Coupling (computer science)

In software engineering, coupling is the manner and degree of interdependence between software modules; a measure of how closely connected two routines or modules are;[1] the strength of the relationships between modules.[2]

Coupling is usually contrasted with cohesion. Low coupling often correlates with high cohesion, and vice versa. Low coupling is often a sign of a well-structured computer system and a good design, and when combined with high cohesion, supports the general goals of high readability and maintainability.


The software quality metrics of coupling and cohesion were invented by Larry Constantine in the late 1960s as part of Structured Design, based on characteristics of “good” programming practices that reduced maintenance and modification costs. Structured Design, including cohesion and coupling, were published in the article Stevens, Myers & Constantine (1974) and the book Yourdon & Constantine (1979), and the latter subsequently became standard terms.

Types of coupling

Conceptual model of coupling

Coupling can be "low" (also "loose" and "weak") or "high" (also "tight" and "strong"). Some types of coupling, in order of highest to lowest coupling, are as follows:

Procedural programming

A module here refers to a subroutine of any kind, i.e. a set of one or more statements having a name and preferably its own set of variable names.

Content coupling (high)
Content coupling (also known as Pathological coupling) occurs when one module modifies or relies on the internal workings of another module (e.g., accessing local data of another module).
Therefore changing the way the second module produces data (location, type, timing) will lead to changing the dependent module.
Common coupling
Common coupling (also known as Global coupling) occurs when two modules share the same global data (e.g., a global variable).
Changing the shared resource implies changing all the modules using it.
External coupling
External coupling occurs when two modules share an externally imposed data format, communication protocol, or device interface. This is basically related to the communication to external tools and devices.
Control coupling
Control coupling is one module controlling the flow of another, by passing it information on what to do (e.g., passing a what-to-do flag).
Stamp coupling (Data-structured coupling)
Stamp coupling occurs when modules share a composite data structure and use only a part of it, possibly a different part (e.g., passing a whole record to a function that only needs one field of it).
This may lead to changing the way a module reads a record because a field that the module does not need has been modified.
Data coupling
Data coupling occurs when modules share data through, for example, parameters. Each datum is an elementary piece, and these are the only data shared (e.g., passing an integer to a function that computes a square root).
Message coupling (low)
This is the loosest type of coupling. It can be achieved by state decentralization (as in objects) and component communication is done via parameters or message passing (see Message passing).
No coupling
Modules do not communicate at all with one another.

Object-oriented programming

Subclass Coupling
Describes the relationship between a child and its parent. The child is connected to its parent, but the parent is not connected to the child.
Temporal coupling
When two actions are bundled together into one module just because they happen to occur at the same time.

In recent work various other coupling concepts have been investigated and used as indicators for different modularization principles used in practice.[3]


Tightly coupled systems tend to exhibit the following developmental characteristics, which are often seen as disadvantages:

  1. A change in one module usually forces a ripple effect of changes in other modules.
  2. Assembly of modules might require more effort and/or time due to the increased inter-module dependency.
  3. A particular module might be harder to reuse and/or test because dependent modules must be included.

Performance issues

Whether loosely or tightly coupled, a system's performance is often reduced by message and parameter creation, transmission, translation (e.g. marshaling) and message interpretation (which might be a reference to a string, array or data structure), which require less overhead than creating a complicated message such as a SOAP message. Longer messages require more CPU and memory to produce. To optimize runtime performance, message length must be minimized and message meaning must be maximized.

Message Transmission Overhead and Performance
Since a message must be transmitted in full to retain its complete meaning, message transmission must be optimized. Longer messages require more CPU and memory to transmit and receive. Also, when necessary, receivers must reassemble a message into its original state to completely receive it. Hence, to optimize runtime performance, message length must be minimized and message meaning must be maximized.
Message Translation Overhead and Performance
Message protocols and messages themselves often contain extra information (i.e., packet, structure, definition and language information). Hence, the receiver often needs to translate a message into a more refined form by removing extra characters and structure information and/or by converting values from one type to another. Any sort of translation increases CPU and/or memory overhead. To optimize runtime performance, message form and content must be reduced and refined to maximize its meaning and reduce translation.
Message Interpretation Overhead and Performance
All messages must be interpreted by the receiver. Simple messages such as integers might not require additional processing to be interpreted. However, complex messages such as SOAP messages require a parser and a string transformer for them to exhibit intended meanings. To optimize runtime performance, messages must be refined and reduced to minimize interpretation overhead.


One approach to decreasing coupling is functional design, which seeks to limit the responsibilities of modules along functionality, coupling increases between two classes A and B if:

  • A has an attribute that refers to (is of type) B.
  • A calls on services of an object B.
  • A has a method that references B (via return type or parameter).
  • A is a subclass of (or implements) class B.

Low coupling refers to a relationship in which one module interacts with another module through a simple and stable interface and does not need to be concerned with the other module's internal implementation (see Information Hiding).

Systems such as CORBA or COM allow objects to communicate with each other without having to know anything about the other object's implementation. Both of these systems even allow for objects to communicate with objects written in other languages.

Coupling versus cohesion

Coupling and cohesion are terms which occur together very frequently. Coupling refers to the interdependencies between modules, while cohesion describes how related are the functions within a single module. Low cohesion implies that a given module performs tasks which are not very related to each other and hence can create problems as the module becomes large.

Module coupling

Coupling in Software Engineering[4] describes a version of metrics associated with this concept.

For data and control flow coupling:

  • di: number of input data parameters
  • ci: number of input control parameters
  • do: number of output data parameters
  • co: number of output control parameters

For global coupling:

  • gd: number of global variables used as data
  • gc: number of global variables used as control

For environmental coupling:

  • w: number of modules called (fan-out)
  • r: number of modules calling the module under consideration (fan-in)

\mathrm{Coupling}(C) = 1 - \frac{1}{d_{i} + 2\times c_{i} + d_{o} + 2\times c_{o} + g_{d} + 2\times g_{c} + w + r}

Coupling(C) makes the value larger the more coupled the module is. This number ranges from approximately 0.67 (low coupling) to 1.0 (highly coupled)

For example, if a module has only a single input and output data parameter

C = 1 - \frac{1}{1+0+1+0+0+0+1+0} = 1 - \frac{1}{3} = 0.67

If a module has 5 input and output data parameters, an equal number of control parameters, and accesses 10 items of global data, with a fan-in of 3 and a fan-out of 4,

C = 1 - \frac{1}{5 + 2\times 5 + 5 + 2\times 5 + 10 + 0 + 3 + 4} = 0.98

See also


  1. ^ ISO/IEC/IEEE 24765:2010 Systems and software engineering — Vocabulary
  2. ^ ISO/IEC TR 19759:2005, Software Engineering — Guide to the Software Engineering Body of Knowledge (SWEBOK)
  3. ^ F. Beck, S. Diehl. On the Congruence of Modularity and Code Coupling. In Proceedings of the 19th ACM SIGSOFT Symposium and the 13th European Conference on Foundations of Software Engineering (SIGSOFT/FSE '11), Szeged, Hungary, September 2011. doi:10.1145/2025113.2025162
  4. ^ Pressman, Roger S. Ph.D. (1982). Software Engineering - A Practitioner's Approach - Fourth Edition. ISBN 0-07-052182-4
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