Inflation in Russia: Differences Between Official Data and Population's Perception

I. Gurov
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Abstract

The article is devoted to the study of the reasons for the formation of differences between the official measurement of inflation in the Russian economy and the subjective perception of inflationary processes by the population.The introductory part of the article shows that the population's estimates of inflation in Russia (perceived inflation) are more than twice as high as official data. There is no consensus in the scientific literature on the explanation of this bias, which determines the relevance of the study. Due to the high level of observed inflation, households may believe that the real yield of financial instruments is negative and prefer consumption to savings, including through loans. The purpose of the article is to determine the causes of discrepancies between official inflation indicators and estimates of price growth for goods and services by the population.The main part of the article analyzes the time series of the Rosstat consumer price index from 2014 to 2021, data from the Bank of Russia on inflation perceived by the population, macroeconomic indicators of the International Monetary Fund, including the dynamics of price indices of 12 groups of goods and services in 86 countries. Methods of descriptive, correlation and regression analysis were used. There are two main cognitive reasons why the level of inflation perceived by the population exceeds the official one. Firstly, in the course of surveys, according to the author, respondents often incorrectly determine the time frame (perceiving the price increase not for one year, but for a period of about two years). Secondly, the population (households as respondents) pays attention primarily to the goods that have risen in price most significantly (further increasing the gap in estimates). In addition, the population perceives the end of discounts on individual goods as a multiple overall price increase. Based on a cross-country comparative analysis of price indices, the author suggests that the increase in the variability of the relative price index leads to an increase in discrepancies between official inflation data and estimates of inflation by the population.In the final part of the article, conclusions are formulated – the author's positions on the problem under consideration, according to which it is proposed to increase the financial and statistical literacy of Russians in order to reduce differences in estimates of inflation by official statistics and the population.
俄罗斯的通货膨胀:官方数据与民众看法的差异
本文致力于研究俄罗斯经济中官方通货膨胀测量与民众对通货膨胀过程的主观感知之间差异形成的原因。文章的引言部分表明,俄罗斯民众对通货膨胀的估计(感知到的通货膨胀)是官方数据的两倍多。在科学文献中对这种偏见的解释没有达成共识,这决定了研究的相关性。由于观察到的高水平通货膨胀,家庭可能认为金融工具的实际收益率为负,并倾向于消费而不是储蓄,包括通过贷款。本文的目的是确定官方通货膨胀指标与人口对商品和服务价格增长的估计之间差异的原因。文章的主要部分分析了2014年至2021年俄罗斯国家统计局消费者价格指数的时间序列、俄罗斯央行的人口通胀数据、国际货币基金组织的宏观经济指标,包括86个国家12类商品和服务的价格指数动态。采用描述性、相关性和回归分析方法。民众感知到的通胀水平超过官方数据,主要有两个认知上的原因。首先,根据作者的说法,在调查过程中,受访者经常错误地确定时间框架(认为价格上涨不是一年,而是两年左右)。其次,人口(作为受访者的家庭)主要关注价格上涨最显著的商品(进一步增加了估计的差距)。此外,人们认为单个商品折扣的结束是整体价格的多次上涨。根据对价格指数的跨国比较分析,作者认为,相对价格指数变异性的增加导致官方通货膨胀数据与人口对通货膨胀的估计之间的差异增加。在文章的最后一部分,提出了结论- -作者对正在审议的问题的立场,根据这些结论,建议提高俄罗斯人的金融和统计知识,以减少官方统计和人口对通货膨胀估计的差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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