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06 Numbers and Powers

User Roles & Access Permissions: How Authorization Works

Card No. 06·35598 · Updated · Standard formula, shown below

Total permission assignments 50 count
Avg permissions per user
0.50 count
Result
Total users
100 count
You entered
Roles defined
5 count
You entered
You enter
Total users, Roles defined, Permissions per role (avg)
You get
Total permission assignments, Avg permissions per user
Rounding
0 dp · 2 dp

User roles and access permissions are the core of authorization, determining what each authenticated user can see and do within a system. You define roles (like Admin, Editor, Viewer), assign permissions to those roles, and then grant roles to users; the system checks these permissions on every request. This article explains the mechanics, common models, and practical considerations for designing an effective authorization system.

Formula

The calculator above estimates the total number of permission assignments in a role-based access control (RBAC) system, and the average number of permissions each user effectively holds. The formulas are:

  • Total permission assignments = roles defined × permissions per role
  • Average permissions per user = total permission assignments ÷ total users

Where:

  • Roles defined (r) – the number of distinct roles in your system (e.g., Admin, Editor, Viewer).
  • Permissions per role (p) – the average number of access rights (view, edit, delete, etc.) each role has.
  • Total users (t) – the number of users in the system.

This gives a rough idea of the scale of your permission matrix, which is useful for planning database storage or understanding administrative overhead.

Worked Example

Using the default values from the calculator: 100 users, 5 roles, and 10 permissions per role.

  1. Total permission assignments = 5 roles × 10 permissions = 50
  2. Average permissions per user = 50 ÷ 100 = 0.5

So with 100 users and 5 roles, each user effectively holds 0.5 permissions on average (since not all users are assigned every role). The calculator shows 50 total assignments and 0.50 average per user.

Background: What Are User Roles and Permissions?

Authorization answers the question: “What can this user do?” after they have been authenticated (proven who they are). Roles are named collections of permissions—for example, a “Content Editor” role might include permissions to create, edit, and publish articles, but not to delete users. Permissions are the individual actions allowed, such as read, write, delete, or execute on specific resources.

The concept dates back to early multi-user operating systems, but the modern framework was formalized in the 1990s with Role-Based Access Control (RBAC). RBAC became the industry standard because it simplifies administration: instead of assigning permissions to each user individually, you assign users to roles, and roles carry the permissions.

How Authorization Works: The Request Flow

When a user tries to perform an action, the system follows a predictable sequence:

  1. Authentication – The user logs in and receives a token or session ID that proves their identity.
  2. Permission lookup – The system retrieves the user’s roles and the permissions associated with those roles.
  3. Policy evaluation – The system checks the requested action against the user’s permissions. This may involve checking resource ownership (e.g., can this user edit this specific document?) or other attributes like time or location.
  4. Allow or deny – If the user has the required permission, the action proceeds; otherwise, the system returns a 403 Forbidden error.

This flow is implemented in code via middleware or security frameworks. For example, in a web app, a request to /admin/users might trigger a check for the “admin” role before the controller responds.

Common Authorization Models

While RBAC is the most common, several other models exist, each with its own strengths:

  • RBAC (Role-Based Access Control) – Users are assigned roles; roles have permissions. Simple and widely used.
  • ABAC (Attribute-Based Access Control) – Access is granted based on attributes of the user, resource, and environment (e.g., “allow if user.department == resource.department and time within business hours”). More flexible but harder to manage.
  • ACL (Access Control Lists) – Each resource has a list of users or groups and their allowed actions. Fine-grained but can become unwieldy at scale.
  • ReBAC (Relationship-Based Access Control) – Access is based on relationships between entities (e.g., “a user can view a file if they are a member of the folder’s shared group”). Used in social apps and document sharing.

Many systems combine models: RBAC for broad roles, plus ABAC rules for contextual restrictions.

How to Choose the Right Authorization Model

Choosing a model depends on your system’s complexity and needs:

  • Small apps or internal tools – Start with RBAC. It’s easy to implement and understand.
  • Regulated industries (healthcare, finance) – Use ABAC or RBAC with fine-grained permissions to satisfy compliance requirements (e.g., “only a patient’s doctor can view their records”).
  • Multi-tenant SaaS – ABAC with tenant ID attributes helps isolate data between customers.
  • Social/collaborative platforms – ReBAC is a natural fit for sharing and team permissions.

A common mistake is over-engineering: defining dozens of roles and permissions when a few would suffice. Start simple, then add granularity only when needed.

Common Problems and Misconceptions

One frequent misconception is that authentication and authorization are the same. Authentication confirms who you are; authorization determines what you can do. A user can be authenticated but lack permission to access a resource—that’s a 403 error, not a 401.

Other common pitfalls:

  • Hard-coding permissions – Checking for “admin” in code instead of checking permissions leads to maintenance nightmares and security holes.
  • Ignoring the principle of least privilege – Giving users more permissions than needed increases the blast radius of a compromised account.
  • Not testing negative cases – Failing to verify that users without permission are actually denied can lead to data leaks.
  • Role explosion – Creating too many roles that overlap; consolidate roles or use attribute-based rules.

Best Practices for Implementation

To build a robust authorization system, follow these guidelines:

  • Centralize authorization logic – Use a dedicated service or middleware, not scattered checks.
  • Use a standard framework – Leverage existing libraries (e.g., Spring Security, Django Guardian) instead of reinventing the wheel.
  • Document roles and permissions – Maintain a clear matrix of which role has which permission.
  • Audit and log access – Keep logs of who accessed what, especially for sensitive data.
  • Review regularly – As your app evolves, roles and permissions must be revisited.

Frequently Asked Questions

What is the difference between a role and a permission?

A permission is a specific action allowed on a resource (e.g., “delete user”). A role is a collection of permissions (e.g., “Moderator” includes “delete user” and “edit posts”). Users are assigned roles, not individual permissions, to simplify management.

Can a user have multiple roles?

Yes, most systems allow a user to have multiple roles. In that case, the user’s effective permissions are the union of all permissions from their roles. However, this can lead to privilege escalation if roles are not carefully designed—a user might combine roles to gain unintended access.

What is the principle of least privilege?

It means giving each user the minimum permissions necessary to perform their job. For example, a data entry clerk should not have permission to delete records. This reduces the risk of accidental or malicious damage.

How does OAuth relate to authorization?

OAuth is an authorization framework that allows a third-party app to access a user’s resources without sharing credentials. It issues tokens with specific scopes (which are essentially permissions). OAuth itself doesn’t define roles, but it’s a way to delegate authorization.

What is a 403 Forbidden error?

It’s an HTTP status code indicating that the server understood the request but the user lacks the necessary permissions. Unlike 401 Unauthorized (which means you aren’t logged in), 403 means you are authenticated but not authorized for that action.

How do I test my authorization system?

Write tests that verify both positive cases (user with permission can access) and negative cases (user without permission gets 403). Also test edge cases like expired sessions, disabled users, and users with multiple roles.

Related

Formula used
in t | Total users | count | 100 | 1 | 1000000
in r | Roles defined | count | 5 | 1 | 100
in p | Permissions per role (avg) | count | 10 | 1 | 1000
out perms | Total permission assignments | count | r * p | 0
out per_user | Avg permissions per user | count | (r * p) / t | 2

Each line is one input (in, sel, list) or one result (out: label, unit, formula, decimals). How the calculators work

Method: the standard formula for this calculation, rounded as each result states. See how the calculators work or report an error.

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