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Complex Cause and Effect

Due to and owing to introduce a cause: they take a noun phrase or an -ing construction, not a finite clause directly. This lesson covers form, position, punctuation, differences in style, and ways to describe an unconfirmed cause cautiously.

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Expressing a cause in one phrase: due to, owing to

Prepositions of cause: due to and owing to

Due to and owing to are multiword prepositions meaning because of or as a consequence of. Both identify the cause of an event or state and replace a full reason clause with one compact phrase.

The main grammatical requirement is that due to and owing to take a noun or noun phrase—a delay, the heavy rain, last month's price rise—not an independent clause with its own subject and finite verb. If the reason is easier to express as a clause, use the conjunction because rather than due to or owing to.

How to build it

due to / owing to + noun phrase

NP / noun phrase
—
A noun phrase: a noun with its dependent words, such as the new student; the pattern treats it as one group of words.
noun
—
A word naming a person, thing or idea: student, book, happiness.

The studio closed early due to a burst pipe in the corridor.

The studio closed early due to a burst pipe in the corridor.

A burst pipe in the corridor is a noun phrase naming the cause.

Owing to a sharp rise in energy prices, the factory cut its production hours.

Owing to a sharp rise in energy prices, the factory cut its production hours.

Owing to appears at the beginning; the main clause follows the comma.

A noun phrase or a disguised clause?

A common mistake is placing a subject-and-verb clause after due to/owing to: Due to the printer broke down is ungrammatical because the printer broke down is an independent clause, not a noun phrase. There are two ways to correct it: compress the clause into a noun phrase, as in due to a printer breakdown, or replace the preposition with because, which introduces a clause: because the printer broke down.

A non-finite -ing construction, including one with its own subject, can also follow due to/owing to. This is often called a gerund phrase: due to the flight being delayed. It functions as the complement of the preposition, but internally it is a non-finite clause rather than an ordinary noun phrase. The restriction concerns attaching a finite clause such as the flight was delayed directly.

A noun can have its own subordinate clause: due to the fact that … is correct, though often wordy. Here the preposition introduces a phrase headed by fact, and the that-clause gives its content. Do not confuse causal due to with be due to + infinitive for a scheduled event: that is a different construction.

How to build it

because + subject + finite verb ↔ due to / owing to + noun phrase or -ing construction

subject / S
—
The grammatical subject: who or what the clause is about; the verb agrees with it. In The book was written, the book is the subject, although someone else does the action.
verb / V
—
A word for an action or state, such as work or be. The pattern determines its form.
V-ing / -ing
—
The verb form ending in -ing: working, going. Its role depends on the construction.
NP / noun phrase
—
A noun phrase: a noun with its dependent words, such as the new student; the pattern treats it as one group of words.
noun
—
A word naming a person, thing or idea: student, book, happiness.

The launch was postponed due to a last-minute software bug.

The launch was postponed due to a last-minute software bug.

A last-minute software bug is a noun phrase, not a clause.

Owing to the courier losing the parcel, the customer never received a replacement.

Owing to the courier losing the parcel, the customer never received a replacement.

The courier losing the parcel is a non-finite -ing clause with its own subject, the courier; it can be the complement of owing to.

Phrase position and punctuation

A due to/owing to phrase can appear at the beginning of a sentence or at the end, after the main clause. Moving it does not change the meaning, only which element the reader encounters first.

An introductory reason phrase usually takes a comma after it, especially when it is long. A short, clear phrase can appear without a comma; in exercises with specified punctuation, follow the visible requirement. At the end of a sentence, a comma before due to/owing to is usually unnecessary when the phrase is closely connected to the main clause.

How to build it

Due to / Owing to + cause, main clause. Or: main clause + due to / owing to + cause.

clause
—
A construction with a verb, often with its own subject: when I arrived. A non-finite clause may leave the subject unspoken: to get home.

Due to a shortage of lifeguards, the outdoor pool will close at 6pm this week.

Due to a shortage of lifeguards, the outdoor pool will close at 6pm this week.

The comma clearly separates this long introductory phrase from the main clause.

The outdoor pool will close at 6pm this week due to a shortage of lifeguards.

The outdoor pool will close at 6pm this week due to a shortage of lifeguards.

The same meaning, with the reason at the end and no comma before due to.

Due to versus owing to: a difference in formality

In contemporary English, due to and owing to are usually interchangeable in these reason phrases. Owing to sounds somewhat more formal and is typical of announcements, reports, and news; due to is common in both writing and conversation.

This is not a rigid rule banning one alternative in a particular context: due to is entirely appropriate in a formal report too. The choice is therefore stylistic rather than a separate grammatical error.

How to build it

due to — neutral or formal; owing to — somewhat more formal

Sorry, I'm running late due to traffic.

Sorry, I'm running late due to traffic.

A brief conversational message: due to is a natural choice.

Owing to unforeseen circumstances, this branch will remain closed until further notice.

Owing to unforeseen circumstances, this branch will remain closed until further notice.

An official notice on a branch door is a typical context for owing to.

Three grammatical ways to express a cause

Cause and effect can be expressed through at least three grammatical patterns in this topic, and due to/owing to is only one of them. Verb constructions such as lead to and result in put the cause in subject position and the effect after the verb: A pay rise led to higher morale. Here causation is expressed through the predicate, not a preposition.

As a result, consequently, and therefore signal a result or conclusion. They can link the content of two sentences but can also appear within a clause; by themselves, they do not replace a conjunction or required punctuation. Due to/owing to instead introduce a cause as a prepositional complement. The punctuation and placement of result adverbs belong to a separate neighbouring rule.

How to build it

event + due to / owing to + cause; cause + lead to / result in + effect; fact. As a result, effect.

Due to a coding error, the app crashed for several users.

Due to a coding error, the app crashed for several users.

One clause containing a prepositional phrase.

The coding error led to the app crashing for several users.

The coding error led to the app crashing for several users.

The same event, but the cause is now the subject and led to is the predicate.

Cautious claims about causes

Sometimes a cause has not been established, and asserting it categorically would be unsafe or misleading. Add a modal expression or hedge before due to/owing to: possibly due to, may be owing to, appears to be due to.

The hedge does not change the complement requirement: due to/owing to still need a noun phrase or non-finite -ing construction, not a directly attached finite clause. It only reduces the certainty of the causal claim.

How to build it

may / might + be + due to / owing to + cause; appears to be due to + cause

The drop in sales may be due to the new online competitor.

The drop in sales may be due to the new online competitor.

May be due to softens the claim; the noun phrase remains.

The delay in the results appears to be owing to a lab equipment fault.

The delay in the results appears to be owing to a lab equipment fault.

Appears to be owing to is cautious wording that avoids assigning responsibility categorically.

Common mistakes

Incorrect:Due to she was stuck in traffic, Maria missed the start of the meeting.

Correct:Due to being stuck in traffic, Maria missed the start of the meeting.

She was stuck in traffic is an independent clause with the subject she; due to needs a noun phrase or gerund construction, such as being stuck in traffic.

Incorrect:Owing to a nationwide shortage of chips, so the factory paused two production lines.

Correct:Owing to a nationwide shortage of chips, the factory paused two production lines.

The prepositional phrase already introduces the cause; so is incorrectly placed before the main clause without a preceding independent clause.

Incorrect:The concert was moved indoors due to it started to rain.

Correct:The concert was moved indoors due to the rain starting.

It started to rain is a clause with its own subject it; a natural correction uses the -ing construction the rain starting or the noun phrase the sudden rain.

Incorrect:Deliveries were delayed due to increased of demand before the holidays.

Correct:Deliveries were delayed due to an increase in demand before the holidays.

Increased is a verb form—a past simple or past participle—not a noun. Use the noun an increase, followed by in, not of.

Incorrect:The hotel refunded the booking due to because the room had a leak.

Correct:The hotel refunded the booking due to the leaking room.

Do not place due to, a preposition, and because, a conjunction, together in this reason phrase: due to takes a noun phrase, while because takes a clause. Choose one pattern.

Sources

As a result, consequently, therefore: expressing results

1. First the cause, then the result

As a result, consequently and therefore help readers see that one idea follows from another. The first part provides a cause, condition or fact; the second states a consequence, decision or logical conclusion.

The connector itself does not create causality. It shows how the speaker relates the facts already stated. First check the direction: what happened earlier or provides the basis, and what follows from it?

How to build it

cause or basis. As a result / Consequently / Therefore, consequence or conclusion.

The road was flooded. As a result, the bus service was suspended.

The road was flooded. As a result, the bus service was suspended.

The flooding is the cause; suspending the service is its practical consequence.

The evidence is incomplete. Therefore, we cannot confirm the claim.

The evidence is incomplete. Therefore, we cannot confirm the claim.

The second statement is a logical conclusion drawn from limited evidence.

Two key suppliers withdrew. Consequently, production slowed.

Two key suppliers withdrew. Consequently, production slowed.

Consequently explicitly presents the slowdown as a consequence of the preceding event.

2. Three related connectors, not mechanically interchangeable synonyms

As a result is a clear, relatively neutral way to state an outcome. It is natural in explanations, correspondence, conversation and formal writing. Consequently often sounds formal and emphasises the consequence. Therefore is particularly useful for a conclusion, decision or recommendation that follows logically from a previous fact.

All three are possible in many contexts, but the emphasis changes. Consequently is generally more formal, while therefore is especially useful for logical conclusions. These are guidelines for choosing, not bans on other natural alternatives.

The lift is out of service. As a result, visitors must use the stairs.

The lift is out of service. As a result, visitors must use the stairs.

As a result states the practical consequence simply and clearly.

The measurements were inconsistent. Consequently, the trial was repeated.

The measurements were inconsistent. Consequently, the trial was repeated.

Consequently suits a formal report and emphasises the consequence of the problem.

The address has not been verified. Therefore, we should delay the shipment.

The address has not been verified. Therefore, we should delay the shipment.

Therefore introduces a decision that follows logically from the lack of verification.

3. Linking adverbials, not because or so

In the central pattern, each part is an independent clause: it has a subject and predicate and can stand as a sentence. As a result, consequently and therefore connect the meanings of these parts, but do not themselves make the second clause subordinate.

That is why a comma alone cannot do all the work between two independent clauses. However, coordinating and can join them grammatically: The road was closed, and therefore we took another route. Here the comma comes before and, not independently before therefore.

How to build it

independent clause; therefore / consequently, independent clause. Or: independent clause, and therefore / consequently + independent clause.

clause
—
A construction with a verb, often with its own subject: when I arrived. A non-finite clause may leave the subject unspoken: to get home.

The road was closed; therefore, we took another route.

The road was closed; therefore, we took another route.

The semicolon joins two independent clauses, while the comma separates the introductory connector.

The road was closed, and therefore we took another route.

The road was closed, and therefore we took another route.

And coordinates the clauses. Therefore appears inside the second clause without a mandatory comma after it.

Because the road was closed, we took another route.

Because the road was closed, we took another route.

Because introduces a subordinate clause of reason. This is a different syntactic pattern, although the overall meaning is similar.

4. Full stops and semicolons

The safest new-sentence pattern is to put a full stop after the cause, capitalise the connector and, in the formal writing practised here, follow it with a comma. The full stop makes the boundary between the ideas especially clear.

If the two clauses are closely related, you can keep them in one sentence with a semicolon. The connector then begins with a lower-case letter and is normally followed by a comma: Cause; therefore, result. Do not substitute a comma for the semicolon.

How to build it

basis. Therefore, conclusion. Or: basis; therefore, conclusion.

The final train was cancelled. Consequently, we stayed overnight.

The final train was cancelled. Consequently, we stayed overnight.

The full stop ends the first clause. Consequently begins a new sentence.

The final train was cancelled; consequently, we stayed overnight.

The final train was cancelled; consequently, we stayed overnight.

The semicolon keeps both independent clauses in a single sentence.

The final train was cancelled, so we stayed overnight.

The final train was cancelled, so we stayed overnight.

So is a coordinating conjunction with a different punctuation pattern. Do not mechanically replace therefore with so without adjusting the structure.

5. Other standard positions

Consequently and therefore can occur after and or within a clause: The error was found, and the figures were therefore recalculated. This placement is grammatical and often makes the connection more compact.

As a result can also appear at the end: Costs increased as a result. Here we mainly practise initial position because it shows the relationship between sentences most clearly. Other positions are not errors when they are natural in the particular structure.

The figures were checked and consequently revised.

The figures were checked and consequently revised.

Consequently follows and and links two actions sharing one subject.

The figures were therefore excluded from the report.

The figures were therefore excluded from the report.

Therefore appears between the auxiliary were and the participle excluded.

Demand fell, and prices dropped as a result.

Demand fell, and prices dropped as a result.

Final-position as a result is still grammatical. It is simply not the main pattern in exercises targeting an initial connector.

6. Consequences, conclusions and the strength of evidence

A result connector can introduce an observed consequence: The pipe burst. Consequently, the floor was flooded. Therefore also often introduces a conclusion or decision: The floor is wet. Therefore, a leak is likely. In the second case, the speaker is making an inference rather than describing a proven chain of events.

Do not use a connector as a substitute for evidence. If a causal relationship is only possible, add a cautious expression such as may, might, could or likely. The distinction between a physical consequence and a logical inference helps you choose a natural connector, but does not assign a fixed percentage of certainty.

A pipe burst. Consequently, water entered the basement.

A pipe burst. Consequently, water entered the basement.

The second fact is presented as a direct, observed consequence.

The basement floor is wet. Therefore, a leak is likely.

The basement floor is wet. Therefore, a leak is likely.

Therefore introduces the conclusion, and likely accurately marks it as probable.

Only six people responded. Therefore, the findings may not represent the whole team.

Only six people responded. Therefore, the findings may not represent the whole team.

The limited sample supports a cautious conclusion. May avoids overstating the evidence.

7. Using the connectors in writing and speaking

Before answering, identify the basis and the consequence or conclusion. Check the direction of the relationship, choose the appropriate emphasis, then decide whether to write two sentences or join the parts grammatically.

In correspondence or conversation, as a result often sounds more natural than the very formal consequently. All three can work in reports or arguments, but repeating a connector in every sentence makes the text heavy. Vary the structure only where the relationship really involves a result or inference.

The meeting room is unavailable. As a result, we will meet online.

The meeting room is unavailable. As a result, we will meet online.

A clear explanation of a practical change of plan.

The estimates rely on outdated data; therefore, they should be revised.

The estimates rely on outdated data; therefore, they should be revised.

The formal recommendation follows logically from the problem with the data.

The alarm did not sound, and consequently several staff members arrived late.

The alarm did not sound, and consequently several staff members arrived late.

And makes the sentence grammatically complete. This is not a comma splice.

Common mistakes

Incorrect:The route was flooded, therefore the bus was cancelled.

Correct:The route was flooded; therefore, the bus was cancelled.

A comma and therefore alone cannot join these two independent clauses. The minimal correction uses a semicolon before the connector and a comma after it.

Incorrect:The venue lost power. As result, the concert ended early.

Correct:The venue lost power. As a result, the concert ended early.

The fixed connector as a result requires the article a. As result is ungrammatical.

Incorrect:Consequently of the storm, the match was cancelled.

Correct:As a result of the storm, the match was cancelled.

Consequently does not combine with of + noun. Use as a result of when the cause is expressed by a noun phrase.

Incorrect:The bridge was closed. Therefore, causing a long detour.

Correct:The bridge was closed. Therefore, drivers had to take a long detour.

In this pattern, therefore introduces an independent clause. Causing a long detour has no subject or finite verb, so complete the sentence.

Sources

Cause and Effect: lead to, result in, give rise to

One Event Opens the Way to Another

In the target pattern, the subject names the cause, while lead to, result in, or give rise to introduces the result. We therefore read the direction from left to right: cause → verb link → result.

These constructions are useful when you need to do more than simply add a conjunction between two sentences: they make causation the predicate of one sentence. They do not prove causation by themselves; the writer must have grounds for making that connection.

How to build it

cause + lead to / result in / give rise to + result

Clearer instructions led to fewer mistakes.

Clearer instructions led to fewer mistakes.

Clearer instructions is the cause, fewer mistakes is the result; the past form of lead is led.

The policy change resulted in longer waiting times.

The policy change resulted in longer waiting times.

Resulted in makes the policy change the cause and longer waiting the result.

To and in Are Prepositions Here

In lead to, the result is introduced by the preposition to, and in result in, by the preposition in. A noun phrase naturally follows them: delays, a reduction in costs, serious concern. Do not treat to in lead to as an automatic sign of an infinitive.

If we express the result as an action, an -ing construction is needed after the preposition, not a bare form or a to-infinitive: led to cancelling, resulted in the team working late. The subject inside the -ing construction may be explicit if the meaning would be unclear without it.

How to build it

lead to / result in + noun phrase or -ing construction

V-ing / -ing
—
The verb form ending in -ing: working, going. Its role depends on the construction.
NP / noun phrase
—
A noun phrase: a noun with its dependent words, such as the new student; the pattern treats it as one group of words.
noun
—
A word naming a person, thing or idea: student, book, happiness.

The fault led to the morning service being cancelled.

The fault led to the morning service being cancelled.

Being cancelled is a passive -ing construction after the preposition to; cancel or to cancel do not fit this pattern.

The delay resulted in two clients missing their connections.

The delay resulted in two clients missing their connections.

Two clients identifies the doers of the action missing inside the -ing construction.

The Verb Form Changes, the Preposition Remains

Lead, result, and give are ordinary verbs in terms of tense and agreement. In the Present Simple, we have leads, results, gives after a third-person singular subject; the past forms are led, resulted, gave; the perfect forms are has led, has resulted, has given rise.

The prepositional part of the construction does not change: lead always pairs with to in the target meaning, result with in, and the fixed expression has the full form give rise to.

How to build it

leads / led / has led to; results / resulted / has resulted in; gives / gave / has given rise to

Poor signage leads to avoidable errors.

Poor signage leads to avoidable errors.

Signage is an uncountable singular noun, so leads is needed in the Present Simple.

The announcement has given rise to several questions.

The announcement has given rise to several questions.

In the Present Perfect, the fixed expression has the form has given rise to, not has gave.

How to Choose Among the Three Constructions

Lead to and result in are often interchangeable when simply stating a cause-and-effect relationship. Lead to can emphasize the path or development toward a result, while result in emphasizes the final outcome itself, but this is not a rigid grammar rule.

Give rise to is a more formal fixed expression and often introduces the emergence of a new state, question, concern, debate, or opportunity. It is usually followed by a noun phrase; do not add an arbitrary preposition like for or in.

How to build it

lead to / result in — neutral causal link; give rise to — more formal, often about the emergence of something

The discovery gave rise to a wider debate about privacy.

The discovery gave rise to a wider debate about privacy.

Give rise to naturally describes the emergence of a formal public discussion.

Regular updates resulted in fewer support requests.

Regular updates resulted in fewer support requests.

Resulted in focuses attention on the measurable outcome of the changes.

Result in and result from Look in Opposite Directions

Result in moves from cause to effect: A resulted in B. Result from starts with the effect and names its source: B resulted from A. Both sentences can describe the same facts, but the subject and the direction of causality are different.

Replacing in with from is not a stylistic trifle. It changes the role of the subject, so first decide whether the subject is the cause or the result already obtained.

How to build it

cause + resulted in + result ↔ result + resulted from + cause

A configuration error resulted in the outage.

A configuration error resulted in the outage.

The subject configuration error is the cause, so in is required.

The outage resulted from a configuration error.

The outage resulted from a configuration error.

Here the subject outage is the result, and from introduces the source.

A Separate Valid Pattern: lead someone to do

The claim that "an infinitive never follows lead to" is too broad. In the target intransitive pattern lead to + outcome, the word to is a preposition: The evidence led to a review. But there is another transitive pattern lead + object + to-infinitive: The evidence led us to review the decision.

The key sign of the second pattern is a direct object between lead and to: us, the team, several readers. Without such an object, do not place a bare action after lead to.

How to build it

lead to + result; another pattern: lead + person / group + to + base form of verb

verb / V
—
A word for an action or state, such as work or be. The pattern determines its form.
V1 / base form
—
The base verb without to: work, go, be.

The evidence led to a review of the decision.

The evidence led to a review of the decision.

Review is a noun outcome after the preposition to.

The evidence led the panel to review the decision.

The evidence led the panel to review the decision.

The panel is the direct object; after it, to review is the infinitive of another pattern.

Precision of Causal Statements

Lead to, result in, and give rise to sound like assertions of causality. If evidence is incomplete, it is appropriate to soften the force of the conclusion: may lead to, can result in, appears to have given rise to. Do not invent a fixed percentage of certainty: a modal word expresses an assessment of context, not a numerical scale.

In your own speaking, first identify a real or hypothetical cause, then check the direction, verb form, preposition, and type of result. For formal writing, give rise to may be appropriate, but the simpler lead to or result in does not become incorrect merely due to register.

How to build it

resulted in — assertion of result; may / can / could lead to — possible result

Incomplete data may lead to misleading conclusions.

Incomplete data may lead to misleading conclusions.

May does not declare the result inevitable, but preserves the causal pattern.

The wording appears to have given rise to some confusion.

The wording appears to have given rise to some confusion.

Appears to have softens the assertion about a past cause; the set phrase itself remains given rise to.

Common mistakes

Incorrect:The delay led to postpone the launch.

Correct:The delay led to postponing the launch.

In the target pattern, to is a preposition, so an action following it takes an -ing form; the noun a postponement is also possible.

Incorrect:The changes resulted to higher costs.

Correct:The changes resulted in higher costs.

The cause introduces the result via result in, not result to.

Incorrect:The rumour gave rise for serious concern.

Correct:The rumour gave rise to serious concern.

The set formal expression has the complete form give rise to.

Incorrect:Poor lighting lead to avoidable accidents.

Correct:Poor lighting leads to avoidable accidents.

The uncountable subject lighting requires the third-person singular form leads in the Present Simple.

Incorrect:The fault resulted in the system crashed.

Correct:The fault resulted in the system crashing.

After the preposition in, do not use the finite form crashed as a separate clause; an -ing construction is required here.

Sources
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