depth of Knowledge**, and **Item Weight** as needed. Multiple selection offers the following scoring methods:

- Correct / Incorrect
- Point per Task
- Partial Credit (0-1-2)

![Scoring method options for assessments, including correct/incorrect and partial credit selections.](https://cdn.us.document360.io/d6ce927e-20b2-40ab-af8d-ea0afbbc28f7/Images/Documentation/scoring methods.png)

You can also toggle on and off [Text-to-Speech](/v1/docs/text-to-speech-the-student-experience) for questions and answers as well as a [ruler for student use](/v1/docs/enabling-the-ruler-for-online-testing) as needed.

**Step 7:**Select **Create** or **Update** to save the assessment question.

## **Creating and Editing Equations**

Math equations can be included in the responses. To write out an equation using math symbols, select the **Add Math** (**Σ**) button. Use the tabs on the Add Math control pane to view and select different types of mathematical symbols.

![Settings for student responses, including the Add Math button to add equations.](https://cdn.us.document360.io/d6ce927e-20b2-40ab-af8d-ea0afbbc28f7/Images/Documentation/add math to response.png)

You can edit alternative text for equations from the **Questions** tab on an assessment. Hover your mouse over the equation and select **Edit Math Speech******to change or add alternative text. Students with Text-to-Speech support hear the math read aloud.

This override is intended for use with math language. If general language is also included with a math answer, be sure to type out the full line.

![Interface showing options to edit math speech.](https://cdn.us.document360.io/d6ce927e-20b2-40ab-af8d-ea0afbbc28f7/Images/Documentation/edit math speech.png)

## **Student Experience**

Students see multiple selection questions during online testing.

If an answer minimum or maximum is set, students who have not selected the appropriate number of answers receive a warning message, giving them a chance to correct their answers before moving to the next question.

![A multiple-selection question with possible answer choices to choose from on a student's online testing screen.](https://cdn.us.document360.io/d6ce927e-20b2-40ab-af8d-ea0afbbc28f7/Images/Documentation/multiple selection student experience.png)

## **Data Analysis**

### **Viewing Responses in Quick Views**

**Question Type** is available in **Quick Views**. Access **Quick Views** through the navigation bar or through the **Quick Views** card.

![Quick Views.png](https://cdn.us.document360.io/d6ce927e-20b2-40ab-af8d-ea0afbbc28f7/Images/Documentation/27071721486231.png)

Once in **Quick Views**, use the search field to find and select the assessment(s) you want to analyze. Choose the **Student Individual Responses** template from the drop-down menu. Select **Apply** to continue.

![Student Individual Responses.png](https://cdn.us.document360.io/d6ce927e-20b2-40ab-af8d-ea0afbbc28f7/Images/Documentation/27071721486743.png)

### **Show or Hide the Question Type Column**

If the table does not display the type of question, you can customize which columns appear or do not appear from the **Edit** menu. Select the **Columns** tab, and then expand the **Responses** folder. Drag the **Question Type** option to the empty space on the right side of the screen. Then, select **Update**to apply your changes. For more information, see [Editing Data Views as a Teacher](/v1/docs/editing-data-views-as-a-teacher).

![Question Type.png](https://cdn.us.document360.io/d6ce927e-20b2-40ab-af8d-ea0afbbc28f7/Images/Documentation/27071744880919.png)

The **Question Type** column shows the type of question asked and the corresponding question number. Teachers may view the exact question in the [**Enter Answers**](/v1/docs/using-the-enter-answers-feature) screen and modify student answers if needed.

![new_data_analysis_question_type_detail_view.png](https://cdn.us.document360.io/d6ce927e-20b2-40ab-af8d-ea0afbbc28f7/Images/Documentation/14613405606807.png)

### **Allowing Teachers to Answer and Score Assessment Questions**

For district- and school-level tests, the **Questions teachers can answer and score** option must be set to **All Questions** to enable editing privileges. Locate this setting in **Administration > Collection > General Settings** when authoring or editing an assessment in Aware.

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)
