Opinion by Judge T.G. NELSON.
I
OVERVIEW
Hugo Rincon (Rincon) was convicted on two counts of unarmed bank robbery. On Rincon’s first appeal to this court, he contended that the district court erred in refusing to admit expert testimony regarding the reliability of eyewitness identification. We affirmed the district court’s exclusion of that expert testimony in
United States v. Rincon (Rincon I),
II
BACKGROUND
Rincon was indicted on two counts of unarmed bank robbery. Count one charged Rincon with the April 21, 1988 robbery of California Federal Savings and Loan. Count two charged him with the April 27, 1988 robbery of Culver National Bank. The district court denied Rincon’s pretrial motion
in limine
in which he sought to introduce expert testimony on eyewitness identification. After a jury trial, Rincon was convicted of both robberies. On appeal, Rincon contended that the district court erred both in refusing to admit the expert testimony regarding the reliability of eye witness identifications and in allowing the jury to review certain evidence. We rejected both arguments and affirmed Rincon’s convictions in Rincon
I,
After our decision, the Supreme Court held that Fed.R.Evid. 702 regarding the admissibility of expert testimony superseded the general acceptance theory as set forth in
Frye v. United States,
On remand to the district court, Rincon again proffered the testimony of an experi *923 mental psychologist and full professor at the Claremont Graduate School of Psychology, Kathy Pezdek, Ph.D. If permitted to testify, Dr. Pezdek would explain to the jury, among other things, the three phases of eyewitness identification, including perceiving and encoding, storage and retention, and retrieval of information. Dr. Pezdek would also testify as to the effect of various psychological factors on each phase, including stress, the observer’s state of mind, suddenness, suggestibility, and cross-ethnic identifications. In addition, she would testify that empirical research contradicts numerous lay notions of eyewitness identifications. Dr. Pezdek, however, would offer no definitive opinion concerning the reliability or certainty of the witnesses identifications in this ease. After reconsidering the issue, the district court affirmed its earlier order denying Rincon’s motion in limine and excluding the expert testimony. Rincon challenges the district court’s exclusion of the expert testimony.
Ill
EXPERT TESTIMONY
We review for abuse of discretion the district court’s decision regarding the admissibility of expert testimony on the reliability of eyewitness identifications.
United States v. Amador-Galvan,
In Daubert, the Supreme Court held that Fed.R.Evid. 702
2
supersedes the general acceptance standard established in
Frye.
509 U.S. at - - -,
On remand, the district court excluded the expert testimony on eyewitness identification, ruling that:
1. The proposed testimony invades the province of the jury (i.e., it does not assist the trier of fact);
2. No showing has been made that the testimony relates to an area that is recognized as a science; and
3. The testimony is likely to confuse the jury.
Moreover, the district court stated that “the proposed expert eyewitness identification testimony is being offered by the defense more in the role of an advocate and not as a scientifically valid opinion.” We conclude that the district court did not abuse its discretion in excluding Dr. Pezdek’s expert testimony because Rincon’s proffer failed to satisfy the admissibility standard established in Daubert.
A. Scientific Knowledge 3
“[I]n order to qualify as ‘scientific knowledge,’ an inference or assertion must
*924
be derived by the scientific method. Proposed testimony must be supported by appropriate
validation
— ie., ‘good grounds,’ based on what is known.”
Id.
at -,
The first inquiry, then, under Daubert is whether the proposed testimony of Dr. Pez-dek was on a “scientific” subject. On remand, the district court denied Rincon’s motion on three grounds, one of which was that “no showing has been made that the testimony relates to an area that is recognized as a science.”
In the initial motion, Rincon asserted that Dr. Pezdek held a Ph.D. in psychology from the University of Massachusetts at Amherst, and was a full professor at the Claremont Graduate School of Psychology. She would testify that there are three phases of eyewitness identification: perception and encoding; storage and retention (memory); and retrieval. In turn, the perception and encoding phase are affected by the factors of stress, duration of exposure, cross-racial identification, and availability of facial features (whether or not the face is partially obscured). The storage and retrieval stages are affected by time delay and suggestibility.
Dr. Pezdek would also discuss certain lay notions of eyewitness identification that are contradicted by research, such as: the certainty of the identification is a measure of the reliability of the identification; accuracy of memory is improved by stress; and memory of a face does not diminish over time.
The declaration of Rincon’s counsel which accompanied the motion expanded on each of these matters, with statements such as: “There is a wealth of research supporting this point, ...”; “The research is clear_”; “The research suggests.... ” However, none of the research was submitted or described so that the district court could determine if the studies were indeed scientific on the basis the Court explained in
Daubert:
“whether the reasoning or methodology underlying the testimony is scientifically val-id_”
Daubert,
at -,
On remand, Rincon supplemented the record with a copy of an article entitled The “General Acceptance" of Psychological Research on Eyewitness Testimony . 4 The article described a survey of sixty-three experts on eyewitness testimony relating to their views of the scientific acceptance of research on a number of topics, including those that Dr. Pezdek would testify to. As the article said:
The results are discussed in relation to the “general acceptance” provision of the Frye test and the limitations of this test for determining the admissibility of expert testimony.
Id. at 1089.
However, while the article identified the research on some of the topics, it did not discuss the research in sufficient detail that the district court could determine if the research was scientifically valid. In the argument before the district court, counsel for Rincon told the court that Dr. Pezdek could testify about the studies that had been done on the various topics. However, he again did not offer or describe the studies themselves. The district court’s determination that Rin- *925 con had not shown the proposed testimony related to a scientific subject is supported by the record.
B. Assist Trier of Fact
Even when a theory or methodology satisfies the “scientific knowledge” requirement, in order to be admissible, expert testimony must also “assist the trier of fact to understand or to determine a fact in issue.”
Daubert,
at-,
The expert testimony Rincon offered was no doubt relevant to his defense.
See Amador-Galvan,
In this case, the district court found that Dr. Pezdek’s testimony would not assist the trier of fact and that it would likely confuse or mislead the jury. Rincon argues that the district court erred in excluding the evidence because Dr. Pezdek’s testimony was relevant evidence which would have helped the jury arrive at informed decision. Her testimony would have addressed factors that effect eyewitness identifications, such as passage of time, stress, identification from the lower half of the face, the relationship between certainty and accuracy, and cross-ethnic identifications. We decline to disturb the district court’s ruling.
Even though the factors about which Dr. Pezdek was to testify may have been informative, the district court conveyed that same information by providing a comprehensive jury instruction to guide the jury’s deliberations. As Rincon’s own article on such expert eyewitness testimony suggests, alternative solutions exist.
[O]ur results should not be taken to imply that using psychological experts is the best possible solution for the problems arising from eyewitness testimony. ... [Bjecause expert testimony is costly, an alternative would be to educate jurors through cautionary instructions. 5
The district court gave the jury in this ease a comprehensive instruction on eyewitness identifications. The instruction addressed many of the factors about which Dr. Pezdek would have testified. The district court instructed the jury to consider whether: (1) the eyewitness had the capacity and adequate opportunity to observe the offender based upon the length of time for observation as well as the conditions of observation; (2) the identification was the product of the eyewitness’s own recollection or was the result of subsequent influence or suggestiveness; (3) the eyewitness has made inconsistent identifications; and (4) the eyewitness was credible. The instruction also pointed out the danger of a showup versus the reliability of a lineup with similar individuals from which the eyewitness must choose. Finally, it permitted the jury to consider, as a factor bearing upon the reliability of the eyewitness testimony, the length of time which may have *926 elapsed between the occurrence of the crime and the eyewitness’s identification. 6
As Rincon’s article indicates, “it remains to be seen whether experts can enhance jurors’ ability to distinguish accurate from inaccurate eyewitnesses, or whether the dangers of such testimony outweigh its probative value; e.g., whether jurors become not more or less skeptical, but more or less accurate in their judgments of eyewitness testimony.” 7 In any event, the article is inconclusive as to the effect such evidence has on a jury. Given the powerful nature of expert testimony, coupled with its potential to mislead the jury, we cannot say that the district court erred in concluding that the proffered evidence would not assist the trier of fact and that it was likely to mislead the jury.
Notwithstanding our conclusion, we emphasize that the result we reach in this ease is based upon an individualized inquiry, rather than strict application of the past rule concerning expert testimony on the reliability of eyewitness identification.
See Amador-Galvan,
IV
REVIEW OF EVIDENCE
Rincon, relying on our decision in United States v. Navarro-Garcia, 926 F.2d 818 (9th Cir.1991), contends that he was denied due process because the district court allowed the jury to view him next to a surveillance photograph after jury deliberations had begun. He argues that this display was extrinsic evidence not introduced at trial, and thus was prejudicial. We reject these arguments.
Rincon’s reliance on Navarro is misplaced and does not resolve the issue before us. Navarro involved a situation in which a juror had conducted an experiment on her own, outside the courtroom, by adding three hundred pounds to the trunk of her ear to determine what effect the weight would have on the car. Id. at 820. The juror was hoping to find out whether it was plausible that the defendant did not know 344 pounds of marijuana were present in the trunk of her car. See id.
Navarro
emphasized that jurors have a duty to consider only the evidence presented to them in court.
Id.
at 821. It then defined “extrinsic evidence” to include “[ejvidence not presented at trial, acquired through out-of-court experiments or otherwise.... ”
Id.
When extrinsic evidence is presented to a jury, the defendant is entitled to a new trial if “ ‘there exist[s] a reasonable possibility that the extrinsic material could have affected the verdict.’ ”
Id.
(quoting
United States v. Vasquez,
However, in this case, the display which occurred while the jury was deliberating does not fall within Navarro’s definition of extrinsic evidence because all the evidence at issue, the surveillance photograph and Rincon himself, were presented to the jury during the trial prior to deliberations. The surveillance photograph was admitted into evidence; two witnesses made in-court identifications of Rincon; and finally, Rincon’s sole defense consisted of displaying himself in front of the jury for identification purposes. Therefore, the district court’s decision to allow the jury *927 to view the defendant next to the surveillance photograph is not reviewed pursuant to the extrinsic evidence standard outlined in Navarro; rather, it must be considered a review of evidence presented during trial.
The trial court’s decision to replay testimony during jury deliberations is reviewed for abuse of discretion.
United States v. Binder,
In
Binder,
we held that it was abuse of discretion for the district court to allow the children’s videotape testimony in a child molestation ease to be replayed during the jury deliberations.
However, Binder is distinguishable from the present case. The focus in that case was ' on the “live” nature of the videotaped evidence and the undue emphasis that resulted from allowing the jury to view it during deliberations. Cf., Nickell, swpra, affirming the trial court’s decision allowing the jury to review written excerpts of trial testimony.
In
Brewer,
we held that the district court did not abuse its discretion in allowing the jury to use a magnifying glass to examine certain photographic evidence.
United States v. Brewer,
The district judge was careful to limit the display to evidence presented at trial. He did not comply with the jury’s request to view Rincon next to the surveillance photograph wearing sunglasses because he properly concluded that the sunglasses were extrinsic evidence. Therefore, because the district court is generally given wide latitude in allowing the jury to review evidence during its deliberations, we hold that the district court did not err in allowing this display during jury deliberations.
V
CONCLUSION
Rincon has failed to produce sufficient evidence either that the testimony proffered here is based upon “scientific knowledge” or that it would have assisted the trier of fact in this particular case. Accordingly, we conclude that the district court did not abuse its discretion in excluding Dr. Pezdek’s testimony. Further, allowing the jury to view Rin-con next to the photograph was not error.
AFFIRMED.
Notes
. For a more detailed statement of facts,
see Rincon I,
. Rule 702 provides:
If scientific, technical, or other specialized knowledge will assist the trier of fact to understand the evidence or to determine a fact in issue, a witness qualified as an expert by knowledge, skill, experience, training, or education, may testify thereto in the form of an opinion or otherwise.
. Rincon argues that the proffered testimony constitutes scientific knowledge. Thus, as in
Daubert,
509 U.S. at - n. 8,
. Kassin, supra note 4, at 1097-98 (emphasis added) (internal citation omitted).
. Kassin, Ellsworth, & Smith, The "General Acceptance" of Psychological Research on Eyewitness Testimony, Am. Psychologist, Aug. 1989, at 1089-98.
. We also note, as we did in
Rincon I,
that the eyewitnesses were subject to cross-examination which gave Rincon the opportunity to reveal any deficiencies in their identifications.
See Rincon I,
. Kassin, supra note 4, at 1090.
