PER CURIAM:
Plaintiff, Johnny Vineyard, brought this 42 U.S.C. § 1983 action against Murray County, Georgia, Robert Bishop and Monte Chastain, two former deputies of the Murray County Sheriffs Department, and William Hansird (Sheriff Hansird), in his individual capacity and his official capacity as sheriff of Murray County during the relevant events. Vineyard alleges that the defendants violated his rights under the Fourth, Fifth, and Fourteenth Amendments.
Vineyard claims that Bishop and Chas-tain, after arresting him following a domestic dispute, repeatedly threatened him and beat him in the face and chest while he was handcuffed to a hospital bed. Vineyard alleges that the Sheriffs Department had inadequate policies of supervision, training and discipline of its deputies, which caused the violation of his rights by Bishop and Chastain.
The case was tried to a jury. After the close of the evidence, the court directed a verdict in favor of Sheriff Hansird in his individual capacity, but denied motions for directed verdicts for Hansird in his official capacity, the County and Chastain. The jury returned a verdict in favor of the plaintiff and against each of the defendants remaining in the case. The district court denied the defendants’ motions for judgment notwithstanding the verdict, for re-mittitur and to amend judgments and denied Murray County’s motion for new trial. The defendants appeal. We affirm.
I. FACTS1 AND PROCEDURAL HISTORY
At the time the events giving rise to this case occurred, Johnny Vineyard and his wife, Debra, were separated and involved in divorce proceedings. Very early one morning, Johnny went to the house where Debra was living. He had been drinking beer and was intoxicated. Debra refused to let him in the house so he broke a glass pane in the door with his fist. The two began, to fight. At Debra's request, the woman who lived in the house with her called the Sheriff’s Department. By the time Deputies Bishop and Chastain arrived, Debra and Johnny had calmed down and were on the porch waiting for them. The officers arrested Johnny and drove him to a hospital to care for the cuts on his hand.
When they arrived at the hospital, the deputies handcuffed one of Johnny Vineyard’s arms to a bed in an emergency room. While in the emergency room he was nervous so he took a pill, the last of a bottle that his doctor had prescribed to control anxiety and depression. The officers discovered the empty bottle and suspected that Vineyard had overdosed on the drug. Along with the medical personnel at the hospital, they attempted to forcibly empty Vineyard’s stomach by trying to make him drink a substance that would make him vomit.
Vineyard adamantly refused to drink the substance. He attempted to explain that he had taken only one of the pills and insisted that the medication was prescribed by his doctor. The officers told those who were present in the room to leave and that when they came back, Vineyard would cooperate.
When Vineyard was alone with the officers, while he remained handcuffed to the bed, they beat him repeatedly in the head and chest. A scar from earlier heart surgery and a pacemaker were visible on his bare chest. Bishop delivered most of the blows; Chastain did nothing to stop Bishop and also struck Vineyard several times in the ribs. Vineyard, afraid and in pain, cried out loudly for help, but no one responded.
When the hospital staff returned, the nurse or technician used a tube through Vineyard’s nose to lavage or irrigate his stomach. The doctor discovered no pill [1210]*1210fragments when Vineyard’s stomach was emptied.
The officers later took Vineyard to the jail, where he continued to suffer considerable pain. He wanted to go back to the hospital so he used his pocket knife to cut his wrist to fake a suicide attempt. His ploy worked; the officers returned him to the hospital. A medical examination revealed that his jaw was broken.
At the time of trial, three and a half years after the morning of the incident, Vineyard continued to suffer substantial pain from the primary injury caused by the beating, a broken jaw. He has undergone two surgical operations and treatment for the pain associated with this injury.
At the time of Vineyard’s arrest, Hansird was Sheriff of Murray County. At trial, the court instructed the jury that Hansird had the authority to make policy for Murray County in the area of law enforcement. Sheriff Hansird, Robert Bishop, Monte Chastain and Professor James David White, an expert in police operations, testified regarding the policies of the Murray County Sheriff’s Department.
At the close of the evidence, the court directed a verdict in favor of Sheriff Han-sird in his individual capacity, but denied his motion for a directed verdict in his official capacity. The jury returned a verdict in favor of the plaintiff and against all remaining defendants. Pursuant to the jury’s verdict, the court entered a judgment against the defendants, jointly, awarding $115,000 in compensatory damages, along with $60,000 in punitive damages from Bishop and $20,000 in punitive damages from Chastain.
II. ISSUES ON APPEAL
The defendants raise a number of issues on appeal.2 Only two merit discussion.
Sheriff Hansird, in his official capacity, and Murray County3 assert error in the district court’s denial of their motion for directed verdict based on the lack of evidence to prove a custom of inadequate policies and procedures that caused the abusive treatment of Vineyard.
All of the defendants contend that the district court erred in denying their motion for a mistrial, which was based on the potentially prejudicial impact of certain arguments made by Vineyard’s counsel. Defendants sought the declaration of a mistrial because Vineyard’s counsel made comparisons and references to the Rodney King incident, a widely publicized case of alleged police brutality in California, and asked the jury to send a message to the Murray County officials.
III. STANDARDS OF REVIEW
When reviewing the denial of a directed verdict, we consider “whether the evidence, viewed in the light most favorable to the non-moving party, is such that reasonable men could not arrive at a contrary verdict.” Chouinard v. Chouinard, 568 F.2d 430, 433 (5th Cir.1978).4 Merely a scintilla of evidence will not be sufficient to avoid a directed verdict; there must be substantial evidence. Cunningham v. [1211]*1211United States, 553 F.2d 394, 395 (5th Cir.1977).
We review the district court’s denial of a mistrial for abuse of discretion only. Jonas v. City of Atlanta, 647 F.2d 580, 586 (5th Cir. Unit B June 1981).
IV. DISCUSSION
A. County Liability
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PER CURIAM:
Plaintiff, Johnny Vineyard, brought this 42 U.S.C. § 1983 action against Murray County, Georgia, Robert Bishop and Monte Chastain, two former deputies of the Murray County Sheriffs Department, and William Hansird (Sheriff Hansird), in his individual capacity and his official capacity as sheriff of Murray County during the relevant events. Vineyard alleges that the defendants violated his rights under the Fourth, Fifth, and Fourteenth Amendments.
Vineyard claims that Bishop and Chas-tain, after arresting him following a domestic dispute, repeatedly threatened him and beat him in the face and chest while he was handcuffed to a hospital bed. Vineyard alleges that the Sheriffs Department had inadequate policies of supervision, training and discipline of its deputies, which caused the violation of his rights by Bishop and Chastain.
The case was tried to a jury. After the close of the evidence, the court directed a verdict in favor of Sheriff Hansird in his individual capacity, but denied motions for directed verdicts for Hansird in his official capacity, the County and Chastain. The jury returned a verdict in favor of the plaintiff and against each of the defendants remaining in the case. The district court denied the defendants’ motions for judgment notwithstanding the verdict, for re-mittitur and to amend judgments and denied Murray County’s motion for new trial. The defendants appeal. We affirm.
I. FACTS1 AND PROCEDURAL HISTORY
At the time the events giving rise to this case occurred, Johnny Vineyard and his wife, Debra, were separated and involved in divorce proceedings. Very early one morning, Johnny went to the house where Debra was living. He had been drinking beer and was intoxicated. Debra refused to let him in the house so he broke a glass pane in the door with his fist. The two began, to fight. At Debra's request, the woman who lived in the house with her called the Sheriff’s Department. By the time Deputies Bishop and Chastain arrived, Debra and Johnny had calmed down and were on the porch waiting for them. The officers arrested Johnny and drove him to a hospital to care for the cuts on his hand.
When they arrived at the hospital, the deputies handcuffed one of Johnny Vineyard’s arms to a bed in an emergency room. While in the emergency room he was nervous so he took a pill, the last of a bottle that his doctor had prescribed to control anxiety and depression. The officers discovered the empty bottle and suspected that Vineyard had overdosed on the drug. Along with the medical personnel at the hospital, they attempted to forcibly empty Vineyard’s stomach by trying to make him drink a substance that would make him vomit.
Vineyard adamantly refused to drink the substance. He attempted to explain that he had taken only one of the pills and insisted that the medication was prescribed by his doctor. The officers told those who were present in the room to leave and that when they came back, Vineyard would cooperate.
When Vineyard was alone with the officers, while he remained handcuffed to the bed, they beat him repeatedly in the head and chest. A scar from earlier heart surgery and a pacemaker were visible on his bare chest. Bishop delivered most of the blows; Chastain did nothing to stop Bishop and also struck Vineyard several times in the ribs. Vineyard, afraid and in pain, cried out loudly for help, but no one responded.
When the hospital staff returned, the nurse or technician used a tube through Vineyard’s nose to lavage or irrigate his stomach. The doctor discovered no pill [1210]*1210fragments when Vineyard’s stomach was emptied.
The officers later took Vineyard to the jail, where he continued to suffer considerable pain. He wanted to go back to the hospital so he used his pocket knife to cut his wrist to fake a suicide attempt. His ploy worked; the officers returned him to the hospital. A medical examination revealed that his jaw was broken.
At the time of trial, three and a half years after the morning of the incident, Vineyard continued to suffer substantial pain from the primary injury caused by the beating, a broken jaw. He has undergone two surgical operations and treatment for the pain associated with this injury.
At the time of Vineyard’s arrest, Hansird was Sheriff of Murray County. At trial, the court instructed the jury that Hansird had the authority to make policy for Murray County in the area of law enforcement. Sheriff Hansird, Robert Bishop, Monte Chastain and Professor James David White, an expert in police operations, testified regarding the policies of the Murray County Sheriff’s Department.
At the close of the evidence, the court directed a verdict in favor of Sheriff Han-sird in his individual capacity, but denied his motion for a directed verdict in his official capacity. The jury returned a verdict in favor of the plaintiff and against all remaining defendants. Pursuant to the jury’s verdict, the court entered a judgment against the defendants, jointly, awarding $115,000 in compensatory damages, along with $60,000 in punitive damages from Bishop and $20,000 in punitive damages from Chastain.
II. ISSUES ON APPEAL
The defendants raise a number of issues on appeal.2 Only two merit discussion.
Sheriff Hansird, in his official capacity, and Murray County3 assert error in the district court’s denial of their motion for directed verdict based on the lack of evidence to prove a custom of inadequate policies and procedures that caused the abusive treatment of Vineyard.
All of the defendants contend that the district court erred in denying their motion for a mistrial, which was based on the potentially prejudicial impact of certain arguments made by Vineyard’s counsel. Defendants sought the declaration of a mistrial because Vineyard’s counsel made comparisons and references to the Rodney King incident, a widely publicized case of alleged police brutality in California, and asked the jury to send a message to the Murray County officials.
III. STANDARDS OF REVIEW
When reviewing the denial of a directed verdict, we consider “whether the evidence, viewed in the light most favorable to the non-moving party, is such that reasonable men could not arrive at a contrary verdict.” Chouinard v. Chouinard, 568 F.2d 430, 433 (5th Cir.1978).4 Merely a scintilla of evidence will not be sufficient to avoid a directed verdict; there must be substantial evidence. Cunningham v. [1211]*1211United States, 553 F.2d 394, 395 (5th Cir.1977).
We review the district court’s denial of a mistrial for abuse of discretion only. Jonas v. City of Atlanta, 647 F.2d 580, 586 (5th Cir. Unit B June 1981).
IV. DISCUSSION
A. County Liability
We begin our analysis of any excessive force claim by “identifying the specific constitutional right allegedly infringed by the challenged application of force.” Graham v. Connor, 490 U.S. 386, 394, 109 S.Ct. 1865, 1870, 104 L.Ed.2d 443 (1989). We determine whether a constitutional violation has occurred by applying the standards applicable to that particular constitutional provision. Id. 490 U.S. at 394, 109 S.Ct. at 1871. Only when it is clear that a violation of specific rights has occurred can the question of § 1983 municipal liability for the injury arise. To attribute liability to a municipality under § 1983, the plaintiff must demonstrate that the municipality had an official policy that was “the moving force of the constitutional violation.” Polk County v. Dodson, 454 U.S. 312, 326, 102 S.Ct. 445, 454, 70 L.Ed.2d 509 (1981); Parker v. Williams, 862 F.2d 1471, 1477 (11th Cir.1989) (both citing Monell v. Department of Social Servs., 436 U.S. 658, 694, 98 S.Ct. 2018, 2037, 56 L.Ed.2d 611 (1978)).
1. The Source of the Right To Be Free From Excessive Force
Our first task is to identify the constitutional right at issue. Vineyard claims that his rights under the Fourth, Fifth and Fourteenth Amendments were violated by the use of excessive force by Chastain and Bishop. It is unclear, however, whether a pretrial detainee’s claim that officers used excessive force against him states a cause of action under the Fourth Amendment. Graham, 490 U.S. at 395 n. 10, 109 S.Ct. at 1871 n. 10.; Wright v. Whiddon, 951 F.2d 297, 300 (11th Cir.1992). In contrast, the law is well established that pretrial detainees may bring § 1983 actions to redress violations of their rights under the Due Process Clause of the Fourteenth Amendment, which “protects a pretrial detainee from the use of excessive force that amounts to punishment.” Graham, 490 U.S. at 395 n. 10, 109 S.Ct. at 1871 n. 10 (citing Bell v. Wolfish, 441 U.S. 520, 535-39, 99 S.Ct. 1861, 1871-74, 60 L.Ed.2d 447 (1979)).
The Defendants do not contest that Vineyard’s description of the beating, if true, would constitute a violation of Vineyard’s rights whether considered under either the Due Process Clause’s protection of pretrial detainees from punishment or the Fourth Amendment’s protection from unreasonable seizures. Defendant Chastain argues only the insufficiency of the evidence to prove that Chastain participated in the beating and that he should have prevented Bishop from beating Vineyard, but we find that evidence to be sufficient. Defendant Bishop does not contest the sufficiency of the evidence supporting the jury’s verdict against him. Consequently, we need not decide whether the Fourth Amendment, in addition to the Due Process Clause of the Fourteenth Amendment, is a source of constitutional protection of a pretrial detainee’s right to be free from the use of excessive force.
The finding that Bishop and Chastain violated Vineyard’s constitutional rights does not necessarily mean that Murray County is liable for that violation. The doctrine of respondeat superior does not apply in § 1983 cases. Monell, 436 U.S. at 691, 98 S.Ct. at 2036. Counties may be liable under 42 U.S.C. § 1983 for deprivations of constitutional rights when the county has an official policy that was the “moving force of the constitutional violation.” Id. at 694, 98 S.Ct. at 2037.
We address the proof of the County’s policies and the evidence of causation below.
2. Murray County’s Inadequate Policies of Training, Discipline and Supervision
The Supreme Court considered the attribution of liability to a municipality on a [1212]*1212claim of inadequate training of the municipality’s officers in City of Canton v. Harris, 489 U.S. 378, 109 S.Ct. 1197 (1989). In Canton, the Court held, “Only where a municipality’s failure to train its employees in a relevant respect evidences a ‘deliberate indifference’ to the rights of its inhabitants can such a shortcoming be properly thought of as a city ‘policy or custom’ that is actionable under § 1983.” Id. at 389, 109 S.Ct. at 1205.
Vineyard’s claim against Murray County is similar to the one considered by the Court in Canton. Whereas the plaintiff in Canton presented only a claim of inadequate training, Vineyard claims that the county had inadequate policies for training, supervision and discipline. The district court instructed the jury that the appropriate standard to apply is one of deliberate indifference.
We have noted that a single constitutional violation may result in municipal liability when there is “sufficient independent proof that the moving force of the violation was a municipal policy or custom.” Gilmere v. City of Atlanta, 774 F.2d 1495, 1504 n. 10 (11th Cir.1985), cert. denied, 476 U.S. 1115, 106 S.Ct. 1970, 90 L.Ed.2d 654, and 476 U.S. 1124, 106 S.Ct. 1993, 90 L.Ed.2d 673 (1986). At trial, Vineyard presented evidence regarding this particular incident, and he offered independent evidence that the county’s policies regarding the supervision, discipline and training of deputies in the Sheriff’s Department were the moving force of the constitutional violation.
The evidence demonstrates that the Sheriff’s Department had inadequate procedures for recording and following up complaints against individual officers. Sheriff Hansird testified that it was not unusual to receive complaints. He and Professor White testified that the dispatcher or whoever answers the telephone has discretion about the initial handling of the complaint. Sheriff Hansird also said that the Department does not log complaints. Professor White explained that a policy of logging complaints is important for the warning such recorded complaints can provide. A record of complaints gives the sheriff notice that a particular officer may have a problem that could be corrected through reassignment, discipline or training.
The manner in which the Sheriff investigated this incident evidences a policy of deliberate indifference to the rights of the County's inhabitants. To follow up on complaints regarding the officers’ treatment of Vineyard, Sheriff Hansird sent Bishop and Chastain, the two officers involved, to obtain statements from the witnesses. The problems with this decision are obvious. Professor White testified that such a procedure violates “every basic tenet” of proper complaint investigation. (R. 12 at 261.).
In addition the evidence indicates that no one in the Department completed a police report describing the circumstances of Vineyard’s arrest. Sheriff Hansird testified that the absence of a report was unusual and that he was unsure whether one existed for Vineyard's arrest. Professor White never saw an arrest report for this incident. Bishop did not know if anyone made a report. Chastain did not know if anyone completed a report; he saw only a partial report.
Vineyard presented other evidence of inadequate policies. Although Sheriff Han-sird had been sheriff for a number of years, the Department had no policies and procedures manual. Professor White explained to the jury how such manuals give specific guidance to deputies and to their supervisors about appropriate conduct and discipline or training. He concluded by saying, “If you don’t give that [the guidance of written policies and rules] to the officers, if you just say go on out there and use your head, it depends on what head they have got on as to which one they will be using in the field.” (R. 12 at 265.).
We find substantial evidence supporting the jury’s conclusion that Murray County had inadequate policies of supervision, discipline and training of deputies in the Murray County Sheriff’s Department and that these policies demonstrated the deliberate indifference of the County to the rights of arrestees to be free from the use of excessive force by the County’s deputies.
[1213]*12133. County Policies Were the Moving Force of the Violation
The existence of an official policy is insufficient to impose liability on the county. Canton, 489 U.S. at 390, 109 S.Ct. at 1205. Vineyard must also show that the policy was the moving force of the constitutional violation. See id. In Canton, the Court stated the proper inquiry to be, “Would the injury have been avoided had the employee been trained [and supervised and disciplined] under a program that was not deficient in the identified respect[s]?” Id. at 391, 109 S.Ct. at 1206.
The testimony of Professor White supports the jury’s finding of causation. When asked to assume Vineyard’s version of what occurred at the hospital to be true, Professor White offered his opinion that these events would not have occurred if the county policies were such that officers knew they must report any confrontations, that others could call the Sheriff’s Department to report complaints to the department, and that the department would investigate the complaints. The purpose of such policies, White explained, is to stop the use of gratuitous force. He also opined that without at least “the minimum policies in effect to measure [police] behavior and to address problems when they arise, then it’s my opinion that it’s not if abuses will occur, it’s when they’re going to occur_” (R. 12 at 270.).
The record includes substantial evidence supporting Vineyard’s contentions. The district court, therefore, did not err in denying the motion for directed verdict in favor of Murray County and Sheriff Han-sird in his official capacity.
B. Closing Argument
Defendants also challenge the district court’s refusal to grant their motion for a mistrial, which they based on the claim that Vineyard’s counsel made inappropriate statements during his closing argument. We consider “the entire argument, the context of the remarks, the objection raised, and the curative instruction to determine whether the remarks were ‘such as to impair gravely the calm and dispassionate consideration of the case by the jury.’ ” Allstate Ins. Co. v. James, 845 F.2d 315, 318 (11th Cir.1988) (quoting Spach v. Monarch Insurance Co., 309 F.2d 949, 953 (5th Cir.1962)).
We begin by setting out the portions of the argument to which the defendants object. Vineyard’s counsel began his closing argument by stating.'
If there is anything good or positive that came out of the horrible Rodney King beating that most of you witnessed on television, [it] is that the issue of police brutality was brought to the forefront of the news across the country and it gave a lot of people the opportunity to realize that police brutality does occur.
(R. 14 at 500.). The defendants objected without stating a ground. The court sustained the objection and instructed the jury as follows:
What happened in California, and even though he didn’t mention California, that’s where it happened, really doesn’t have anything to do with this case. This case is to be tried upon the evidence in this case.
(Id.). Vineyard’s counsel then .continued his closing argument by noting that there is no video tape in this case so the jurors would need to evaluate the evidence to decide what , happened on the morning in question:
Toward the end of his closing argument, Vineyard’s attorney asked the jury to award punitive damages. He said,
The reason these punitive damages are so important is because the punitive damages send a message back to everybody in Murray County. They send a message to the politicians there, the sheriff that’s in office there, and the deputies that are involved there. You, by your verdict today, if you find that Johnny was beaten by the deputies, you’ll send a message back to them. If you return a low verdict with low or no punitive damages, you’ll tell them that you have given them your approval for this kind of behavior and that it’s okay to occasionally beat a fellow up like this.
[1214]*1214If you return a large verdict and tell the sheriff it’s time to get some of those policies and procedures in effect so this won’t happen again, tell the deputies think twice before you get into this kind of situation and use excessive force on a fellow. You’ll tell the politicians there.
(R. 14 at 514.). At this point, the defendants objected and, outside the hearing of the jury, requested a mistrial. They explained that the combination of references to the Rodney King incident and requests that the jury send a message to the. Murray County officials violated the pretrial rulings of the district court. The judge denied the motion and instructed the jury as follows:
Ladies and gentlemen, let me interrupt just a moment to point out to you that the purpose of a verdict is not really to send messages out generally to people. The purpose of a jury verdict, if it is awarding damages, is to compensate a plaintiff if he’s entitled to an award of damages, and in some instances it may be appropriate to award punitive damages, if it is appropriate to award punitive damages, then that is done to punish a defendant or defendants, and that’s the real purpose of damages, if it’s appropriate to award them.
(R. 14 at 515.). The defendants conclude that the court’s cautionary instructions were inadequate to cure the harmful effect of the improper argument and that a mistrial was the only appropriate remedy.
We are reluctant to set aside a jury verdict because of an argument made by counsel during closing arguments. See Allstate, 845 F.2d at 318. The district judge had the opportunity to observe and control the tone of the argument and to determine its impact on the jury. The challenged arguments were not clearly viola-tive of the pretrial order,5 and the court gave curative instructions to avoid any prejudice that might otherwise have resulted from the argument. We find no abuse of discretion in the district court’s denial of the defendants’ motion for a mistrial.
V. CONCLUSION
The defendants have not demonstrated error in any of the district court’s rulings challenged on appeal.
AFFIRMED.