Next Article in Journal
A Retrospective Cohort Study of the Association between Serum Osteopontin Levels and Aortic Stiffness in Hypertensive Patients
Next Article in Special Issue
Evaluation of Residents’ Timing of Return to or New Settlement in Kawauchi Village, at 10 Years after the Fukushima Daiichi Nuclear Power Plant Accident
Previous Article in Journal
Assessing the Radiological Risks Associated with High Natural Radioactivity of Microgranitic Rocks: A Case Study in a Northeastern Desert of Egypt
Previous Article in Special Issue
Health and Medical Issues in the Area Affected by Fukushima Daiichi Nuclear Power Plant Accident
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

The Association between Parenting Confidence and Later Child Mental Health in the Area Affected by the Fukushima Nuclear Disaster: The Fukushima Health Management Survey

1
Radiation Medical Science Center for Fukushima Health Management Survey, Fukushima Medical University, Fukushima 960-1295, Japan
2
Department of Disaster Psychiatry, School of Medicine, Fukushima Medical University, Fukushima 960-1295, Japan
3
Department of Public Health, School of Medicine, Fukushima Medical University, Fukushima 960-1295, Japan
4
Department of Neuropsychiatry, School of Medicine, Fukushima Medical University, Fukushima 960-1295, Japan
5
Department of Epidemiology, School of Medicine, Fukushima Medical University, Fukushima 960-1295, Japan
6
Research Institute for Radiation Biology and Medicine, Hiroshima University, Fukushima 960-1295, Japan
*
Author to whom correspondence should be addressed.
Int. J. Environ. Res. Public Health 2022, 19(1), 476; https://doi.org/10.3390/ijerph19010476
Submission received: 24 November 2021 / Revised: 27 December 2021 / Accepted: 30 December 2021 / Published: 2 January 2022

Abstract

:
After the 2011 Fukushima Daiichi Nuclear Power Station accident, the Fukushima Health Management Survey was conducted to assess children’s lifestyle and mental health conditions. The participants in this study were 1126 children, aged 0 to 3 years, living in the evacuation zone at the time of the disaster. The parenting confidence of their mothers was assessed using a self-administered questionnaire as a baseline in 2013. We examined the association of parenting confidence level at baseline, using a total difficulty score of the Strengths and Difficulties Questionnaire (SDQ) and reluctance to attend school among children in a follow-up study in 2016 and 2017. As a result, no confidence was reported by 178 (15.8%) mothers, while 477 (42.4%) responded with “not sure” and 471 (41.8%) were confident. In the multiple logistic analysis, after adjusting for covariates such as the child’s sex, age, and current health condition, the group lacking parenting confidence demonstrated a significantly higher risk level for SDQ total difficulties (OR, 2.8; 95% CI, 1.59–4.93) and reluctance to attend school (OR = 1.98, 95% CI: 1.24–3.18) than the confident mothers. After a major disaster, which can have long-term effects on communities, intensive psychological care for mothers with young children is needed to prevent various mental health problems in their children.

1. Introduction

Disasters make parenting practices difficult by changing living environments, such as through home damage and lack of utilities, and by deteriorating family functioning, which is characterized by disrupted family communications [1,2,3] and poor parenting [4]. Reduced parenting quality after a disaster, which can be characterized by insufficient attention, support, and care for children [5], was identified as a major risk factor for post-traumatic stress disorder (PTSD) in children, as a result of various types of natural and man-made disasters [6]. Conversely, when mothers’ functioning is sustained at a higher level, it buffers the negative impacts of disasters on child mental health [7]. The importance of the link between parental conditions and children’s mental health after a disaster indicates that the retention and reinforcement of parental functioning is a critical component of the well-being of children.
After the Fukushima nuclear disaster, many residents were evacuated, both involuntarily and voluntarily. Two years after the disaster, 20–40% of families who had been evacuated by a governmental order were still separated from family members with whom they had lived [8,9]. Several families with children chose to evacuate only mothers and children voluntarily, while leaving the fathers at home to avoid loss of income [10,11]. In addition to family separation, evacuation deprived mothers of supportive resources, burdening them with the increased stress of raising children while adapting to a new environment. Evacuated mothers reported feeling isolated and struggled with the increased burden of child rearing, as the people on whom they typically relied for childcare were no longer available [12,13]. Not surprisingly, evacuation increased the complexity of raising children by destabilizing and complicating the living environments of these families, including mothers’ emotional conditions [14]; moreover, evacuation may have led to the deterioration of children’s mental health, as shown by higher rates of mental health problems in the children from the evacuation zones [15].
Parenting confidence is defined as caregivers’ perception of their ability to care for and understand their children, and is one of the key factors in healthy parent–child relationships [16]. Higher maternal confidence is associated with the healthy development of their children, both physically and mentally, including children’s cognitive ability, motor skills, and autonomic stability, as well as superior adaptive behaviors and fewer disruptive behaviors [17,18,19,20]. Caregivers’ confidence influences their parenting practices. Mothers who reported a lack of confidence in raising their child tended to employ dysfunctional or poor parenting practices [21,22], which could be associated with various child psychological maladaptations, including externalizing problems [23], attention deficit hyperactivity disorder [24], and conduct problems [25]. Hence, lower parenting confidence has been linked to child mental health problems due to dysfunctional parenting practices [26,27].
Parenting confidence was found to be influenced by parental mental health conditions. Lower parenting confidence is associated with depressive symptoms in postpartum mothers [28,29] and in mothers with serious mental illnesses, such as bipolar disorder and schizophrenia [30]. After disasters, many Japanese mothers with young children reported difficulties with child-rearing [31]. They also reported a sense of guilt derived from raising children with unstable mental conditions and the inability to manage their children [32]. Furthermore, declined parenting confidence and its connection with poor mental health conditions were identified among mothers in Fukushima [33].
Despite some research that investigated parental conditions including the deterioration of parenting confidence [34] and child mental health [15] after the Fukushima nuclear disasters, to the best of our knowledge, only a small number of studies utilized a longitudinal design to prospectively examine the association between parenting confidence and child mental health problems that emerged several years later. As the nuclear disaster exerted long-term effects on the mental health of parents and children [35], it is important to empirically reveal its lasting impact on child mental health. Thus, in this study, we examined how maternal parenting confidence during the first three years of their child’s life influenced mental health conditions in their children three or four years later in people affected by the Fukushima nuclear disaster by using a longitudinal research design. We hypothesized that a lack of parenting confidence in mothers would predict greater mental health problems several years later, such that children with unconfident mothers in 2013 would be more likely to experience emotional and behavioral issues at the clinical level three or four years later. We also hypothesized that mothers’ lack of parenting confidence would be associated with their children’s school attendance problems, and that the children of unconfident mothers would exhibit reluctance to attend school three or four years later.

2. Materials and Methods

2.1. Study Design

The Mental Health and Lifestyle Survey is a part of the Fukushima Health Management Survey, which seeks to assess the mental and physical health conditions of the residents affected by the nuclear disaster, as well as to provide necessary care. The details of the survey have been explained elsewhere [36]. The target area encompassed ten municipalities from which all residents were evacuated, as well as three municipalities from which residents in selected areas were evacuated: Hirono, Naraha, Tomioka, Kawauchi, Okuma, Futaba, Namie, Katsurao, Iitate, Minamisoma, Tamura, and part of Date City.
A self-administered questionnaire packet was mailed to each member of the target population from the aforementioned area every year from 2012. The filled questionnaires were returned via mail to the research team. The current longitudinal study defined the data collection in 2013 as the baseline and the data collected in 2016 and 2017 as the follow-up.

2.2. Participants

The target population of the current study was a total of 4625 children aged zero to three years as of 2 April 2012, and living in one of the 13 municipalities in the coastal area of Fukushima, which were the targets of the Mental Health and Lifestyle Survey.
The baseline data in the current study were collected in 2013. A questionnaire packet was mailed to the target population, and a total of 2143 parents/guardians filled and returned the questionnaires (response rate: 46.3%). Among these, 132 questionnaires were not completed by mothers and 3 participants did not provide an answer to the item on parenting confidence, resulting in a total of 2008 valid responses. A follow-up study was conducted in 2016 and 2017 by mailing a questionnaire packet to the target sample again to assess the mental health conditions of the children. Of the participants with valid responses at baseline, 1127 returned the questionnaire packet in the follow-up study (follow-up rate: 52.6%), about three or four years after the baseline. Excluding one case with missing data on child mental health, 1126 cases were included in the statistical analyses. The flow chart of the sample is shown in Figure 1.

2.3. Measures

2.3.1. Baseline Assessment

At the baseline (2013), we inquired about parenting confidence as a predictor and the participants’ characteristics as covariates. Parenting confidence was assessed through one item asking, “are there any moments when you don’t feel confident about child rearing?” The participants answered with either “yes,” “no,” or “not sure.” The original question asked about the absence of parenting confidence; the participants who did not feel confident in child-rearing answered “yes,” whereas those who were confident selected “no.” Those who could not decide between “yes” and “no” marked “not sure.” The validity of this question item was indicated by its association with parenting and general self-efficacy [21]. To simplify the interpretation of the analyses and results, we reversed the coding of the answers so that their responses corresponded with the presence of their confidence in parenting (i.e., “yes” = confident, “no” = not confident), while the “not sure” response remained as it was. In addition, the characteristics of the participants, such as the child’s age, sex, stunting, current health condition, sleep duration, hospitalization history, and evacuation location were collected as covariates at baseline. Stunting was defined as either a height or weight of two standard deviations or more below the child growth standards [37]. Evacuation location was defined as the residential location either outside of or in the Fukushima prefecture in 2013.

2.3.2. Follow-Up Assessment

In the follow-up (2016 or 2017), the mental health conditions of the children were defined as the main outcome, measured using the parent version of the Strengths and Difficulties Questionnaire (SDQ) [38] and a question on reluctance in going to school. The SDQ consists of 25 items, in which parents/caregivers report on how their child has been during the six previous months, assessing the psychopathology as well as the positive strengths of children from the age of four to sixteen years. The respondents answered on a 3 point Likert scale (0 = not true, 1 = somewhat true, 2 = definitely true). The questionnaire comprised five subscales: (1) emotional symptoms, which reflect anxiety and mood problems (e.g., “many fears, easily scared”); (2) conduct problems, which tap into behavior issues, such as tantrums and misbehavior (e.g., “often lies or cheats”); (3) hyperactivity/inattention, which describe overactive tendency and attention problems (i.e., “easily distracted, concentration wanders”); (4) peer relationship problems, which include items regarding interactions and relationships with other children (e.g., “rather solitary, prefers to play alone”); and (5) prosocial behavior, which assesses positive social behaviors (e.g., “often offers to help others”). Each subscale contains five question items, and each subscale’s score ranges from 0 to 10.
The total difficulty score was calculated by summing the scores for emotional symptoms, conduct problems, hyperactivity/inattention, and peer problems. The scores ranged from 0 to 40, based on 20 items. The high-risk groups that fell in the clinical ranges were defined by the respective cutoff scores of total difficulties and each subscale’s score (total difficulties ≥16, emotional symptoms >5, conduct problems >5, hyperactivity-inattention >7, peer problems >5, and prosocial behavior <5). The validity and internal consistency of the Japanese version of the SDQ have been demonstrated [39,40]. In addition, the test-retest reliability was good except for the peer problems scale: 0.82 for total difficulties, 0.77 for emotional symptoms, 0.73 for conduct problems, 0.77 for hyperactivity, 0.58 for peer problems, and 0.78 for prosocial behavior [41]. The participating children were aged 4–7 years when their mothers completed the SDQ. Moreover, given the validated target age range of the measure, SDQ was not administered at baseline when the participating children were aged 0–3 years.
Children’s reluctance to attend school was assessed as another index of children’s mental health conditions in 2016 and 2017. One question item asked, “Has your child ever expressed reluctance in going to school?” Mothers with children who were below the age of elementary school were asked about their child’s attendance at kindergarten or daycare. The participants answered with either “no,” “yes,” or “not enrolled in kindergarten or daycare.” Mothers with elementary-school-aged children answered with either “no” or “yes.” While “no” and “yes” were coded as 0 and 1 respectively, the cases with the answer “not enrolled in kindergarten or daycare” were coded as missing.

2.4. Ethics

The protocol of the current study was approved by the Ethics Committee of Fukushima Medical University (No. 2020–239). A written explanation of the study protocol comprising the following was provided to the participants: (1) the voluntary nature of participation, (2) option to withdraw from the study at any time, (3) no disadvantage associated with refusal of or withdrawal from participation, and (4) the protection of the participants’ identifiable data. Returning a questionnaire was considered consent for participation in the study. The dataset used in the current study did not contain any identifiable information.

2.5. Statistical Analysis

First, we categorized the participants into two groups based on the SDQ total difficulties scores (i.e., high-risk group ≥ 16; low-risk group < 16) measured in the follow-up of 2016/17 and compared the means and frequencies of the demographic characteristics assessed in the baseline of 2013 between the groups using t-test or chi-square test. Second, logistic regression analyses were performed between parenting confidence in 2013 and SDQ total difficulty as well as reluctance to attend school in 2016/17, with adjustment for children’s age and sex. Third, we conducted multiple logistic regression analyses of parenting confidence in 2013 on SDQ total difficulty and reluctance to attend school in 2016/17, adjusted for child’s sex, age, stunting, current health condition, sleep duration, hospitalization history, and evacuation location. Fourth, multiple logistic regression analyses for the five SDQ subscales in 2016/17 were conducted with adjustment for the same covariates. For missing values, we used listwise deletion, which resulted in varied sample sizes for different statistical analyses.
All the statistical analyses were conducted using IBM SPSS Statistics for Windows (version 26.0; IBM Corp, Armonk, NY, USA). The level of statistical significance was set at p < 0.05 (two-tailed).

3. Results

The participants’ characteristics are summarized in Table 1. Among a total of 1126 mothers, 107 (9.5%) mothers had children categorized in the SDQ high-risk group (SDQ total difficulties score ≥16), while 1019 (90.5%) mothers had children in the SDQ low-risk group. Regarding parenting confidence, in the SDQ high-risk group, 26.2%, 45.8%, and 28.0% reported confidence, not sure, and not confident, respectively; meanwhile, 43.5%, 42.0%, and 14.5% were found in the SDQ low-risk group, respectively. The high-risk group included significantly more mothers who reported not being confident (28.0% vs. 14.5%) and fewer mothers who reported being confident (26.2% vs. 43.5%) than the low-risk group (χ2 = 18.4, df = 2, p < 0.001). Significantly more children in the SDQ high-risk group were rated poorly (poor or very poor: 2.8% vs. 1.7%; χ2 = 9.83, df = 2, p = 0.007) for their health conditions and had been hospitalized (32.7% vs. 23.7%; χ2 = 4.25, df =1, p = 0.039) compared to the low-risk group. In addition, the children in the high-risk group were more likely to be reluctant to attend school (n = 34, 31.8%) than those in the low-risk group (n = 134, 13.2%; χ2 = 26.17, df = 1, p < 0.001). No significant differences were found in children’s age, sex, stunting, and evacuation location.
The results of the multiple logistic regressions for SDQ total difficulties and reluctance to attend school are shown in Table 2. In the model with adjustment for children’s age and sex, the children of mothers lacking parenting confidence (OR = 3.24, 95% CI: 1.87–5.62) and unsure about their confidence (OR = 1.81, 95% CI: 1.11–2.93) displayed a significantly higher risk for emotional and behavioral problems. After adjusting for the child’s age, sex, stunted current health condition, sleep duration, hospitalization history, and evacuation location, the multivariable-adjusted ORs of non-confident mothers (OR = 2.75, 95% CI: 1.56–4.84) and not-sure mothers (OR = 1.65, 95% CI: 1.01–2.70) for the SDQ high-risk group remained significantly higher than those of confident mothers. These results were consistent with our hypothesis that a lack of parenting confidence in mothers would be associated with a high risk of emotional and behavioral problems in children at the clinical level three or four years later.
For reluctance to attend school, our hypothesis that mothers’ lack of parenting confidence would predict their children’s school attendance problems was also supported. In the model adjusted for the children’s age and sex, the children of unconfident mothers and mothers who were not sure demonstrated significantly higher multivariable-adjusted ORs of 2.24 (95% CI: 1.42–3.54) and 1.50 (95% CI: 1.02–2.19) for the risk of reluctance to attend, compared to those of confident mothers. After adjusting for all the covariates, only the multivariable-adjusted OR of not confident mothers (OR = 1.99, 95% CI: 1.24–3.20) remained significantly higher compared to those of confident mothers. Mothers who reported not being confident at parenting in 2013 were more likely to have children suffering from mental and behavioral issues measured using SDQ as well as reluctance to attend school three or four years later, even after ruling out the effect of the child’s age, sex, stunting, current health condition, sleep duration, hospitalization history, and evacuation location. In addition, mothers who were unsure about their parenting in 2013 were at a higher risk of mental health problems in their children than confident mothers several years later.
The results of the multiple logistic analyses of the five SDQ subscales are presented in Table 3. After adjusting for all the covariates, the children of unconfident mothers presented significantly higher ORs compared to confident mothers: 2.53 (95% CI: 1.33–4.82) for emotional symptoms, 4.50 (95% CI: 2.39–8.48) for conduct problems, 1.91 (95% CI: 1.11–3.28) for hyperactivity/inattention, and 3.26 (95% CI: 1.48–7.17) for peer relationship problems. Additionally, the children of mothers who were not sure about their parenting confidence presented a significantly higher OR of 2.58 (95% CI: 1.52–4.39) for emotional symptoms and 2.23 (95% CI: 1.11–4.48) for peer relationship problems, compared to those of confident mothers. For emotional symptoms, the OR of the children of mothers who were not sure was higher than that of the non-confident group. No significant association was found between parenting confidence and prosocial behavior.
Children whose mothers lacked confidence in parenting during their first three years had almost two- to four-fold risks of developing emotional symptoms, conduct problems, hyperactivity/inattention, and peer relationship problems when they reached the age range of four to seven years, compared to the children of confident mothers. Not only lack of confidence but also maternal uncertainty about parenting confidence during the first three years of the child’s life predicted significantly higher risks of emotional symptoms and peer relationship problems in children several years later.

4. Discussion

This is the first longitudinal study to examine the long-term impact of maternal parenting confidence after the Fukushima nuclear disaster on the development of mental health issues among children. The lack of parenting confidence in mothers at the baseline (two years after the disaster) was associated with various mental health problems in their children, including mental health problems measured using SDQ and reluctance to attend school, at the follow-up (several years later).
The sum of the ratios of mothers who reported either a lack of confidence or uncertainty regarding parenting confidence was 58.2%. This was similar to the findings regarding mothers with 18 month old children in Fukushima (50% in 2010, 60% in 2011 and 53% in 2012; [34]). On the other hand, research involving the mothers of 3–4 month old infants from Fukushima found that only 22% of mothers lacked parenting confidence in 2007 [21]. A substantial difference in the ratios of parenting confidence was found in these two studies, although both studies involved participants from the Fukushima prefecture. This sizable difference may be related to the timing of the measurement of parenting confidence. One of the contributing factors may have been the developmental stage of the child in the samples of these two studies: 3–4 month old and 18 month old infants. As children more frequently express negative emotionality during the second year of life [42], parents also face intensified parenting stress [43] and increased parenting hassles [44]. Compared to taking care of a 3–4 month-old infant, raising a toddler or an older child can become increasingly complicated. The age of the child may have resulted in a higher ratio of lack of parenting confidence in the current study, as the majority (67.4%) of the participants were raising a child aged two or three years.
The nuclear disaster could be another factor that may have elevated the number of mothers who were not confident. Goto and Rudd [34] found a significant increase in lack of parenting confidence (i.e., not sure and not confident) from 2010 (50%) to 2011 (60%) and a decrease to a non-significant level from 2011 to 2012 (53%). The percentage of mothers who reported being unsure or not confident in the current study was 58.2%, which was similar to the post-disaster ratios, indicating that the parenting confidence in our sample was likely to have been inflated by the nuclear disaster. In particular, it is noteworthy that the lack of confidence in the current study measured two years after the disaster is higher than the ratio measured a year after the disaster by Goto and Rudd [34]. This could be attributed to the fact that the current study sample comprised residents from the evacuation zone, who were most extensively affected by the disaster. Thus, the finding that 58.2% of mothers lacked confidence in their own parenting even two years after the disaster may reflect the prolonged and severe negative impact of the nuclear disaster on maternal confidence.
Several previous studies reported the influence of mothers’ subjective perceptions of their own parenting, such as parenting confidence or self-efficacy, on their child’s psychological conditions, such as emotionality, frustration tolerance, and peer social skills [26,45,46]. The current findings show that a lack of parenting confidence during the first three years of a child’s life had a long-term effect on the mental health of the child, as measured using the SDQ total difficulties score. While some of these past studies feature samples with difficult life experiences, such as homelessness and immigration, a similar tendency was found in this study, which investigated participants confronted with severely stressful and unstable life conditions after the nuclear disaster. While the past findings were based on cross-sectional studies and implications for causal relationships were limited, the longitudinal design of the current study could show that parenting confidence during the first three years of the child’s life predicted the child’s mental health three or four years later. The current study could not directly examine the effect of the nuclear disaster on maternal mental health conditions or maternal parenting confidence, as previous research has revealed the deteriorating impact of nuclear disasters on mental health in mothers [47,48] and the association between lack of parenting confidence and mental health problems in mothers [29]. The findings from the current longitudinal study further add to the research finding that maternal parenting confidence—diminished specifically by the nuclear disaster—may predict the development of mental health problems in their children several years later. This prediction suggests a shift of focus from children with mental health problems to their mothers, particularly at the early stage of children’s lives. Proactive interventions aimed at mothers may be crucial when considering treatment for children with mental health problems after nuclear disasters.
The current findings also support our prediction that the children of mothers who were not confident would be at a higher risk of reluctance to attend school several years later. In Japan, the issue of school non-attendance has grown over the past decades and has drawn attention from society [49]. School adjustment has become a serious issue for children from the areas affected by the Fukushima nuclear disaster [50], as indicated by reports of severe bullying of students evacuated from Fukushima [51]. The mental health issues of children directly affected by the Fukushima disaster may manifest in their adaptation to school life, which is congruent with the our results showing SDQ peer relationship problems as well as increased mental health problems in school-aged children who were evacuated from Fukushima [52]. The current findings—which indicate a link between parenting confidence and children’s school attendance problems years later—could have some implications for understanding and preventing delayed school-related behavioral issues among affected children.
When mothers do not maintain a sufficient sense of security—including a secure living environment and financial stability, information on the health risks of radiation, and social support from the family and community members—they may not capitalize on their parenting competence due to their own struggle with recovery from the nuclear disaster. Therefore, such mothers may likely fail to provide emotional availability and sensitive care practices to their children, which are related to their loss of confidence in parenting [46]. Subsequently, mothers can develop negative perceptions of their own parenting, failure to provide quality care, and mental and behavioral difficulties in their child; similar struggles have been reported by mothers in Fukushima [53,54]. Under ordinary circumstances, the members of local communities, including family members, friends, and daycare/kindergarten staff, notice the plight of these mothers and make arrangements for appropriate interventions or support to facilitate child rearing. Unfortunately, the availability of such support for mothers during the aftermath of the nuclear disaster is assumed to have been drastically reduced because of the focus on evacuation, survival, and immediate recovery in the affected areas [11,55]. Even though support services are available in evacuation destinations, mothers relocating there may require a considerable amount of time to become familiar with new community cultures and to utilize local services for their children.
A lack of confidence in parenting was associated with increased ORs of emotional symptoms, conduct problems, hyperactivity/inattention, and peer relationship problems. The current findings are consistent with those of past research indicating maternal self-efficacy as a significant predictor of externalizing problems in children, which comprises conduct problems and hyperactivity/inattention [56]. Given the link between lower parenting confidence and poor parenting competence [21,22], some mothers lacking parenting confidence could not help resorting to harsh parenting (e.g., corporal punishment) as an attempt to manage their children’s behavior, while coping with the increased stress and limited resources derived from evacuation due to the Fukushima nuclear disaster.
Moreover, higher ORs of internalizing problems (i.e., emotional symptoms and peer relationship problems) were aligned with previous research on Japanese samples; maternal parenting stress is related to emotional symptoms and peer relationship problems in their children [57]. Unlike externalizing problems, higher risks for internalizing problems were present not only in mothers lacking confidence, but also in mothers who were not sure about their parenting. In contrast to the effects of tsunami disasters, concerns for health risks caused by a nuclear disaster could last over several decades and inflate anxiety, especially over radiation exposure. The aftereffects of the Fukushima nuclear disaster could make many mothers, who otherwise felt confident, resort to anxious parenting, which could be related to internalizing problems [4].
One of the advantages of measuring parenting confidence is that improvements in parents’ perception of their own parenting have been achieved through interventions. After participation in short-term parenting training programs, parenting self-efficacy was enhanced in mothers with infants [58] and in various caregivers (for a review, see [59]). For the link between knowledge of child rearing and confidence [19], even a parenting workshop that educates struggling parents regarding basic knowledge of parenting may benefit children during the aftermath of a disaster.
Although financial assistance was provided by the national and/or local governments after the Fukushima disaster in 2011, evacuated parents claimed that this financial/economic support did not fulfill their needs [10,11]. As a form of post-disaster support, the alleviation of financial constraints has been suggested to protect child mental health by promoting healthy psychological status and parenting efficacy in mothers [60]. Therefore, financial support that specifically targets families with young children should be considered in future disaster responses.
The unique findings of this study were the link between mothers who were unsure about their parenting and the increased risk of child mental health problems several years later. Specifically, significant effects were found for total difficulties, emotional symptoms, and peer relationship problems. Particularly for emotional symptoms and peer relationship problems, the ORs of the mothers who answered with “not sure” were higher than those of the unconfident mothers, suggesting that the “not sure” response does not only represent another expression of lack of confidence but also connotes a unique effect. For instance, mothers who reported a lack of confidence may be more likely to seek help from social resources for child rearing than mothers who are not sure about their parenting, leading to better management of their child’s mental health issues despite their lower parenting confidence.
Taking into consideration the points described above, the following recommendations are suggested: (1) asking about parenting confidence, (2) arranging parenting training workshops, and (3) providing financial assistance for families with young children. First, during home visits or health check-ups for children, asking mothers of children aged 0–3 years about their parenting confidence can be a standardized instrument integrated into routine assessment procedures for maternal and child health clinicians. Subsequently, based on the assessment, parenting training, involving basic knowledge of child development and specific skills of children, should be conducted, targeting mothers who are not sure about their own confidence, in addition to mothers who lack parenting confidence. Additionally, information on childcare resources in the community should be provided to these mothers. Lastly, after a nuclear disaster, it is important to provide financial assistance, specifically to families with young children to meet their unique needs, including larger housing for families with young children, arrangements for daycare, transportation fees (allowing frequent visits between separated family members), and obtaining age-appropriate clothes and hygiene products for developing children. These interventions, which focus on improving conditions where mothers can feel more secure about their child rearing, should be integrated into recovery programs for nuclear disasters, specifically for the prevention of child mental health issues.
This study featured several limitations. First, the sample was not representative due to the lower response and follow-up rates. In order to contribute to the health of the participants and to maintain the response rate, the individual summary of survey responses was sent to each participant who had submitted the questionnaire since 2015. Despite this effort, the response rate decreased from 46.3% in 2013 to 28.1% in 2016 and 21.2% in 2017 [61]. The decline in participation in the survey could be attributed to the fact that most of the target population was too busy to take time to complete the questionnaire due to unstable evacuation living conditions. In addition, since the survey was funded by the Fukushima prefectural government, a distrust of authorities [62] might have been partially responsible for the decreasing response rates. This calls for careful interpretation of the study findings. Second, the reliability of the measure for parenting confidence was not indicated; this reliability (e.g., test-retest reliability) must be examined in future research. Third, the potential confounding factors that may have affected parenting confidence and child mental health, such as parental socioeconomic status, maternal mental health conditions, child’s birth order, anthropometrics at birth, and family composition, were not adjusted. Fourth, the assessment of the child mental health conditions relied solely on the mothers’ reports. Taking into consideration the bias associated with maternal mental health in reporting child mental health conditions, the current study incorporated reluctance in going to school as another index of child mental health, which represented a less subtle and more observable behavior. Nonetheless, the use of objective measures, including behavior observation by and reports from other informants, such as teachers or researchers, is crucial for future research to reinforce the validity of the current findings.
Despite these research constraints, which may be inevitable in post-disaster conditions, several clinical and policy implications are raised by the current study. Parenting confidence, which can be assessed using one question, may be useful for predicting long-term mental health problems in children. During the aftermath of a nuclear disaster, professionals involved in the field of mental and child health, particularly social service workers and public health nurses from local governments, may use maternal parenting confidence as a screening tool for high-risk families when the assessment of child conditions is limited or difficult. Additionally, not only mothers lacking parenting confidence but also those who express uncertainty about parenting confidence may benefit from support services for themselves and their children. It is assumed that proactively providing support may prevent the development or deterioration of mental health problems in children over several subsequent years.

5. Conclusions

In summary, this study found a significant association between mothers’ parenting confidence after the Fukushima nuclear disaster and their children’s emotional and behavioral problems and school attendance problems occurring several years later. In the aftermath of a nuclear disaster, the assessment of parenting confidence may be a useful tool for predicting long-term mental health problems in children, providing mothers who lack or are uncertain about parenting confidence with proactive interventions as preventative measures for their children’s mental health problems.

Author Contributions

Conceptualization, R.M., M.M. and T.K.; data curation, R.M., N.H. and M.H.; formal analysis, R.M., S.I., H.N., T.O. and S.Y.; project administration, M.M., T.O., H.Y., S.Y. and K.K.; writing—original draft, R.M. and T.K.; writing—review and editing, R.M., M.M., T.K., N.H., M.H. and T.O. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the national “Health Fund for Children and Adults Affected by the Nuclear Incident” (Grant Number: n/a).

Institutional Review Board Statement

This study was conducted in accordance with the guidelines of the Declaration of Helsinki and was approved by the Ethics Committee of Fukushima Medical University (No. 2020-239, 12 April 2021).

Informed Consent Statement

Informed consent was obtained from all the participants involved in the study.

Data Availability Statement

The data are not publicly available due to ethical considerations.

Acknowledgments

The authors would like to thank all the members of the Fukushima Health Management Survey, particularly the members of the Mental Health and Lifestyle survey team, for data collection and research administration. We would also like to express appreciation for the constructive suggestions provided by Aya Goto and Kayoko Ishii.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. McDermott, B.M.; Cobham, V.E. Family Functioning in the Aftermath of a Natural Disaster. BMC Psychiatry 2012, 12, 55. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  2. McFarlane, A.C. Family Functioning and Overprotection Following a Natural Disaster: The Longitudinal Effects of Post-Traumatic Morbidity. Aust. N. Z. J. Psychiatry 1987, 21, 210–218. [Google Scholar] [CrossRef]
  3. Roussos, A.; Goenjian, A.K.; Steinberg, A.M.; Sotiropoulou, C.; Kakaki, M.; Kabakos, C.; Karagianni, S.; Manouras, V. Posttraumatic Stress and Depressive Reactions among Children and Adolescents after the 1999 Earthquake in Ano Liosia, Greece. Am. J. Psychiatry 2005, 162, 530–537. [Google Scholar] [CrossRef]
  4. Cobham, V.E.; McDermott, B. Perceived Parenting Change and Child Posttraumatic Stress Following a Natural Disaster. J. Child Adolesc. Psychopharmacol. 2014, 24, 18–23. [Google Scholar] [CrossRef]
  5. Cohen, J.A.; Berliner, L.; Mannarino, A.P. Treating Traumatized Children: A Research Review and Synthesis. Trauma Violence Abus. 2000, 1, 29–46. [Google Scholar] [CrossRef]
  6. Trickey, D.; Siddaway, A.P.; Meiser-Stedman, R.; Serpell, L.; Field, A.P. A Meta-Analysis of Risk Factors for Post-Traumatic Stress Disorder in Children and Adolescents. Clin. Psychol. Rev. 2012, 32, 122–138. [Google Scholar] [CrossRef] [Green Version]
  7. Wickrama, K.A.; Kaspar, V. Family Context of Mental Health Risk in Tsunami-Exposed Adolescents: Findings from a Pilot Study in Sri Lanka. Soc. Sci. Med. 2007, 64, 713–723. [Google Scholar] [CrossRef] [PubMed]
  8. Fukushima Prefecture. Survey of Intentions of Evacuees of Fukushima Prefecture [Fukushimaken Hinansha Iko Chosa]. Available online: http://www.pref.fukushima.lg.jp/site/portal/ps-hinansha-ikouchousa.html (accessed on 30 March 2021).
  9. Yabe, H.; Suzuki, Y.; Mashiko, H.; Nakayama, Y.; Hisata, M.; Niwa, S.-I.; Yasumura, S.; Yamashita, S.; Kamiya, K.; Abe, M. Psychological Distress after the Great East Japan Earthquake and Fukushima Daiichi Nuclear Power Plant Accident: Results of a Mental Health and Lifestyle Survey through the Fukushima Health Management Survey in FY2011 and FY2012. Fukushima J. Med. Sci. 2014, 60, 57–67. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  10. Tanaka, H.; Inui, Y. The Uneasy Living Realitites on Evacuee-Families with Children—A Study on the Victims in Ibaraki Prefecture by the Great East Japan EArthquake-. J. Hum. Living Environ. 2015, 22, 93–102. [Google Scholar]
  11. Yamane, S. Problems of the Evacuees Resulting from the Fukushima Nuclear Accident. Fac. Lit. Soc. Sci. Yamagata Univ. Annu. Res. Rep. 2013, 10, 37–51. [Google Scholar]
  12. Igarashi, S.; Nishizawa, Y.; Noto, Y.; Kitajima, M.; Ogura, N.; Sasatake, H.; Hosokawa, Y. Mothers’ Anxieties Concerning Radiation, Child Raising and Quality of Life: A Study of Evacuees of the Fukushima Daiichi Nuclear Disaster. J. Radiol. Nurs. Soc. Jpn. 2017, 5, 3–11. [Google Scholar]
  13. Yoshioka-Maeda, K.; Kuroda, M. Literature Review on Fukushima Nuclear Plant Accident and Evacuation: Focusing on the Literature Published During 2011~2014. J. Jpn. Acad. Commun. Health Nursin 2015, 18, 69–78. [Google Scholar]
  14. Mizuki, R.; Kobayashi, T.; Maeda, M. Disruption of Child Environments and Its Psychological Consequences after the Fukushima Disaster: A Narrative Review Based on the Ecological Systems Model. Curr. Psychiatry Rep. 2021, 23, 49. [Google Scholar] [CrossRef] [PubMed]
  15. Mashiko, H.; Yabe, H.; Maeda, M.; Itagaki, S.; Kunii, Y.; Shiga, T.; Miura, I.; Suzuki, Y.; Yasumura, S.; Iwasa, H.; et al. Mental Health Status of Children after the Great East Japan Earthquake and Fukushima Daiichi Nuclear Power Plant Accident. Asia Pac. J. Public Health 2017, 29 (Suppl. 2), 131S–138S. [Google Scholar] [CrossRef] [Green Version]
  16. Badr, L.K. Further Psychometric Testing and Use of the Maternal Confidence Questionnaire. Issues Comp. Pediatr. Nurs. 2005, 28, 163–174. [Google Scholar] [CrossRef] [PubMed]
  17. Badr, L.K. Quantitative and Qualitative Predictors of Development for Low-birth Weight Infants of Latino Background. Appl. Nurs. R. 2001, 14, 125–135. [Google Scholar] [CrossRef] [PubMed]
  18. Loo, K.K.; Zhu, H.; Yin, Q.; Luo, H.; Min, L.; Tyler, R. Maternal Confidence in China: Association with Infant Neurobehaviors But Not Sociodemographic Variables. J. Pediatr. Psychol. 2006, 31, 452–459. [Google Scholar] [CrossRef]
  19. Morawska, A.; Winter, L.; Sanders, M. Parenting Knowledge and Its Role in the Prediction of Dysfunctional Parenting and Disruptive Child Behaviour. Child. Care. Health. Dev. 2009, 35, 217–226. [Google Scholar] [CrossRef] [PubMed]
  20. Zahr, L.K. The Relationship between Maternal Confidence and Mother–Infant Behaviors in Premature Infants. Res. Nurs. Health. 1991, 14, 279–286. [Google Scholar] [CrossRef]
  21. Goto, A.; Nguyen, Q.V.; Van Nguyen, T.T.; Pham, N.M.; Chung, T.M.T.; Trinh, H.P.; Yabe, J.; Sasaki, H.; Yasumura, S. Associations of Psychosocial Factors with Maternal Confidence among Japanese and Vietnamese Mothers. J. Child Fam. Stud. 2010, 19, 118–127. [Google Scholar] [CrossRef] [Green Version]
  22. Morawska, A.; Sanders, M.R. Concurrent Predictors of Dysfunctional Parenting and Maternal Confidence: Implications for Parenting Interventions. Child Care Health Dev. 2007, 33, 757–767. [Google Scholar] [CrossRef]
  23. Miki, T.; Fujiwara, T.; Yagi, J.; Homma, H.; Mashiko, H.; Nagao, K.; Okuyama, M. Impact of Parenting Style on Clinically Significant Behavioral Problems among Children Aged 4–11 Years Old after Disaster: A Follow-Up Study of the Great East Japan Earthquake. Front. Psychiatry 2019, 10, 45. [Google Scholar] [CrossRef] [Green Version]
  24. Mulraney, M.; Giallo, R.; Efron, D.; Brown, S.; Nicholson, J.M.; Sciberras, E. Maternal Postnatal Mental Health and Offspring Symptoms of ADHD at 8–9 Years: Pathways via Parenting Behavior. Eur. Child Adolesc. Psychiatry 2019, 28, 923–932. [Google Scholar] [CrossRef]
  25. Knox, M.; Burkhart, K.; Khuder, S.A. Parental Hostility and Depression as Predictors of Young Children’s Aggression and Conduct Problems. J. Aggress. Maltreat. Trauma 2011, 20, 800–811. [Google Scholar] [CrossRef]
  26. Gewirtz, A.H.; DeGarmo, D.S.; Plowman, E.J.; August, G.; Realmuto, G. Parenting, Parental Mental Health, and Child Functioning in Families Residing in Supportive Housing. Am. J. Orthopsychiatry 2009, 79, 336–347. [Google Scholar] [CrossRef]
  27. Jones, T.L.; Prinz, R.J. Potential Roles of Parental Self-Efficacy in Parent and Child Adjustment: A Review. Clin. Psychol. Rev. 2005, 25, 341–363. [Google Scholar] [CrossRef] [PubMed]
  28. Cutrona, C.E.; Troutman, B.R. Social Support, Infant Temperament, and Parenting Self-Efficacy: A Mediational Model of Postpartum Depression. Child Dev. 1986, 57, 1507–1518. [Google Scholar] [CrossRef] [PubMed]
  29. Goto, A.; Bromet, E.J.; Ota, M.; Ohtsuru, A.; Yasumura, S.; Fujimori, K. The Fukushima Nuclear Accident Affected Mothers’ Depression but Not Maternal Confidence. Asia Pac. J. Public Health. 2017, 29 (Suppl. 2), 139S–150S. [Google Scholar] [CrossRef] [Green Version]
  30. Oyserman, D.; Bybee, D.; Mowbray, C.; Hart-Johnson, T. When Mothers Have Serious Mental Health Problems: Parenting as a Proximal Mediator. J. Adolesc. 2005, 28, 443–463. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  31. Nishihara, M.; Nakamura, Y.; Fuchimukai, T.; Ohnishi, M. Factors Associated with Social Support in Child-rearing among Mothers in Post-Disaster Communities. Environ. Health Prev. Med. 2018, 23, 58. [Google Scholar] [CrossRef] [PubMed]
  32. Takaya, Y.; Yamamoto, A.; Kobayashi, Y.; Nakaoka, A.; Katuda, H.; Nakagomi, S.; Osaki, F.; Katada, N. The Effect of Hanshin-Awaji Earthquake on the Physical and Psychological Health Status of Maternal-Child and Their on Environment. J. Jpn. Acad. Nurs. Sci. 1998, 18, 40–50. [Google Scholar] [CrossRef] [Green Version]
  33. Goto, A.; Reich, M.R.; Suzuki, Y.; Tsutomi, H.; Watanabe, E.; Yasumura, S. Parenting in Fukushima City in the Post-disaster Period: Short-term Strategies and Long-term Perspectives. Disasters 2014, 38 (Suppl. 2), S179–S189. [Google Scholar] [CrossRef]
  34. Goto, A.; Rudd, R.E.; Bromet, E.J.; Suzuki, Y.; Yoshida, K.; Suzuki, Y.; Halstead, D.D.; Reich, M.R. Maternal Confidence of Fukushima Mothers Before and After the Nuclear Power Plant Disaster in Northeast Japan: Analyses of Municipal Health Records. J. Commun. Healthc. 2014, 7, 106–116. [Google Scholar] [CrossRef]
  35. Bromet, E.J.; Guey, L.T.; Taormina, D.P.; Carlson, G.A.; Havenaar, J.M.; Kotov, R.; Gluzman, S.F. Growing Up in the Shadow of Chornobyl: Adolescents’ Risk Perceptions and Mental Health. Soc. Psychiatry Psychiatr. Epidemiol. 2011, 46, 393–402. [Google Scholar] [CrossRef]
  36. Yasumura, S.; Hosoya, M.; Yamashita, S.; Kamiya, K.; Abe, M.; Akashi, M.; Kodama, K.; Ozasa, K. Fukushima Health Management Survey Group. Study Protocol for the Fukushima Health Management Survey. J. Epidemiol. 2012, 22, 375–383. [Google Scholar] [CrossRef] [Green Version]
  37. World Health Organization. WHO Child Growth Standards: Length/Height-for-Age, Weight-for-Age, Weight-for-Length, Weight-for-Height and Body Mass Index-for-Age: Methods and Development; WHO: Geneva, Switzerland, 2006; Available online: https://www.who.int/publications/i/item/924154693X (accessed on 26 October 2021).
  38. Goodman, R. The Strengths and Difficulties Questionnaire: A Research Note. J. Child Psychol. Psychiatry 1997, 38, 581–586. [Google Scholar] [CrossRef] [PubMed]
  39. Matsuishi, T.; Nagano, M.; Araki, Y.; Tanaka, Y.; Iwasaki, M.; Yamashita, Y.; Nagamitsu, S.; Iizuka, C.; Ohya, T.; Shibuya, K.; et al. Scale Properties of the Japanese Version of the Strengths and Difficulties Questionnaire (SDQ): A Study of Infant and School Children in Community Samples. Brain Dev. 2008, 30, 410–415. [Google Scholar] [CrossRef]
  40. Moriwaki, A.; Kamio, Y. Normative Data and Psychometric Properties of the Strengths and Difficulties Questionnaire among Japanese School-aged Children. Child Adolesc. Psychiatry Ment. Health 2014, 8, 1–12. [Google Scholar] [CrossRef] [Green Version]
  41. Doi, Y.; Ishihara, K.; Uchiyama, M. Reliability of the Strengths and Difficulties Questionnaire in Japanese Preschool Children Aged 4–6 years. J. Epidemiol. 2014, 24, 514–518. [Google Scholar] [CrossRef] [Green Version]
  42. Bridgett, D.J.; Gartstein, M.A.; Putnam, S.P.; McKay, T.; Iddins, E.; Robertson, C.; Ramsay, K.; Rittmueller, A. Maternal and Contextual Influences and the Effect of Temperament Development during Infancy on Parenting in Toddlerhood. Infant Behav. Dev. 2009, 32, 103–116. [Google Scholar] [CrossRef] [PubMed]
  43. Chang, Y.; Fine, M.A. Modeling Parenting Stress Trajectories among Low-Income Young Mothers across the Child’s Second and Third Years: Factors Accounting for Stability and Change. J. Fam. Psychol. 2007, 21, 584–594. [Google Scholar] [CrossRef] [Green Version]
  44. Crnic, K.A.; Booth, C.L. Mothers’ and Fathers’ Perceptions of Daily Hassles of Parenting across Early Childhood. J. Marriage Fam. 1991, 53, 1042–1050. [Google Scholar] [CrossRef]
  45. Coleman, P.K.; Karraker, K.H. Maternal Self-Efficacy Beliefs, Competence in Parenting, and Toddlers’ Behavior and Developmental Status. Infant Ment. Health J. 2003, 24, 126–148. [Google Scholar] [CrossRef]
  46. Izzo, C.; Weiss, L.; Shanahan, T.; Rodriguez-Brown, F. Parental Self-Efficacy and Social Support as Predictors of Parenting Practices and Children’s Socioemotional Adjustment in Mexican Immigrant Families. J. Prev. Interv. Commun. 2000, 20, 197–213. [Google Scholar] [CrossRef]
  47. Goto, A.; Bromet, E.J.; Fujimori, K. Pregnancy and Birth Survey Group of Fukushima Health Management Survey. Immediate Effects of the Fukushima Nuclear Power Plant Disaster on Depressive Symptoms among Mothers with Infants: A Prefectural-Wide Cross-Sectional Study from the Fukushima Health Management Survey. BMC Psychiatry. 2015, 15, 59. [Google Scholar] [CrossRef] [Green Version]
  48. Bromet, E.J. Mental Health of Residents near the Three Mile Island Reactor: A Comparative Study of Selected Groups. J. Prev. Psychiatry 1982, 1, 225–276. [Google Scholar]
  49. Ministry of Education, Culture, Sports, Science, and Technology. Report on the School Basic Survey; Ministry of Education, Culture, Sports, Science, and Technology: Tokyo, Japan, 2017.
  50. Oikawa, Y.; Momoi, M.; Maeda, M. Practicing Telephone Support for a Caregivers with a Child: The Fukushima Health Management Survey. J. Health Psychol. Res. 2020, 32, 151–158. [Google Scholar]
  51. Ministry of Education, Culture, Sports, Science and Technology. Results of Investigation Regarding Bullying against the Students Who Evacuated from Fukushima Prefecture Due to Fukushima Dai-Ichi Nuclear Power Plant Accident [Genshiryoku Hatsudensho Jiko Touniyori Fukushimaken kara Hinanshiteiru Jidou Seito ni Taisuru Ijimeno Joukyoutouno Kakunin ni Kakaru Foro-Appu Kekkani Tsuite]. Available online: https://www.mext.go.jp/a_menu/shotou/seitoshidou/1405633.htm (accessed on 26 October 2021).
  52. Maeda, M.; Harigane, M.; Horikoshi, N.; Takebayashi, Y.; Sato, H.; Takahashi, A.; Kamiya, K. Long-Term, Community-Based Approach for Affected People Having Mental Health and Lifstye Issues after 2011 Fukushima Disaster: Mental Health and Lifestyle Survey. J. Epidemiol. accepted.
  53. Hiromoto, Y. Vacillation and Voluntary Evacuation in the Wake of the Fukushima Nuclear Accident. Shakaigaku Hyoron JSR 2016, 67, 267–284. [Google Scholar] [CrossRef] [Green Version]
  54. Sato, A. Structure of the Issues Surrounding the Nuclear Accident Evacuees: What Has Been Seen While Supporting Town Meetings. Shakaigaku Hyoron JSR 2013, 64, 439–459. [Google Scholar] [CrossRef] [Green Version]
  55. Yoshioka-Maeda, K.; Togari, T. Experiences of Male Workers Whose Wife and Children Evacuated Voluntarily after Fukushima Nuclear Disaster. J. Jpn. Acad. Nurs. Sci. 2019, 39, 38–44. [Google Scholar] [CrossRef] [Green Version]
  56. Yaman, A.; Mesman, J.; van Ijzendoorn, M.H.; Bakermans-Kranenburg, M.J. Perceived Family Stress, Parenting Efficacy, and Child Externalizing Behaviors in Second-Generation Immigrant Mothers. Soc. Psychiatry Psychiatr. Epidemiol. 2010, 45, 505–512. [Google Scholar] [CrossRef] [PubMed]
  57. Tokunaga, A.; Iwanaga, R.; Yamanishi, Y.; Higashionna, T.; Tanaka, K.; Nakane, H.; Tanaka, G. Relationship between Parenting Stress and Children’s Behavioral Characteristics in Japan. Pediatr. Int. 2019, 61, 652–657. [Google Scholar] [CrossRef] [PubMed]
  58. Gilkerson, L.; Burkhardt, T.; Katch, L.E.; Hans, S.L. Increasing Parenting Self-Efficacy: The Fussy Baby Network(®) Intervention. Infant Ment. Health J. 2020, 41, 232–245. [Google Scholar] [CrossRef] [PubMed]
  59. Sanders, M.R.; Kirby, J.N.; Tellegen, C.L.; Day, J.J. The Triple P-Positive Parenting Program: A Systematic Review and Meta-Analysis of a Multi-Level System of Parenting Support. Clin. Psychol. Rev. 2014, 34, 337–357. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  60. Scaramella, L.V.; Sohr-Preston, S.L.; Callahan, K.L.; Mirabile, S.P. A Test of the Family Stress Model on Toddler-Aged Children’s Adjustment among Hurricane Katrina Impacted and Nonimpacted Low-Income Families. J. Clin. Child Adolesc. Psychol. 2008, 37, 530–541. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  61. Fukushima Medical University. Report of the Fukushima Health Management Survey 2011–2020; Fukushima Medical University: Fukushima, Japan, 2021. [Google Scholar]
  62. Fukasawa, M.; Kawakami, N.; Umeda, M.; Akiyama, T.; Horikoshi, N.; Yasumura, S.; Yabe, H.; Suzuki, Y.; Bromet, E.J. Distrust in government and its relationship with mental health after the Fukushima nuclear power plant accident. Int. J. Soc. Psychiatry 2020. [Google Scholar] [CrossRef]
Figure 1. Flow chart of study participants.
Figure 1. Flow chart of study participants.
Ijerph 19 00476 g001
Table 1. Characteristics of the participants (n = 1126).
Table 1. Characteristics of the participants (n = 1126).
SDQ < 16 (n = 1019)SDQ ≥ 16 (n = 107)pCramer’s v/ Cohen’s d
n/Mean%/SDn/Mean%/SD
Parenting confidenceConfident44343.52826.2<0.0010.128
Not sure42842.04945.8
Not confident14814.53028.0
Age, yearsMean2.00.861.90.820.1670.141
0242.432.80.2390.061
130630.03431.8
233633.04340.2
335334.62725.2
SexGirl52551.54643.00.0930.050
Boy49448.56157.0
StuntingNo98897.09992.50.026 0.011
Yes313.087.5
Current health conditionsVery good or good69769.15854.20.007 0.094
Fair29529.24643.0
Poor or very poor171.732.8
Sleep duration, hoursMean10.00.839.80.880.0250.229
Hospitalization historyNo77676.37267.30.0390.061
Yes24123.73532.7
Evacuation locationInside of Fukushima65964.76560.70.4200.024
Out of Fukushima36035.34239.3
Reluctance to attend schoolNo88086.87368.2<0.0010.153
Yes13413.23431.8
Note. All the characteristics were measured in 2013, except for reluctance in going to school, which was measured in 2016/2017. p for t-test or chi-square test. Fisher’s exact test.
Table 2. Odds ratio of multiple logistic regression analyses for the high-risk group of SDQ and reluctance to go to school.
Table 2. Odds ratio of multiple logistic regression analyses for the high-risk group of SDQ and reluctance to go to school.
SDQ Total Difficulties (n = 1110)Reluctance to Attend School (n = 1105)
Age and Sex-AdjustedMultiple *Age and Sex-AdjustedMultiple *
ORCI LowerCI UpperORCI LowerCI UpperORCI LowerCI UpperORCI LowerCI Upper
Confidence in parenting
Yesref. ref. ref.
Not sure1.811.112.931.651.012.701.501.022.191.450.992.14
No3.241.875.622.751.564.842.241.423.541.991.243.20
Age 0.830.6571.0480.780.610.990.680.560.830.660.540.80
Sex 1.3830.9212.0771.330.882.021.120.801.561.140.811.61
Stunting 1.340.503.61 1.700.783.69
Current health condition 1.511.042.19 1.471.072.02
Sleep duration 0.750.590.97 1.070.871.31
Hospitalization history 1.320.842.08 1.160.791.71
Evacuation out of Fukushima 1.210.781.87 1.360.951.93
Note. SDQ = Strengths and Difficulties Questionnaire. Statistically significant in bold. Sex: 1 = girls, 2 = boys. Current health condition: 1 = very good or good, 2 = fair, 3 = bad or very bad. Hospitalization history: 1 = no, 2 = yes. Evacuation: 1 = in Fukushima, 2 = out of Fukushima. Stunting: 0 = no, 1 = yes. Statistical significance are in bold. * Adjusted for age, sex, stunting, current health condition, sleep duration, hospitalization history, and evacuation out of Fukushima.
Table 3. Odds ratio of multiple logistic regression analyses for the high-risk group of SDQ subscales (n = 1110).
Table 3. Odds ratio of multiple logistic regression analyses for the high-risk group of SDQ subscales (n = 1110).
Emotional SymptomsConduct ProblemsHyperactivity/InattentionPeer Relationship ProblemsProsocial Behavior
ORCI LowerCI UpperORCI LowerCI UpperORCI LowerCI UpperORCI LowerCI UpperORCI LowerCI Upper
Parenting confidence
Confidentref. ref. ref. ref. ref.
Not sure2.581.524.391.380.742.560.970.611.552.231.114.480.940.651.36
Not confident2.531.334.824.502.398.481.911.113.283.261.487.171.450.912.30
Age1.030.801.330.660.500.880.740.590.940.850.621.160.750.620.91
Sex0.910.591.401.090.661.781.490.992.261.460.832.562.241.583.16
Stunting1.450.543.870.760.173.301.690.684.211.660.485.751.380.593.22
Current health condition1.290.871.931.030.651.640.940.631.411.470.902.391.240.911.71
Sleep duration, hours1.010.781.321.030.771.380.820.641.050.910.661.270.920.751.13
Hospitalization history0.920.551.531.300.752.251.350.862.121.250.692.290.900.611.33
Evacuation location1.661.072.580.920.551.560.800.511.251.240.702.200.880.621.26
Note. SDQ = Strengths and Difficulties Questionnaire. Sex: 1 = girls, 2 = boys. Current health condition: 1 = very good or good, 2 = fair, 3 = bad or very bad. Hospitalization history: 1 = no, 2 = yes. Evacuation: 1 = in Fukushima, 2 = out of Fukushima. Stunting: 0 = no, 1 = yes. Statistical significances are in bold. All multiple regression analyses were adjusted for sex, age, stunting, current health conditions, sleep duration, hospitalization history, and evacuation from Fukushima.
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Mizuki, R.; Maeda, M.; Kobayashi, T.; Horikoshi, N.; Harigane, M.; Itagaki, S.; Nakano, H.; Ohira, T.; Yabe, H.; Yasumura, S.; et al. The Association between Parenting Confidence and Later Child Mental Health in the Area Affected by the Fukushima Nuclear Disaster: The Fukushima Health Management Survey. Int. J. Environ. Res. Public Health 2022, 19, 476. https://doi.org/10.3390/ijerph19010476

AMA Style

Mizuki R, Maeda M, Kobayashi T, Horikoshi N, Harigane M, Itagaki S, Nakano H, Ohira T, Yabe H, Yasumura S, et al. The Association between Parenting Confidence and Later Child Mental Health in the Area Affected by the Fukushima Nuclear Disaster: The Fukushima Health Management Survey. International Journal of Environmental Research and Public Health. 2022; 19(1):476. https://doi.org/10.3390/ijerph19010476

Chicago/Turabian Style

Mizuki, Rie, Masaharu Maeda, Tomoyuki Kobayashi, Naoko Horikoshi, Mayumi Harigane, Shuntaro Itagaki, Hironori Nakano, Tetsuya Ohira, Hirooki Yabe, Seiji Yasumura, and et al. 2022. "The Association between Parenting Confidence and Later Child Mental Health in the Area Affected by the Fukushima Nuclear Disaster: The Fukushima Health Management Survey" International Journal of Environmental Research and Public Health 19, no. 1: 476. https://doi.org/10.3390/ijerph19010476

APA Style

Mizuki, R., Maeda, M., Kobayashi, T., Horikoshi, N., Harigane, M., Itagaki, S., Nakano, H., Ohira, T., Yabe, H., Yasumura, S., & Kamiya, K. (2022). The Association between Parenting Confidence and Later Child Mental Health in the Area Affected by the Fukushima Nuclear Disaster: The Fukushima Health Management Survey. International Journal of Environmental Research and Public Health, 19(1), 476. https://doi.org/10.3390/ijerph19010476

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop