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Article

Relationship between Physical Activity and Physical and Mental Health Status in Pregnant Women: A Prospective Cohort Study of the Japan Environment and Children’s Study

by
Yasuyuki Yamada
1,2,
Takeshi Ebara
1,*,
Taro Matsuki
1,
Hirohisa Kano
1,3,
Hazuki Tamada
1,
Sayaka Kato
1,4,
Hirotaka Sato
1,
Mayumi Sugiura-Ogasawara
5,
Shinji Saitoh
4,
Michihiro Kamijima
1 and
on behalf of the Japan Environment and Children’s Study (JECS) Group
†
1
Department of Occupational and Environmental Health, Graduate School of Medical Sciences, Nagoya City University, Mizuho-ku, Nagoya 4678601, Aichi, Japan
2
Graduate School of Health and Sports Science, Juntendo University, Inzai 2701695, Chiba, Japan
3
School of Health and Sport Sciences, Chukyo University, 101 Tokodachi, Kaizu-cho, Toyota 4700393, Aichi, Japan
4
Department of Pediatrics and Neonatology, Graduate School of Medical Sciences, Nagoya City University, Mizuho-ku, Nagoya 4678601, Aichi, Japan
5
Department of Obstetrics and Gynecology, Graduate School of Medical Sciences, Nagoya City University, Mizuho-ku, Nagoya 4678601, Aichi, Japan
*
Author to whom correspondence should be addressed.
†
Membership of the Japan Environment and Children’s Study (JECS) Group is provided in the Acknowledgements.
Int. J. Environ. Res. Public Health 2021, 18(21), 11373; https://doi.org/10.3390/ijerph182111373
Submission received: 3 October 2021 / Revised: 24 October 2021 / Accepted: 27 October 2021 / Published: 29 October 2021
(This article belongs to the Collection Potential Risks and Factors of Women's Health Promotion)
Browse Figure
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Abstract

:
To discuss appropriate physical activity (PA) levels during pregnancy, this prospective cohort study examined the relationships between PA levels before and during pregnancy and physical and mental health status. Fixed data for 104,102 pregnant women were used from the Japan Environment and Children’s Study, of which data for 82,919 women were analyzed after excluding women with multiple birth and pregnancy complications. PA levels were measured using the International Physical Activity Questionnaire-Short Form. The 8-Item Short Form Health Survey was used to measure outcomes. Logistic regression with multiple imputations showed that moderate PA for over 720 min/wk and vigorous PA before pregnancy were associated with poorer mental health in the first trimester (adjusted odds ratio (AOR): 1.087–1.376. Walking in the second and third trimesters was associated with better physical and mental health (AOR: 0.855–0.932). Moderate PA over 1080 min/wk and vigorous PA in the second and third trimesters were associated with poorer mental health (AOR: 1.223–1.873). Increases over 4135.4 MET–min/wk and decreases in PA levels were associated with poorer mental and physical health (AOR: 1.070–1.333). Namely, pregnant women receiving health benefits prefer continuous walking in addition to avoiding vigorous PA and excessive changes in PA levels during pregnancy.

1. Introduction

During pregnancy, it is recommended that women have exercise habits and engage in physical activity (PA), as they and their fetuses can receive health benefits, such as the prevention of gestational diabetes [1,2,3], preterm delivery [4], cardiovascular disease [5], and depression [3,6]. Additionally, for pregnant women, exercise leads to improvements in cardiorespiratory fitness, gestational weight management, and sleep cycles, while also preventing urinary incontinence and low back pain [6]. Moreover, performing appropriate levels of PA during pregnancy has not been found to be a risk factor for adverse perinatal outcomes, such as reduced birth weight or increases in preterm birth rates [5,6,7]. Accordingly, evidence-based recommendations for exercise during pregnancy are re-quired [7].
Regarding the recommended PA levels during pregnancy, some researchers have reached a consensus based on strong evidence. For example, the American College of Obstetrics and Gynecology’s (ACOG) recommends that pregnant women engage in PA for at least 20–30 min per day on most or all days of the week [2]. Additionally, the Centers for Disease Control and Prevention and American College of Sports Medicine both recommend that pregnant women participate in 30 min or more of moderate exercise on most, if not all, days of the week [8]. However, especially in the context of findings for keeping sound physical and mental health conditions among pregnant women, due to some research issues there is no consensus among researchers regarding other issues, such as the acceptable range of increase or decline in PA levels during pregnancy, detailed recommended levels of vigorous PA for pregnant women, etc. First, little evidence has been obtained through longitudinal studies assessing the shift of PA levels from before pregnancy to during pregnancy. Accordingly, it is unknown whether there are potential health benefits for either increases or decreases in PA during pregnancy. Second, there is limited evidence regarding the effects of vigorous PA on pregnant women’s health, which has been noted, especially by athletes and sports organizations [9,10,11,12]. Although reviews in the International Olympic Committee report [13] and meta-analysis [14] supported the safety of performing vigorous PA during pregnancy regarding neonatal and pregnancy outcomes, the generalization of research findings and accumulation of evidence regarding pregnant women’s health outcomes are limited. Third, there is still insufficient evidence related to the effects of PA on mental health outcomes specifically for pregnant women [15]. The latest meta-analysis indicated that reduction of PA levels during the COVID-19 epidemic affected an increase in anxiety and depression among pregnant women [16]. However, to date, we do not have specific information on the recommendation range of PA levels for their mental health during pregnant women.
Therefore, to clarify what levels of PA should be recommended during pregnancy, it is necessary to overcome these previous research issues. Therefore, the present study examined the relationships between PA levels before and during pregnancy and physical and mental health during pregnancy using data from a prospective national birth cohort study, the Japan Environment and Children’s Study (JECS) [17,18,19].

2. Materials and Methods

2.1. Study Design and Setting

The detailed design and baseline characteristics of the JECS have been published elsewhere [17,19]. Briefly, the JECS was a nationwide birth cohort study designed by the JECS Working Group to clarify environmental factors that affect children’s health and development during the fetal period and in early childhood. From January 2011 to March 2014, the JECS recruited approximately 100,000 pregnant women, and then conducted follow-up surveys until the children reached 13 years of age. A total of 15 Regional Centers covering various geographical areas in Japan developed a birth cohort and collected the data.
The JECS was conducted according to the Helsinki Declaration and other nationally valid regulations and guidelines. The JECS protocol was approved by the Institutional Review Board of the Japan National Institute for Environmental Studies (no. 100910001). The JECS protocol was reviewed and approved by the Ministry of the Environment’s Institutional Review Board on Epidemiological Studies and the Ethics Committees of all the participating institutions [17,18,19]. Written informed consent was obtained from all the participants. The present study used the JECS data of the questionnaire research and medical record conducted at two time points, during the participants’ first trimester and within their second and third trimesters.

2.2. Participants

The present study used a fixed data set (jecs-ag-20160426) comprising 104,102 fetal records. Pregnant women with multiple birth and pregnancy complications including hypertension, hyperthyroidism, hypothyroidism, diabetes, autoimmune disease, heart disease, kidney disease, hepatitis, cerebral infarction, intracerebral hemorrhage, epilepsy, blood disease, cancer, psychiatric disease, neurological disease, thrombosis, and other pregnancy complications were excluded, since exercise was not recommended for them during pregnancy [2,8]. A flowchart of participant inclusion is shown in Figure 1. A total of 21,239 women were excluded due to pregnancy with multiple births (n = 1994), pregnancy complications (n = 14,758) or missing data (n = 4431). Consequently, valid data from 82,919 women were used for the analysis.

2.3. Variables

2.3.1. Exposures

PA levels were measured using the short version of the International Physical Activity Questionnaire (IPAQ) [20,21]. The IPAQ evaluates the frequency and duration of walking, moderate PA, and vigorous PA in the past week [20,21]. PA levels before pregnancy were measured retrospectively in the first trimester, and PA levels during pregnancy were measured in the second or third trimester. On the basis of the official guideline of the IPAQ [22], we conducted data cleaning and created the scores for time spent on walking (min/wk), moderate PA (min/wk), and vigorous PA (min/wk) with a score range of 0–1260 min/wk. These scores were replaced by categorical variables sectioned in increments of 180 min/wk (ref: <10, 10–180, 180–360, 360–540, 540–720, 720–900, 900–1080, 1080–1260). Additionally, we calculated changes in PA levels from before pregnancy to the second and third trimesters (min/wk) using the following equation: Change in PA levels = total metabolic equivalents (METs) min/wk 2nd–3rd trimesters—total MET–min/wk before pregnancy. The numerical variables for changes in PA levels were replaced by categorical variables sectioned in increments of ±0.5 standard deviations (SD) (ref: within ±0.5, 0.5–1.0, 1.0–1.5, 1.5–2.0, ≥2.0, −0.5–−1.0, −1.0–−1.5, −1.5–−2.0, ≤−2.0). Moreover, the procedure of exception of the data for those who have a total days of walking (days/wk), moderate PA (days/wk), and vigorous PA (min/wk) for 8 days or more, proposed by the IPAQ guideline, was not conducted.

2.3.2. Outcomes

The physical and mental health status in the first and second to third trimesters were measured using the Japanese version of the 8–Item Short Form Health Survey (SF8) [23,24,25]. International studies supported the validity and reliability of the SF8 and were used to assess the health-related quality of life [26,27,28,29,30]. The SF8 has eight items and two standardized subscales, the physical health summary score and mental health summary score, which range from 0–100 points (mean score = 50) [23,25]. In this study, standardized physical and mental health scores were replaced by categorical variables. The reference category indicated better health status (score range = 50–100 points) and the case category indicated poorer health status (score range = 0–50 points).

2.3.3. Covariates

The categories for potential confounding variables are shown in Table 1. In a logistic regression analysis, we adjusted for age at pregnancy; body mass index (BMI) during the first and second to third trimesters; annual household income; education level; marital status; experience of stressful events in the past year; experiences of domestic violence during pregnancy; use of fertility treatments; number of previous pregnancies; number of miscarriages, induced abortions or stillbirths; and employment status during the first and second to third trimesters. The variables of BMI, number of previous pregnancies, and number of miscarriages, induced abortions or stillbirths were data of the medical record. Additionally, the other variables were data of the questionnaire research.

2.4. Bias

The prospective cohort study design adopted by the JECS had the strength to reduce the effects of recall bias. However, we can assume that there might be recall bias in the evaluation of PA levels before pregnancy, since the deadline for the response of questionnaire was the 21st week of pregnancy. To minimize sampling bias in the national birth cohort study, the JECS selected the study areas. To prevent losses to follow-up, the JECS progressed various public relationship activities to the participants. Furthermore, the study protocol of the JECS was designed and progressed on the basis of original research guidelines to minimize the other study biases. Regarding non-respondent bias, the mean participant age in the missing data was significantly higher than in the valid data. However, the mean difference was very small (t = 20.79, mean diff = 0.89, 95% CI = 0.81–0.97, Cohen’s d = 0.18). Furthermore, mean BMI scores in the valid data of the first trimester and the second and third trimesters were significantly smaller than in the missing data. Similarly, the mean differences were small (the first trimester: t = 16.18, mean diff = 0.50, 95% CI = 0.44–0.56, Cohen’s d = 0.15, the second and third trimesters: t = 16.01, mean diff = 0.51, 95% CI = 0.45–0.58, Cohen’s d = 0.16). Based on these results, the effects of non-respondent bias were comparatively small. Furthermore, this study showed additional results using the multiple imputed data to account for the non-respondent bias.

2.5. Statistical Methods

In this study, the binomial logistic regression analysis was used to examine the strength of relationships between exposure and outcome variables. First, the relationships between PA levels before pregnancy and physical and mental health in the first trimester were examined. Second, we examined the associations between PA levels and physical and mental health in the second or third trimester. Finally, the relationships between changes in PA levels after detection of pregnancy and physical and mental health outcomes in the first and second trimesters were examined. The logistic regression was conducted after the missing values were replaced using the multiple imputation method. These analyses were conducted using SPSS version 24.0 (IBM Corp., Armonk, NY, USA).

3. Results

3.1. Physical Activity Levels before Pregnancy and Physical and Mental Health Status in the First Trimester

First, we examined the relationships between the PA levels before pregnancy and physical and mental health in the first trimester. Table 1 shows the categories of confounding variables adjusted in the logistic regression analysis. Table 2 shows the results of logistic regression. Focusing on adjusted odds ratios (AOR) in multiple imputed data, engaging in walking or moderate PA before pregnancy showed no or a very small relationship with physical and mental health in the first trimester. Performing vigorous PA before pregnancy, especially over 1080 min/wk, was associated with better physical health (vs. inactive: AOR = 0.672, 95% CI = 0.545–0.829). From 360 to less than 1080 min/wk of vigorous PA before pregnancy showed a dose–response relationship with poorer mental health (vs. inactive: AOR = 1.218–1.373).

3.2. Physical Activity Levels in the Second and Third Trimesters and Physical and Mental Health Status

We examined the relationships between PA levels and physical and mental health during the second and third trimesters. Table 3 shows the results of logistic regression. As demonstrated by the AORs in multiple imputed data, a dose–response relationship was found between engaging in walking from 180 to 899.9 min/wk and both physical (vs. in-active: AOR = 0.858–0.914) and mental health (vs. inactive: AOR = 0.855–0.932). Neither moderate nor vigorous PA in the second and third trimesters was associated with physical health. However, moderate PA from 180 to 360 min/wk, for over 1080 min/wk and any amount of vigorous PA were associated with poorer mental health (vs. inactive: AOR = 1.094–1.873). Specifically, time spent on vigorous PA in the second to third trimesters showed a dose–response relationship with poorer mental health.

3.3. Physical Activity Levels and Physical and Mental Health Status in the Second and Third Trimesters

Finally, we examined the relationships between changes in PA levels during pregnancy and physical and mental health status in the second and third trimesters. Changes in PA levels referred to the gap in total MET–min/wk between the first trimester and the second to third trimesters. In our data, the mean total for MET–min/wk in the first trimester was 1860.178 (SD = 2539.950) and 1130.854 (SD = 1771.269) in the second and third trimesters, and the mean difference between the first and second to third trimesters was 729.323 (SD = 2432.173, 95% CI = 712.489–746.158, t = 84.913, df = 80,185, Δ = −0.29). In this study, the range in the category for maintaining PA was −1945.4 to 486.7 MET–min/wk, on the basis of the mean difference ± 0.5 SD. Table 4 shows the multiple regression analysis results. Compared to the unchanging category, increasing PA levels up to 1702.9 MET–min/wk was associated with higher physical health (vs. unchanging: AOR = 0.906, 95% CI = 0.859–0.955) and mental health (vs. unchanging: AOR = 0.944, 95% CI = 0.899–0.990). However, excessively increased PA levels by over 4135.4 MET–min/wk was related with poorer mental health (vs. unchanging: AOR = 1.313, 95% CI = 1.169–1.473). Moreover, decreased PA levels were related to poorer physical (vs. unchanging: AOR = 1.100–1.162) and mental health (vs. unchanging: AOR = 1.070–1.333). Specifically, decreased PA levels showed a clear dose–response relationship with mental health outcomes.

4. Discussion

4.1. Appropriate Range of Pre-Pregnancy Physical Activity Levels for Women

In the present study, engaging in walking, moderate PA, and vigorous PA for under 360 min/wk was found to be acceptable for women prior to pregnancy, as these PA levels showed either no or a very small relationship with physical and mental health outcomes in the first trimester. However, engaging in more than 360 min/wk of vigorous PA before pregnancy was related to poor mental health during early pregnancy.
Our suggestions are in line with Tendais et al. [31], who found evidence that women with low PA levels prior to the first trimester of pregnancy showed better mental health outcomes in the first trimester than active women who transitioned to low PA levels in the first trimester. Moreover, suggesting an upper limit of vigorous PA (<360 min/wk) before pregnancy is meaningful, since conventional exercise guidelines prefer to show a lower limit of PA for healthy adult women without assuming the possibility of pregnancy. For instance, the World Health Organization recommends at least 150 min/wk of moderate aerobic PA, at least 75 min/wk of vigorous aerobic PA or an equivalent combination of moderate and vigorous PAs (aerobic PA should be performed in bouts of at least 10 min) for adults aged 18–64 [32]. Additionally, adults should increase their moderate aerobic PA to 300 min/wk or engage in 150 min/wk of vigorous aerobic PA or an equivalent combination of moderate and vigorous PA, to receive additional health benefits [32]. Moreover, The American College of Sports Medicine and American Heart Association have recommended lower limits for adults, suggesting that they engage in moderate-intensity aerobic PA for a minimum of 30 min, 5 days/wk or vigorous-intensity aerobic activity for a minimum of 20 min, 3 days/wk [8]. The Exercise and Physical Activity Reference for Health Promotion and Shibata et al. recommended a total amount of PA with over 23 MET–h/wk (≥1380 MET–min/wk) for non-pregnant adults, as an appropriate lower limit for PA [23,33]. Therefore, based on this study’s results, an appropriate range of PA levels before pregnancy overlapped with the recommended levels for non-pregnant adults in conventional PA guidelines.

4.2. Appropriate Range of Physical Activity Levels for Pregnant Women

Pregnant women who gained health benefits walked for longer periods during the second and third trimesters, as this was found to be associated with better physical and mental health during pregnancy. Moderate PA under 1080 min/wk is acceptable, showing either no or a very small relationship with physical and mental health in the second and third trimesters. However, we could not recommend either the time spent on moderate PA with over 1080 min/wk or the longer time spent on vigorous PA in the second and third trimesters, as these levels were associated with poorer mental health.
In the present study, the health benefits of walking and moderate PA during pregnancy were in line with conventional studies and guidelines [9]. For instance, Petrovic et al. [34] confirmed a significant relationship between walking daily and lower risks for depression and anxiety during pregnancy. Moreover, exercise guidelines in Canada, Japan, Norway, Spain, and conventional studies recommend walking during pregnancy to receive general health benefits [9,10]. Regarding moderate PA, the ACOG guidelines for pregnant women recommend setting an eventual goal of engaging in moderate-intensity exercise for at least 20–30 min per day on most or all days of the week [2]. In this case, the recommended time range for moderate PA is 100 min/wk (20 min/day × 5 days) to 210 min/wk (30 min/day × 7 days). Additionally, Canada and the United Kingdom guidelines recommend a minimum of 45 min/wk (15 min × 3 times), progressing to 120 min/wk (30 min × 4 times), even if the intensity was reduced. The Denmark guidelines recommend at least 210 min/wk (30 min × 7 days) of moderate PA [9]. Therefore, the recommendation of an upper limit for moderate PA of 1080 min/wk does not contradict the conventional guidelines [2]. Moreover, providing evidence of a dose–response relationship between vigorous PA and poorer mental health is valuable, since there is little evidence of the discussion of the appropriate upper limit for PA after the detection of pregnancy [11].
Although this kind of evidence is useful, especially for female athletes [12,14], the ac-cumulated evidence from well-designed studies on vigorous PA and pregnancy out-comes has been insufficient [9,10]. Accordingly, conventional guidelines have provided a qualified approval to perform vigorous PA during pregnancy. For instance, the ACOG guidelines show reservations regarding women obtaining approval from their healthcare providers to continue strenuous activity during pregnancy—especially elite athletes who have a clear understanding of the risks—and instead, recommend that women consider decreasing their resistance load compared with the pre-pregnancy conditions [2]. Furthermore, the Canadian guidelines recommend vigorous PA during pregnancy only in a monitored environment [11], while the guidelines in Denmark and the United States recommend that pregnant women only engage in vigorous PA if they regularly did before pregnancy [9].
In addition to healthy active women and athletes, attention should be paid to women with exercise addiction. From the clinical perspective of exercise addiction, performing vigorous PA during pregnancy could be regarded as an expression of addictive behaviors. Generally, people with exercise addiction continue to exercise, regardless of physical injuries, personal inconvenience or disruptions in other areas of life, including marital strain, interference with work, and lack of time for other activities [35]. Their poor mental health can be understood from the perspective of a high risk of depression among people with exercise addiction [35,36]. Therefore, clinicians and other healthcare providers should have specific approaches, especially for healthy active women, for athletes, and for exercise-addicted women during pregnancy.

4.3. Appropriate Range for Changes in Physical Activity Levels during Pregnancy

Regarding changes in PA levels during pregnancy, pregnant women who gained physical and mental health benefits in the second and third trimesters tended to maintain or increase PA levels up to 1702.9 MET–min/wk. Moreover, it is acceptable to increase the PA levels up to 4135.3 MET–min/wk. However, excessive increases in PA of over 4135.4 MET–min/wk were found to be associated with poorer health. Furthermore, we discouraged decreasing PA levels during pregnancy under 1945.5 MET–min/wk, in order to maintain good physical and mental health.
The suggestions to maintain or increase PA levels, but avoid excessive increases in PA, support the conventional guidelines and studies suggesting that pregnant women should start new forms of exercise, such as walking, stationary cycling, aerobic exercises, dancing, resistance exercises, and stretching exercises [2,37]. Engaging in appropriate types of exercise, enables pregnant women to stay in shape, maintain their health, keep a routine [13], and prevent antenatal depressive symptoms [38]. Moreover, discouraging excessive increases in PA levels during pregnancy is supported by conventional guidelines. To prevent excessive and rapid increases in PA levels, the Canadian guidelines encourage previously inactive women to increase their PA levels during pregnancy, but caution that they may need to begin gradually, at lower levels of intensity, and then increase the PA duration and intensity as their pregnancy progresses [11]. Additionally, the guidelines in Denmark discourage vigorous PA during pregnancy for women who did not engage in PA prior to pregnancy. Moreover, based on a systematic review, Nascimento et al. [6] suggested that the PA intensity during pregnancy should be mild or moderate for previously sedentary women and moderate to high for active women. In the United States, the guidelines warn that women who are not already highly active or engaged in vigorous PA should focus on moderate PA during pregnancy [9].
For pregnant athletes specifically, the Spanish guidelines have recommended no more than 15 min of vigorous PA, and that the PA intensity should be decreased by 20–30%. Moreover, Pivarnik et al. [39] recommended that pregnant elite athletes should avoid becoming overheated when participating in sports or intense training. Additionally, significant relationships between decreased PA and physical and mental health suggest that exercise during pregnancy is necessary. This problem is especially serious for women who were highly active before pregnancy or athletes who shift from actively training to pregnancy. Generally, elite athletes train at least 5 days/wk, averaging close to 2 h/day throughout the year prior to pregnancy [39]. Furthermore, for recreational and competitive runners, training efforts, intensity, and the number of women who run decreased during pregnancy [13,40]. However, according to our findings, highly active women or athletes should maintain the decreasing PA levels from first to second and third trimesters by less than 1945.1 MET–min/wk, indicating that they should not decline physical activity levels during pregnancy.

4.4. Study Strengths and Limitations

A strength of this study is that it provides evidence regarding the upper and lower limits of PA levels for women both before and during pregnancy, in order to receive health benefits during pregnancy. Additionally, this study is valuable in that it shows descriptive and statistical evidence regarding PA and health status among pregnant women using a large sample size. Moreover, the large sample size allowed us to adjust for various confounders in the logistic regression analysis. A prospective cohort study design can minimize recall bias in assessing PA levels and health outcomes. However, a limitation of this study is that our suggestions were based on possible risks to physical and mental health status without other parameters, such as pregnancy complications, pregnancy consequences, and fetus’s health. Furthermore, it is assumed that the health risks could be underestimated, as the present study excluded data for women with pregnancy complications or multiple gestations. Additionally, recall bias regarding the assessment of PA levels before pregnancy using the IPAQ short form during the first trimester of pregnancy is a limitation. However, some previous studies have followed this procedure [4,19,41]. Moreover, the use of the IPAQ short form is one of the best ways to assess a birth cohort study from the perspective of feasibility. This is due to the fact that, in the birth cohort study design, the first trimester of pregnancy is the earliest and most suitable period to measure PA levels in pre-pregnancy. Furthermore, the use of the short form version is appropriate as it does not place undue strain on pregnant women. However, this scale is used to evaluate PA levels within the last 7 days. To overcome this limitation, we recommend future studies to either use objective measuring devices, such as an accelerometry or select other scales that are based on the long-term recall of answers. Although this study selected some confounder variables, it would be preferable for future research to adjust for other potential confounders, such as the change of BMI during pregnancy. Moreover, careful interpretation, in general, is needed in causal inference from observational studies. Since we did not have enough evidence to explain the causal relationship between performing PA and health conditions, further research is warranted to explore the recommended range of PA levels before and during pregnancy based on the new causal inference approach.

5. Conclusions

In conclusion, engaging in walking, moderate PA or vigorous PA for under 360 min/wk before pregnancy is acceptable. However, performing vigorous PA for over 360 min/wk before pregnancy is associated with poor mental health during the first trimester. During the second and third trimesters, it might be better to spend more time walking, since moderate PA for over 1080 min/wk or vigorous PA do not lead to better health benefits. Maintaining or increasing PA levels up to 1702.9 MET–min/wk during pregnancy is associated with health benefits in the second and third trimesters. However, excessive increases in PA over 4135.4 MET–min/wk and decreases in PA less than 1945.5 MET–min/wk from the first to the second and third trimesters are associated with poor physical and mental health.

Author Contributions

Conceptualization, Y.Y., T.E. and M.K.; methodology, Y.Y. and T.E.; validation, H.K. and H.T.; formal analysis, T.M. and Y.Y.; investigation, T.E., Y.Y., S.S., M.S.-O. and M.K.; resources, JECS; data curation, T.M., H.K., H.S. and H.T.; writing—original draft, Y.Y.; writing—review and editing, T.E., T.M., H.K., H.T., S.K., H.S., S.S., M.S.-O., M.K. and members of the JECS Group; supervision, T.E. and M.K.; project administration, T.E., S.S., M.S.-O. and M.K. All authors have read and agreed to the published version of the manuscript.

Funding

This study was funded by the Ministry of the Environment, Japan. The findings and conclusions of this article are solely the responsibility of the authors and do not represent the official views of the above government agency.

Institutional Review Board Statement

The JECS was conducted according to the guidelines of the Declaration of Helsinki, and approved by the Institutional Review Board of the Japan National Institute for Environmental Studies (IRB number: 100910001, approval date: 10 September 2010), as well as by the ethics committees of all the participating institutions.

Informed Consent Statement

Written informed consent was obtained from all the participants.

Data Availability Statement

Data are unsuitable for public deposition due to the ethical restrictions and legal framework of Japan. It is prohibited by the Act on the Protection of Personal Information (Act No. 57 of 30 May 2003, amendment on 9 September 2015) to publicly deposit the data containing personal information. Ethical Guidelines for Medical and Health Research Involving Human Subjects enforced by the Japan Ministry of Education, Culture, Sports, Science and Technology and the Ministry of Health, Labour and Welfare also restrict the open sharing of the epidemiologic data. All of the inquiries on the access to data should be sent to: [email protected]. The person responsible for handling the enquiries sent to this e-mail address is Dr Shoji F. Nakayama, JECS Programme Office, National Institute for Environmental Studies.

Acknowledgments

The authors are grateful to the JECS participants. The JECS was funded by the Ministry of the Environment, Japan. The findings and conclusions of this article are solely the responsibility of the authors and do not represent the official views of the above government agency. Members of the JECS Group as of 2020: Michihiro Kamijima (principal investigator, Nagoya City University, Nagoya, Japan), Shin Yamazaki (National Institute for Environmental Studies, Tsukuba, Japan), Yukihiro Ohya (National Center for Child Health and Development, Tokyo, Japan), Reiko Kishi (Hokkaido University, Sapporo, Japan), Nobuo Yaegashi (Tohoku University, Sendai, Japan), Koichi Hashimoto (Fukushima Medical University, Fukushima, Japan), Chisato Mori (Chiba University, Chiba, Japan), Shuichi Ito (Yokohama City University, Yokohama, Japan), Zentaro Yamagata (University of Yamanashi, Chuo, Japan), Hidekuni Inadera (University of Toyama, Toyama, Japan), Takeo Nakayama (Kyoto University, Kyoto, Japan), Hiroyasu Iso (Osaka University, Suita, Japan), Masayuki Shima (Hyogo College of Medicine, Nishinomiya, Japan), Youichi Kurozawa (Tottori University, Yonago, Japan), Narufumi Suganuma (Kochi University, Nankoku, Japan), Koichi Kusuhara (University of Occupational and Environmental Health, Kitakyushu, Japan), and Takahiko Katoh (Kumamoto University, Kumamoto, Japan).

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Dye, T.D.; Knox, K.L.; Artal, R.; Aubry, R.H.; Wojtowycz, M.A. Physical Activity, Obesity, and Diabetes in Pregnancy. Am. J. Epidemiol. 1997, 146, 961–965. [Google Scholar] [CrossRef] [Green Version]
  2. American College of Obstetricians and Gynecologists. Physical Activity and Exercise During Pregnancy and the Postpartum Period: ACOG Committee Opinion, Number 804. Obstet. Gynecol. 2020, 135, e178–e188. [Google Scholar] [CrossRef] [Green Version]
  3. Strøm, M.; Mortensen, E.L.; Halldorson, T.I.; Østerdal, M.L.; Olsen, S.F. Leisure-Time Physical Activity in Pregnancy and Risk of Postpartum Depression: A prospective study in a large national birth cohort. J. Clin. Psychiatry 2009, 70, 1707–1714. [Google Scholar] [CrossRef]
  4. Takami, M.; Tsuchida, A.; Takamori, A.; Aoki, S.; Ito, M.; Kigawa, M.; Kawakami, C.; Hirahara, F.; Hamazaki, K.; Inadera, H.; et al. Effects of physical activity during pregnancy on preterm delivery and mode of delivery: The Japan Environment and Children’s Study, birth cohort study. PLoS ONE 2018, 13, e0206160. [Google Scholar] [CrossRef] [Green Version]
  5. Rêgo, A.S.; Alves, M.T.; Batista, R.; Ribeiro, C.C.C.; Bettiol, H.; Cardoso, V.C.; Barbieri, M.A.; Loureiro, F.H.F.; Silva, A. Physical activity in pregnancy and adverse birth outcomes. Cad. Saúde Pública 2016, 32, e00086915. [Google Scholar] [CrossRef] [Green Version]
  6. Nascimento, S.L.; Surita, F.; Cecatti, J.G. Physical exercise during pregnancy: A systematic review. Curr. Opin. Obstet. Gynecol. 2012, 24, 387–394. [Google Scholar] [CrossRef]
  7. Kramer, M.S.; McDonald, S.W. Aerobic exercise for women during pregnancy. Cochrane Database Syst. Rev. 2006, 2006, CD000180. [Google Scholar] [CrossRef]
  8. American College of Sports Medicine. ACSM’s Guidelines for Exercise Testing and Prescription, 10th ed.; Riebe, D., Ehrman, J., Liguori, G., Magal, M., Eds.; Wolters Kluwer Health: Philadelphia, PA, USA, 2018. [Google Scholar]
  9. Evenson, K.R.; Barakat, R.; Brown, W.J.; Dargent-Molina, P.; Haruna, M.; Mikkelsen, E.M.; Mottola, M.F.; Owe, K.M.; Rousham, E.K.; Yeo, S. Guidelines for Physical Activity During Pregnancy: Comparisons from Around the World. Am. J. Lifestyle Med. 2014, 8, 102–121. [Google Scholar] [CrossRef] [Green Version]
  10. TTakito, M.Y.; Benicio, M.H.; Neri Lde, C. Physical activity by pregnant women and outcomes for newborns: A systematic review. Rev. Saude. Publica 2009, 43, 1059–1069. [Google Scholar] [CrossRef] [Green Version]
  11. Mottola, M.F.; Davenport, M.H.; Ruchat, S.-M.; Davies, G.A.; Poitras, V.J.; Gray, C.; Garcia, A.J.; Barrowman, N.; Adamo, K.B.; Duggan, M.; et al. 2019 Canadian guideline for physical activity throughout pregnancy. Br. J. Sports Med. 2018, 52, 1339–1346. [Google Scholar] [CrossRef] [Green Version]
  12. Kardel, K.R. Effects of intense training during and after pregnancy in top-level athletes. Scand. J. Med. Sci. Sports 2005, 15, 79–86. [Google Scholar] [CrossRef]
  13. Bø, K.; Artal, R.; Barakat, R.; Brown, W.; Davies, G.A.L.; Dooley, M.; Evenson, K.R.; Haakstad, L.A.H.; Henriksson-Larsen, K.; Kayser, B.; et al. Exercise and pregnancy in recreational and elite athletes: 2016 evidence summary from the IOC expert group meeting, Lausanne. Part 1—exercise in women planning pregnancy and those who are pregnant. Br. J. Sports Med. 2016, 50, 571–589. [Google Scholar] [CrossRef] [PubMed]
  14. Beetham, K.S.; Giles, C.; Noetel, M.; Clifton, V.; Jones, J.C.; Naughton, G. The effects of vigorous intensity exercise in the third trimester of pregnancy: A systematic review and meta-analysis. BMC Pregnancy Childbirth 2019, 19, 281. [Google Scholar] [CrossRef] [PubMed]
  15. Nakamura, A.; van der Waerden, J.; Melchior, M.; Bolze, C.; El-Khoury, F.; Pryor, L. Physical activity during pregnancy and postpartum depression: Systematic review and meta-analysis. J. Affect. Disord. 2019, 246, 29–41. [Google Scholar] [CrossRef]
  16. Fan, S.; Guan, J.; Cao, L.; Wang, M.; Zhao, H.; Chen, L.; Yan, L. Psychological effects caused by COVID-19 pandemic on pregnant women: A systematic review with meta-analysis. Asian J. Psychiatry 2021, 56, 102533. [Google Scholar] [CrossRef]
  17. Ishitsuka, K.; Nakayama, S.F.; Kishi, R.; Mori, C.; Yamagata, Z.; Ohya, Y.; Kawamoto, T.; Kamijima, M. Japan Environment and Children’s Study: Backgrounds, activities, and future directions in global perspectives. Environ. Health Prev. Med. 2017, 22, 61. [Google Scholar] [CrossRef]
  18. Kawamoto, T.; Nitta, H.; Murata, K.; Toda, E.; Tsukamoto, N.; Hasegawa, M.; Yamagata, Z.; Kayama, F.; Kishi, R.; Ohya, Y.; et al. Rationale and study design of the Japan environment and children’s study (JECS). BMC Public Health 2014, 14, 25. [Google Scholar] [CrossRef] [Green Version]
  19. Michikawa, T.; Nitta, H.; Nakayama, S.F.; Yamazaki, S.; Isobe, T.; Tamura, K.; Suda, E.; Ono, M.; Yonemoto, J.; Iwai-Shimada, M.; et al. Baseline Profile of Participants in the Japan Environment and Children’s Study (JECS). J. Epidemiol. 2018, 28, 99–104. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  20. Craig, C.L.; Marshall, A.L.; Sjöström, M.; Bauman, A.E.; Booth, M.L.; Ainsworth, B.E.; Pratt, M.; Ekelund, U.; Yngve, A.; Sallis, J.F.; et al. International Physical Activity Questionnaire: 12-Country Reliability and Validity. Med. Sci. Sports Exerc. 2003, 35, 1381–1395. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  21. Murase, N.; Katsumura, T.; Ueda, C.; Inoue, S.; Shimomitsu, T. International standardization of physical activity level: Reliability and validity study of the Japanese version of the International Physical Activity Questionnaire (IPAQ). J. Health Welf. Stat. 2003, 49, 1–9. [Google Scholar]
  22. Guidelines for Data Processing and Analysis of the International Physical Activity Questionnaire (IPAQ)—Short and Long Forms. Web Site. 2005. Available online: https://www.academia.edu/5346814/Guidelines_for_Data_Processing_and_Analysis_of_the_International_Physical_Activity_Questionnaire_IPAQ_Short_and_Long_Forms_Contents (accessed on 22 October 2021).
  23. Shibata, A.; Oka, K.; Nakamura, Y.; Muraoka, I. Recommended level of physical activity and health-related quality of life among Japanese adults. Health Qual. Life Outcomes 2007, 5, 64. [Google Scholar] [CrossRef] [Green Version]
  24. Tokuda, Y.; Okubo, T.; Ohde, S.; Jacobs, J.; Takahashi, O.; Omata, F.; Yanai, H.; Hinohara, S.; Fukui, T. Assessing Items on the SF-8 Japanese Version for Health-Related Quality of Life: A Psychometric Analysis Based on the Nominal Categories Model of Item Response Theory. Value Health 2009, 12, 568–573. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  25. Fukuhara, S.; Suzukamo, Y. Manual of the SF-8 Japanese Version; Institute for Health Outcomes and Process Evaluation Research: Kyoto, Japan, 2004. [Google Scholar]
  26. Gómez, L.F.; Moreno, J.; Gómez, O.L.; Carvajal, R.; Parra, D.C. Physical activity and health-related quality of life among adult women in Cali, Colombia: A cross-sectional study. Qual. Life Res. 2013, 22, 2351–2358. [Google Scholar] [CrossRef] [PubMed]
  27. Lang, L.; Zhang, L.; Zhang, P.; Li, Q.; Bian, J.; Guo, Y. Evaluating the reliability and validity of SF-8 with a large representative sample of urban Chinese. Health Qual. Life Outcomes 2018, 16, 55. [Google Scholar] [CrossRef] [Green Version]
  28. Roberts, B.; Browne, J.; Ocaka, K.F.; Oyok, T.; Sondorp, E. The reliability and validity of the SF-8 with a conflict-affected population in northern Uganda. Health Qual. Life Outcomes 2008, 6, 108. [Google Scholar] [CrossRef] [Green Version]
  29. Onagbiye, S.O.; Moss, S.J.; Cameron, M. Validity and reliability of the Setswana translation of the Short Form-8 health-related quality of life health survey in adults. Health SA Gesondheid 2018, 23, 1092. [Google Scholar] [CrossRef]
  30. Wirtz, M.A.; Schulz, A.; Brähler, E. Confirmatory and bi-factor analysis of the Short Form Health Survey 8 (SF-8) scale structure in a German general population sample. Health Qual. Life Outcomes 2021, 19, 73. [Google Scholar] [CrossRef]
  31. Tendais, I.; Figueiredo, B.; Mota, J.; Conde, A. Physical activity, health-related quality of life and depression during pregnancy. Cad. Saúde Pública 2011, 27, 219–228. [Google Scholar] [CrossRef]
  32. Bull, F.C.; Al-Ansari, S.S.; Biddle, S.; Borodulin, K.; Buman, M.P.; Cardon, G.; Carty, C.; Chaput, J.-P.; Chastin, S.; Chou, R.; et al. World Health Organization 2020 guidelines on physical activity and sedentary behaviour. Br. J. Sports Med. 2020, 54, 1451–1462. [Google Scholar] [CrossRef]
  33. Ishikawa-Takata, K.; Tabata, I. Exercise and physical activity reference for health promotion 2006 (EPAR2006). J. Epidemiol. 2007, 17, 177. [Google Scholar] [CrossRef]
  34. Petrovic, D.; Perovic, M.; Lazovic, B.; Pantic, I. Association between walking, dysphoric mood and anxiety in late pregnancy: A cross-sectional study. Psychiatry Res. 2016, 246, 360–363. [Google Scholar] [CrossRef]
  35. Landolfi, E. Exercise Addiction. Sports Med. 2013, 43, 111–119. [Google Scholar] [CrossRef] [PubMed]
  36. Levit, M.; Weinstein, A.; Weinstein, Y.; Tzur-Bitan, D.; Weinstein, A. A study on the relationship between exercise addiction, abnormal eating attitudes, anxiety and depression among athletes in Israel. J. Behav. Addict. 2018, 7, 800–805. [Google Scholar] [CrossRef]
  37. Berghella, V.; Saccone, G. Exercise in pregnancy! Am. J. Obstet. Gynecol. 2017, 216, 335–337. [Google Scholar] [CrossRef] [PubMed]
  38. Daley, A.; Jolly, K.; MacArthur, C. The effectiveness of exercise in the management of post-natal depression: Systematic review and meta-analysis. Fam. Pract. 2009, 26, 154–162. [Google Scholar] [CrossRef] [Green Version]
  39. Pivarnik, J.M.; Szymanski, L.M.; Conway, M.R. The Elite Athlete and Strenuous Exercise in Pregnancy. Clin. Obstet. Gynecol. 2016, 59, 613–619. [Google Scholar] [CrossRef] [PubMed]
  40. Tenforde, A.S.; Toth, K.E.S.; Langen, E.; Fredericson, M.; Sainani, K.L. Running Habits of Competitive Runners During Pregnancy and Breastfeeding. Sports Health A Multidiscip. Approach 2015, 7, 172–176. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  41. Nakahara, K.; The Japan Environment and Children’s Study Group; Michikawa, T.; Morokuma, S.; Ogawa, M.; Kato, K.; Sanefuji, M.; Shibata, E.; Tsuji, M.; Shimono, M.; et al. Influence of physical activity before and during pregnancy on infant’s sleep and neurodevelopment at 1-year-old. Sci. Rep. 2021, 11, 8099. [Google Scholar] [CrossRef]
Ijerph 18 11373 g001 550
Figure 1. Flowchart of participant inclusion for statistical analysis.
Figure 1. Flowchart of participant inclusion for statistical analysis.
Ijerph 18 11373 g001
Table
Table 1. Items and categories for potential confounders.
Table 1. Items and categories for potential confounders.
Variables and Categoriesn = 82,919
n(%)
Age at pregnancy
<20941(1.1)
20–2933,120(39.9)
30–3944,607(53.8)
≥402708(3.3)
Missing1543(1.9)
Annual household income (million Japanese yen)
<24249(5.1)
2–426,100(31.5)
4–624,652(29.7)
6–811,742(14.2)
8–104869(5.9)
≥103184(3.8)
Missing8123(9.8)
Mother’s final academic background
Junior high school3781(4.6)
High school25,637(30.9)
Higher professional school1322(1.6)
Technical college18,243(22.0)
Two-year college13,916(16.8)
Four-year college16,102(19.4)
Graduate school1145(1.4)
Missing2773(3.3)
Marital status
Married77,551(93.5)
Single2863(3.5)
Divorced or Widowed637(0.8)
Missing1868(2.3)
Causing stressful events of the past year
No45,771(55.2)
Yes34,271(41.3)
Missing2877(3.5)
Experience of domestic violence during pregnancy
No68,934(83.1)
Yes11,153(13.5)
Missing2832(3.4)
Undergoing fertility treatment
No74,479(89.8)
Yes6531(7.9)
Missing1909(2.3)
Number of pregnancies before current pregnancy
024,334(29.3)
128,093(33.9)
217,093(20.6)
≥312,703(15.3)
Missing696(0.8)
Experience of miscarriage or stillbirth before current pregnancy
No55,884(67.4)
Yes25,671(31.0)
Missing1364(1.6)
BMI 1 in the first trimester
<18.513,439(16.2)
18.5–24.960,349(72.8)
25.0–29.96359(7.7)
30.0–34.91399(1.7)
≥35342(0.4)
Missing1031(1.2)
BMI in the second to third trimesters
<18.52087(2.5)
18.5–24.961,390(74.0)
25.0–29.913,824(16.7)
30.0–34.92256(2.7)
≥35433(0.5)
Missing2929(3.5)
Employment status in the first trimester
No29,362(35.4)
Yes48,785(58.8)
Missing4772(5.8)
Employment status in the second to third trimesters
No36,788(44.4)
Yes42,189(50.9)
Missing3942(4.8)
1 BMI: Body mass index.
Table
Table 2. Relationship between physical activity before pregnancy and physical and mental health in the first trimester.
Table 2. Relationship between physical activity before pregnancy and physical and mental health in the first trimester.
PA Levels
before Pregnancy		Categories
(min/wk)		Poorer Physical Health in the First TrimesterPoorer Mental Health in the First Trimester
OR 1 (95% CI) 2AOR 3 (95% CI)AOR (MI) 4 (95% CI)OR 1 (95% CI) 2AOR 3 (95% CI)AOR (MI) 4 (95% CI)
Time spent walking (3.3 METs)<10– – – – – –
10–1801.125(1.080–1.172)1.079(1.031–1.129)1.087(1.043–1.133)0.991(0.953–1.030)1.033(0.989–1.079)1.010(0.970–1.051)
180–3601.078(1.025–1.134)1.026(0.970–1.085)1.044(0.992–1.099)0.988(0.942–1.037)1.020(0.967–1.076)1.006(0.957–1.057)
360–5400.990(0.929–1.054)0.956(0.892–1.026)0.969(0.909–1.033)0.929(0.875–0.988)0.976(0.912–1.045)0.934(0.877–0.994)
540–7201.082(0.986–1.186)1.064(0.962–1.177)1.069(0.974–1.173)0.961(0.880–1.050)0.960(0.872–1.058)0.953(0.872–1.043)
720–9000.997(0.917–1.083)1.029(0.938–1.128)0.989(0.910–1.076)0.966(0.891–1.048)0.989(0.904–1.081)0.950(0.875–1.032)
900–10801.030(0.960–1.106)1.021(0.946–1.103)1.038(0.967–1.115)1.079(1.007–1.157)1.048(0.971–1.131)1.035(0.964–1.111)
1080–12601.037(0.971–1.107)1.042(0.970–1.119)1.042(0.976–1.113)1.063(0.997–1.133)1.040(0.970–1.116)1.014(0.951–1.083)
Time spent on moderate PA 5 (4.0 METs)<10– – – – – –
10–1801.106(1.059–1.156)1.083(1.032–1.136)1.100(1.053–1.150)1.028(0.987–1.071)1.029(0.984–1.077)1.041(0.998–1.086)
180–3601.059(0.997–1.125)1.078(1.010–1.152)1.081(1.018–1.149)1.055(0.996–1.117)1.032(0.968–1.099)1.055(0.995–1.118)
360–5401.017(0.938–1.104)1.049(0.958–1.147)1.051(0.968–1.141)1.088(1.005–1.178)1.065(0.975–1.164)1.071(0.988–1.161)
540–7201.091(0.983–1.210)1.147(1.023–1.285)1.121(1.010–1.244)1.105(0.999–1.222)1.089(0.975–1.216)1.080(0.975–1.196)
720–9001.021(0.922–1.131)1.054(0.943–1.179)1.076(0.970–1.193)1.175(1.061–1.301)1.126(1.007–1.260)1.126(1.015–1.249)
900–10801.014(0.934–1.101)1.007(0.922–1.100)1.038(0.955–1.127)1.183(1.089–1.285)1.105(1.010–1.208)1.120(1.030–1.218)
1080–12600.960(0.869–1.060)1.008(0.904–1.124)1.005(0.910–1.111)1.035(0.938–1.141)0.938(0.842–1.046)0.971(0.878–1.073)
Time spent on vigorous PA 6
(8.0 METs)		<10– – – – – –
10–1801.018(0.958–1.081)0.990(0.927–1.057)0.988(0.930–1.050)1.117(1.054–1.184)1.106(1.038–1.178)1.087(1.025–1.153)
180–3600.908(0.830–0.993)0.880(0.798–0.970)0.897(0.819–0.981)1.127(1.031–1.232)1.082(0.980–1.193)1.072(0.979–1.174)
360–5400.992(0.864–1.139)0.974(0.838–1.133)0.996(0.867–1.144)1.284(1.117–1.475)1.256(1.077–1.466)1.218(1.057–1.402)
540–7200.902(0.753–1.079)0.901(0.739–1.099)0.914(0.763–1.095)1.351(1.119–1.630)1.244(1.011–1.531)1.247(1.031–1.509)
720–9001.074(0.882–1.308)1.192(0.955–1.486)1.161(0.952–1.415)1.511(1.231–1.853)1.410(1.121–1.774)1.376(1.118–1.693)
900–10800.915(0.803–1.043)0.948(0.821–1.094)0.961(0.842–1.096)1.509(1.310–1.739)1.364(1.167–1.594)1.373(1.189–1.585)
1080–12600.626(0.508–0.771)0.626(0.496–0.789)0.672(0.545–0.829)1.467(1.160–1.857)1.214(0.934–1.580)1.239(0.976–1.574)
1 OR: Crude odds ratio. 2 95% CI: 95% Confidence interval. 3 AOR: Odds ratio adjusted by age, family income, educational level, marital status, experience of stressful events in the past year, domestic violence during pregnancy, undergoing fertility treatment, number of previous pregnancies, number of miscarriages, induced abortions and stillbirths, BMI in early pregnancy, and work status during early pregnancy. 4 AOR (MI): Adjusted OR scored using multiple imputed data. 5 Moderate PA: Moderate-intensity physical activity. 6 Vigorous PA: Vigorous-intensity physical activity.
Table
Table 3. Relationship between physical activity levels in the second to third trimesters and physical and mental health.
Table 3. Relationship between physical activity levels in the second to third trimesters and physical and mental health.
PA Levels during PregnancyCategories (min/wk)Poorer Physical Health in the Second to Third TrimestersPoorer Mental Health in the Second to Third Trimesters
OR 1 (95% CI) 2AOR 3 (95% CI)AOR (MI) 4 (95% CI)OR 1 (95% CI) 2AOR 3 (95% CI)AOR (MI) 4 (95% CI)
Time spent walking (3.3 METs)<10– – – – – –
10–1800.968(0.929–1.008)0.986(0.943–1.031)0.987(0.947–1.029)0.919(0.887–0.952)0.933(0.897–0.970)0.932(0.899–0.967)
180–3600.888(0.845–0.933)0.911(0.863–0.962)0.912(0.868–0.959)0.859(0.822–0.897)0.885(0.843–0.929)0.866(0.828–0.906)
360–5400.886(0.831–0.944)0.920(0.857–0.987)0.914(0.857–0.975)0.880(0.831–0.931)0.881(0.827–0.938)0.878(0.829–0.931)
540–7200.840(0.765–0.922)0.863(0.780–0.956)0.858(0.782–0.942)0.905(0.833–0.983)0.884(0.806–0.969)0.888(0.816–0.967)
720–9000.854(0.778–0.937)0.861(0.778–0.954)0.866(0.789–0.952)0.899(0.827–0.976)0.850(0.775–0.932)0.855(0.786–0.932)
900–10800.931(0.852–1.017)0.943(0.855–1.039)0.917(0.839–1.003)0.976(0.903–1.055)0.982(0.901–1.070)0.964(0.890–1.045)
1080–12600.881(0.811–0.957)0.868(0.793–0.950)0.876(0.806–0.952)0.958(0.890–1.032)0.923(0.851–1.002)0.948(0.879–1.022)
Time spent on moderate PA 5 (4.0 METs)<10- - - - - -
10–1801.003(0.951–1.058)0.990(0.934–1.049)0.987(0.935–1.042)1.017(0.970–1.065)0.983(0.933–1.035)0.983(0.937–1.031)
180–3600.966(0.892–1.046)0.952(0.873–1.037)0.961(0.887–1.041)1.151(1.072–1.236)1.086(1.004–1.174)1.094(1.018–1.177)
360–5401.046(0.937–1.167)1.074(0.952–1.211)1.051(0.941–1.173)1.098(0.997–1.208)0.997(0.897–1.109)1.008(0.914–1.112)
540–7201.142(0.995–1.312)1.106(0.953–1.283)1.136(0.988–1.305)1.182(1.050–1.332)1.163(1.020–1.326)1.123(0.994–1.268)
720–9001.147(1.001–1.315)1.129(0.974–1.308)1.137(0.991–1.305)1.088(0.968–1.223)1.015(0.892–1.154)0.990(0.877–1.116)
900–10801.092(0.975–1.224)1.061(0.938–1.200)1.053(0.940–1.181)1.138(1.031–1.256)1.059(0.950–1.180)1.069(0.966–1.183)
1080–12601.008(0.884–1.149)1.025(0.888–1.183)1.010(0.885–1.153)1.372(1.218–1.544)1.242(1.090–1.416)1.226(1.085–1.384)
Time spent on vigorous PA 6 (8.0 METs)<10- - - - - -
10–1800.919(0.809–1.044)0.914(0.795–1.051)0.923(0.812–1.050)1.409(1.254–1.583)1.250(1.099–1.423)1.224(1.086–1.379)
180–3601.073(0.842–1.368)1.208(0.920–1.585)1.110(0.870–1.417)1.469(1.184–1.822)1.270(0.999–1.616)1.271(1.019–1.585)
360–5401.135(0.802–1.606)1.150(0.785–1.684)1.138(0.805–1.610)1.648(1.210–2.244)1.341(0.951–1.892)1.350(0.982–1.856)
540–7200.905(0.636–1.288)0.939(0.641–1.375)0.921(0.647–1.311)1.734(1.242–2.421)1.497(1.040–2.153)1.490(1.065–2.085)
720–9001.173(0.798–1.725)1.101(0.726–1.670)1.211(0.823–1.783)1.881(1.329–2.664)1.585(1.077–2.332)1.749(1.226–2.497)
900–10800.959(0.707–1.302)0.934(0.669–1.302)0.979(0.720–1.331)1.737(1.305–2.312)1.501(1.093–2.061)1.488(1.110–1.994)
1080–12600.699(0.422–1.160)0.732(0.407–1.315)0.700(0.421–1.166)2.179(1.268–3.747)1.550(0.844–2.847)1.873(1.076–3.261)
1 OR: Crude odds ratio. 2 95% CI: 95% Confidence interval. 3 AOR: Odds ratio adjusted by age, family income, educational level, marital status, experience of stressful events in the past year, domestic violence during pregnancy, undergoing fertility treatment, number of previous pregnancies, number of miscarriages, induced abortions and stillbirths, BMI in the second and third trimesters, and work status in the second and third trimesters. 4 AOR (MI): Adjusted OR scored using multiple imputed data. 5 Moderate PA: Moderate-intensity physical activity. 6 Vigorous PA: Vigorous-intensity physical activity.
Table
Table 4. Relationship between changing physical activity levels during pregnancy and physical and mental health in the second to third trimesters.
Table 4. Relationship between changing physical activity levels during pregnancy and physical and mental health in the second to third trimesters.
Change in PA Levels 1Difference in PA Levels 2 (MET-min/wk)Poorer Physical Health in the Second to Third TrimestersPoorer Mental Health in the Second to Third Trimesters
OR 3 (95% CI) 4AOR 5 (95% CI)AOR (MI) 6 (95% CI)OR 3 (95% CI) 4AOR 5 (95% CI)AOR (MI) 6 (95% CI)
No Change±0.5 SD (−1945.5–486.8)– – – – – –
Increased0.5–1.0 SD (486.8–1703.0)0.891(0.845–0.940)0.910(0.859–0.963)0.906(0.859–0.955)0.971(0.926–1.017)0.953(0.905–1.004)0.944(0.899–0.990)
1.0–1.5 SD (1703.0–2919.2)0.891(0.815–0.973)0.882(0.801–0.972)0.887(0.811–0.969)1.186(1.095–1.284)1.047(0.958–1.143)1.100(1.013–1.194)
1.5–2.0 SD (2919.2–4135.4)0.996(0.889–1.117)1.029(0.908–1.167)0.978(0.871–1.097)1.157(1.047–1.278)1.076(0.964–1.202)1.073(0.969–1.189)
≥2.0 SD (≥4135.4)0.901(0.796–1.019)0.909(0.794–1.041)0.903(0.797–1.022)1.503(1.342–1.684)1.225(1.081–1.388)1.313(1.169–1.473)
Decreased−0.5–−1.0 SD (−1945.5–−3161.7)1.080(1.014–1.149)1.119(1.046–1.198)1.106(1.039–1.178)1.124(1.065–1.186)1.076(1.014–1.141)1.070(1.013–1.131)
−1.0–−1.5 SD (−3161.7–−4377.9)1.065(0.987–1.150)1.092(1.005–1.188)1.102(1.021–1.190)1.192(1.116–1.273)1.125(1.046–1.211)1.115(1.042–1.193)
−1.5–−2.0 SD (−4377.9–−5594.1)1.116(0.997–1.248)1.246(1.099–1.412)1.162(1.039–1.301)1.260(1.145–1.386)1.128(1.013–1.255)1.150(1.042–1.269)
≤−2.0 SD (≤−5594.1)1.010(0.933–1.094)1.142(1.044–1.249)1.100(1.015–1.193)1.553(1.447–1.668)1.303(1.202–1.412)1.333(1.239–1.435)
1 Change in PA levels: Changing physical activity levels during pregnancy. 2 Difference in PA levels: Difference in total MET-min/wk before pregnancy and in the second and third trimesters. 3 OR: Crude odds ratio. 4 95% CI: 95% Confidence interval. 5 AOR: Odds ratio adjusted by age, family income, educational level, marital status, experience of stressful events in the past year, domestic violence during pregnancy, undergoing fertility treatment, number of previous pregnancies, number of miscarriages, induced abortions and stillbirths, BMI in the second and third trimesters, and work status in the second and third trimesters. 6 AOR (MI): Adjusted OR scored using multiple imputed data.
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Yamada, Y.; Ebara, T.; Matsuki, T.; Kano, H.; Tamada, H.; Kato, S.; Sato, H.; Sugiura-Ogasawara, M.; Saitoh, S.; Kamijima, M.; et al. Relationship between Physical Activity and Physical and Mental Health Status in Pregnant Women: A Prospective Cohort Study of the Japan Environment and Children’s Study. Int. J. Environ. Res. Public Health 2021, 18, 11373. https://doi.org/10.3390/ijerph182111373

AMA Style

Yamada Y, Ebara T, Matsuki T, Kano H, Tamada H, Kato S, Sato H, Sugiura-Ogasawara M, Saitoh S, Kamijima M, et al. Relationship between Physical Activity and Physical and Mental Health Status in Pregnant Women: A Prospective Cohort Study of the Japan Environment and Children’s Study. International Journal of Environmental Research and Public Health. 2021; 18(21):11373. https://doi.org/10.3390/ijerph182111373

Chicago/Turabian Style

Yamada, Yasuyuki, Takeshi Ebara, Taro Matsuki, Hirohisa Kano, Hazuki Tamada, Sayaka Kato, Hirotaka Sato, Mayumi Sugiura-Ogasawara, Shinji Saitoh, Michihiro Kamijima, and et al. 2021. "Relationship between Physical Activity and Physical and Mental Health Status in Pregnant Women: A Prospective Cohort Study of the Japan Environment and Children’s Study" International Journal of Environmental Research and Public Health 18, no. 21: 11373. https://doi.org/10.3390/ijerph182111373

APA Style

Yamada, Y., Ebara, T., Matsuki, T., Kano, H., Tamada, H., Kato, S., Sato, H., Sugiura-Ogasawara, M., Saitoh, S., Kamijima, M., & on behalf of the Japan Environment and Children’s Study (JECS) Group. (2021). Relationship between Physical Activity and Physical and Mental Health Status in Pregnant Women: A Prospective Cohort Study of the Japan Environment and Children’s Study. International Journal of Environmental Research and Public Health, 18(21), 11373. https://doi.org/10.3390/ijerph182111373

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