This is an appeal from the Workers’ Compensation Commission. Appellant, James L. Johnson, suffered a compensable injury to his back in October of 1980 while working for appellee, Research-Cottrell. One physician assessed his permanent partial disability at five percent (5%) to the body as a whole and another assessed it at ten percent (10%) to the body as a whole.
After a hearing, the Administrative Law Judge found that appellant sustained permanent partial disability in the amount of thirty percent (30%) to the body as a whole. Both sides appealed to the Commission, appellant asking that he be declared permanently and totally disabled, and appellee asking that the rating be reduced to twenty percent (20%) disability. The Commission affirmed the decision of the ALJ and appellant then brought this appeal arguing that the Commission erred in not finding him to be totally disabled. We think the Commission’s decision is supported by substantial evidence and we affirm.
*50At the hearing, the evidence established that appellant is a forty (40) year old man with a high school education whose work experience has been mainly in the construction business. He has not worked since the 1980 injury to his back and he continues to experience a considerable amount of pain when standing, bending and sitting. There was also evidence that appellant was not ready for vocational rehabilitation at the time of the hearing.
Appellant contends that based on this evidence, the Commission should have applied the “odd-lot doctrine” to his case and found that he was totally disabled. The odd-lot doctrine was described by Professor Larson in his treatise Workmen’s Compensation Law at § 57.51 (1983) as follows:
‘Total disability’ in compensation law is not to be interpreted literally as utter and abject helplessness. Evidence that claimant has been able to earn occasional wages or perform certain kinds of gainful work does not necessarily rule out a finding of total disability nor require that it be reduced to partial. The task is to phrase a rule delimiting the amount and character of work a man can be able to do without forfeiting his totally disabled status. The rule followed by most modern courts has been well summarized by Justice Matson of the Minnesota Supreme Court in the following language:
‘An employee who is so injured that he can perform no services other than those which are so limited in quality, dependability, or quantity that a reasonably stable market for them does not exist, may well be classified as totally disabled.’ [Lee v. Minneapolis St. Ry., 230 Minn. 315, 41 N.W.2d 433, 436 (1950).]
Later, in § 57.61, Professor Larson states:
If the evidence of degree of obvious physical impairment, coupled with other facts such as claimant’s mental capacity, education, training, or age, places claimant prima facie in the odd-lot category, the burden should be on the employer to show that some kind of suitable work is regularly and continuously available to the claimant.
*51Arkansas courts have accepted and applied the odd-lot doctrine. See, e.g., Arkansas Best Freight System, Inc. v. Brooks, 244 Ark. 191, 424 S.W.2d 377 (1968); M.M. Cohn Co. v. Haile, 267 Ark. 734, 589 S.W.2d 600 (Ark. App. 1979); Sunbeam Corporation v. Bates, 271 Ark. 385, 609 S.W.2d 102 (Ark. App. 1980).
The appellant argues that he made out a prima facie case for his being totally disabled considering the evidence of his impairment coupled with his age, education and training. Therefore, he contends that the burden of proof was on the appellee to show that some kind of suitable work was available to him and that they did not meet that burden of proof because they presented no evidence at all.
We disagree. In reviewing the evidence on appeal, we must make all reasonable inferences in favor of the Commission’s finding and we must affirm if there is any substantial evidence upon which the Commission made its finding. Smelser v. S.H. & J. Drilling Corp., 267 Ark. 996, 593 S.W.2d 61 (Ark. App. 1980).
Appellant cites several cases in support of his argument that the Commission should have found him totally disabled. See, M.M. Cohn, supra, and Sunbeam Corp., supra. In each of these cases, the Court of Appeals affirmed the Commission’s award of total disability benefits to the claimants because there was substantial evidence to support the awards. However, none of these cases require the Commission to apply the odd-lot doctrine to a certain class of claimants. Instead, they require the Commission merely to consider factors other than mere physical disability in making an award of permanent disability. See also Rapley v. Lindsey Const. Co., 5 Ark. App. 31, 631 S.W.2d 844 (1982).
In the instant case, we think the Commission must have considered the appellant’s age, education, and training in making its award because it found 30% disability when his physicians assessed his physical impairment at only 5-10% disability. It was within the Commission’s discretion to weigh the medical testimony and the testimony of the claimant. Here, based on that testimony, the Commission made its determination that appellant did not lose his entire capacity to earn wages as a result of his injury. Therefore, the Commission did not find appellant totally “disabled” as that term is defined in the Workers’ *52Compensation Act, Ark. Stat. Ann. § 81-1302(e) (1976). We find substantial evidence to support the findings of the Commission.
Affirmed.
Cooper, J., dissents.